Publications
Selected Publications
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Private Graph Data Release: A Survey Li, Yang and Purcell, Michael and Rakotoarivelo, Thierry and Smith, David and Ranbaduge, Thilina and Ng, Kee Siong ACM Computing Surveys (CSUR), jan, 2023 |
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Differentially private crowdsourcing with the public and private blockchain Wang, Minghao and Zhu, Tianqing and Zuo, Xuhan and Yang, Mengmeng and Yu, Shui and Zhou, Wanlei IEEE Internet of Things Journal, pp.1–1, 2022 |
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Local Differentially Private Fuzzy Counting in Stream Data Using Probabilistic Data Structures Vatsalan, Dinusha and Bhaskar, Raghav and Kaafar, Mohamed Ali IEEE Transactions on Knowledge and Data Engineering (TKDE), pp.1–14, 2022 |
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Blockchain-Enabled Federated Learning: A Survey Qu, Youyang and Uddin, Md Palash and Gan, Chenquan and Xiang, Yong and Gao, Longxiang and Yearwood, John ACM Computing Surveys (CSUR), feb, 2022 |
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Making the Most of Parallel Composition in Differential Privacy Josh Smith and Hassan Jameel Asghar and Gianpaolo Gioiosa and Sirine Mrabet and Serge Gaspers and Paul Tyler Privacy Enhancing Technologies Symposium (PETS), pp.253–273, 2022 |
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Low-Latency Federated Learning Over Wireless Channels With Differential Privacy Wei, Kang and Li, Jun and Ma, Chuan and Ding, Ming and Chen, Cailian and Jin, Shi and Han, Zhu and Poor, H. Vincent IEEE Journal on Selected Areas in Communications, pp.290–307, 2022 |
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A Taxonomy for Privacy-preserving Record Linkage Attacks Vidanage, Anushka and Ranbaduge, Thilina and Christen, Peter and Schnell, Rainer Journal of Privacy and Confidentiality, 2022 |
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When Machine Learning Meets Privacy: A Survey and Outlook Liu, Bo and Ding, Ming and Shaham, Sina and Rahayu, Wenny and Farokhi, Farhad and Lin, Zihuai ACM Computing Surveys (CSUR), pp.1–36, 2021 |
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Differentially Private Release of Datasets using Gaussian Copula Asghar, Hassan Jameel and Ding, Ming and Rakotoarivelo, Thierry and Mrabet, Sirine and Kaafar, Dali Journal of Privacy and Confidentiality, February, 2021 |
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Federated learning with differential privacy: Algorithms and performance analysis Wei, Kang and Li, Jun and Ding, Ming and Ma, Chuan and Yang, Howard H and Farokhi, Farhad and Jin, Shi and Quek, Tony QS and Poor, H Vincent IEEE Transactions on Information Forensics and Security (TIFS), pp.3454–3469, 2020 |
2024
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Covert Model Poisoning Against Federated Learning: Algorithm Design and Optimization Wei, Kang and Li, Jun and Ding, Ming and Ma, Chuan and Jeon, Yo-Seb and Poor, H. Vincent IEEE Transactions on Dependable and Secure Computing, pp.1196-1209, 2024 |
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IoTFuzz: Automated Discovery of Violations in Smart Homes With Real Environment Ban, Xinbo and Ding, Ming and Liu, Shigang and Chen, Chao and Zhang, Jun IEEE Internet of Things Journal, pp.10183-10196, 2024 |
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PPFed: A Privacy-Preserving and Personalized Federated Learning Framework Zhang, Guangsheng and Liu, Bo and Zhu, Tianqing and Ding, Ming and Zhou, Wanlei IEEE Internet of Things Journal, pp.19380-19393, 2024 |
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Design of Anti-Plagiarism Mechanisms in Decentralized Federated Learning Shao, Yumeng and Li, Jun and Ding, Ming and Wei, Kang and Ma, Chuan and Shi, Long and Chen, Wen and Jin, Shi IEEE Transactions on Services Computing, pp.1465-1479, 2024 |
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Decentralized Privacy Preservation for Critical Connections in Graphs Li, Conggai and Ni, Wei and Ding, Ming and Qu, Youyang and Chen, Jianjun and Smith, David and Zhang, Wenjie and Rakotoarivelo, Thierry IEEE Transactions on Knowledge and Data Engineering, pp.1-14, 2024 |
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Enhancing Resilience in Website Fingerprinting: Novel Adversary Strategies for Noisy Traffic Environments Qian, Yuwen and Huang, Guodong and Ma, Chuan and Ding, Ming and Yuan, Long and Chen, Zi and Wang, Kai IEEE Transactions on Information Forensics and Security, pp.7216-7231, 2024 |
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How Does a Deep Learning Model Architecture Impact Its Privacy? A Comprehensive Study of Privacy Attacks on CNNs and Transformers Zhang, Guangsheng and Liu, Bo and Tian, Huan and Zhu, Tianqing and Ding, Ming and Zhou, Wanlei 33rd USENIX Security Symposium (USENIX Security’24), pp.6795–6812, 2024 |
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Trusted data sharing for mineral exploration and mining tenements Ming Ding and Dinusha Vatsalan and Ignacio Gonzalez-Alvarez and Sirine M’rabet and Paul Tyler and Jens Klump Journal of Geochemical Exploration, pp.107580, 2024 |
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When Fairness Meets Privacy: Exploring Privacy Threats in Fair Binary Classifiers via Membership Inference Attacks Tian, Huan and Zhang, Guangsheng and Liu, Bo and Zhu, Tianqing and Ding, Ming and Zhou, Wanlei Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence (IJCAI’24), 2024 |
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Encryption-based sub-string matching for privacy-preserving record linkage Vaiwsri, Sirintra and Ranbaduge, Thilina and Christen, Peter Journal of Information Security and Applications, pp.103712, 2024 |
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Future-proofing genomic data and consent management: a comprehensive review of technology innovations Oliva, Adrien and Kaphle, Anubhav and Reguant, Roc and Sng, Letitia MF and Twine, Natalie A and Malakar, Yuwan and Ranbaduge, Thilina and Wickramarachchi, Anuradha and Keller, Marcel and Chan, Eva KF and others GigaScience, pp.giae021, 2024 |
2023
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Label-Only Membership Inference Attacks and Defenses in Semantic Segmentation Models Zhang, Guangsheng and Liu, Bo and Zhu, Tianqing and Ding, Ming and Zhou, Wanlei IEEE Transactions on Dependable and Secure Computing (TDSC), pp.1435–1449, 2023 |
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Amplitude-Varying Perturbation for Balancing Privacy and Utility in Federated Learning Yuan, Xin and Ni, Wei and Ding, Ming and Wei, Kang and Li, Jun and Poor, H. Vincent IEEE Transactions on Information Forensics and Security, pp.1884-1897, 2023 |
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User Pairing and Power Allocation in Untrusted Multiuser NOMA for Internet of Things Yuan, Chaoying and Ni, Wei and Zhang, Kezhong and Bai, Jingpeng and Shen, Jun and Jamalipour, Abbas IEEE Internet of Things Journal, pp.13155–13167, 2023 |
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Cyber Threat Intelligence Mining for Proactive Cybersecurity Defense: A Survey and New Perspectives Sun, Nan and Ding, Ming and Jiang, Jiaojiao and Xu, Weikang and Mo, Xiaoxing and Tai, Yonghang and Zhang, Jun IEEE Communications Surveys & Tutorials, pp.1748-1774, 2023 |
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Digital Twin Enabled Remote Data Sharing for Internet of Vehicles: System and Incentive Design Tan, Chenchen and Li, Xinghao and Gao, Longxiang and Luan, Tom H. and Qu, Youyang and Xiang, Yong and Lu, Rongxing IEEE Transactions on Vehicular Technology, pp.1–16, 2023 |
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Personalized Federated Learning With Differential Privacy and Convergence Guarantee Wei, Kang and Li, Jun and Ma, Chuan and Ding, Ming and Chen, Wen and Wu, Jun and Tao, Meixia and Poor, H. Vincent IEEE Transactions on Information Forensics and Security (TIFS), pp.4488–4503, 2023 |
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Preserving the Privacy of Latent Information for Graph-Structured Data Shan, Baoling and Yuan, Xin and Ni, Wei and Wang, Xin and Liu, Ren Ping and Dutkiewicz, Eryk IEEE Transactions on Information Forensics and Security (TIFS), pp.5041–5055, 2023 |
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Trusted AI in Multiagent Systems: An Overview of Privacy and Security for Distributed Learning Ma, Chuan and Li, Jun and Wei, Kang and Liu, Bo and Ding, Ming and Yuan, Long and Han, Zhu and Vincent Poor, H. Proceedings of the IEEE, pp.1097-1132, 2023 |
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Privacy-preserving Deep Learning based Record Linkage Ranbaduge, Thilina and Vatsalan, Dinusha and Ding, Ming IEEE Transactions on Knowledge and Data Engineering, pp.1-12, 2023 |
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Learn to Unlearn: A Survey on Machine Unlearning Youyang Qu and Xin Yuan and Ming Ding and Wei Ni and Thierry Rakotoarivelo and David Smith 2023 |
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NE-GConv: A lightweight node edge graph convolutional network for intrusion detection Tanzeela Altaf and Xu Wang and Wei Ni and Ren Ping Liu and Robin Braun Computers \& Security, pp.103285, 2023 |
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Efficient and Low Overhead Website Fingerprinting Attacks and Defenses based on TCP/IP Traffic Huang, Guodong and Ma, Chuan and Ding, Ming and Qian, Yuwen and Ge, Chunpeng and Fang, Liming and Liu, Zhe Proceedings of the ACM Web Conference 2023, pp.1991–1999, 2023 |
| A Lightweight Model-Based Evolutionary Consensus Protocol in Blockchain as a Service for IoT Zhao, Yao and Qu, Youyang and Xiang, Yong and Zhang, Yushu and Gao, Longxiang IEEE Transactions on Services Computing, 2023 |
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Private Graph Data Release: A Survey Li, Yang and Purcell, Michael and Rakotoarivelo, Thierry and Smith, David and Ranbaduge, Thilina and Ng, Kee Siong ACM Computing Surveys (CSUR), jan, 2023 |
| Proactive Deepfake Defence via Identity Watermarking Zhao, Yuan and Liu, Bo and Ding, Ming and Liu, Baoping and Zhu, Tianqing and Yu, Xin Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, pp.4602–4611, 2023 |
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| TI2Net: Temporal Identity Inconsistency Network for Deepfake Detection Liu, Baoping and Liu, Bo and Ding, Ming and Zhu, Tianqing and Yu, Xin Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, pp.4691–4700, 2023 |
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| A Vulnerability Assessment Framework for Privacy-Preserving Record Linkage Vidanage, Anushka and Christen, Peter and Ranbaduge, Thilina and Schnell, Rainer ACM Transactions on Privacy and Security (TOPS), 2023 |
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| Face image de-identification by feature space adversarial perturbation Xue, Hanyu and Liu, Bo and Yuan, Xin and Ding, Ming and Zhu, Tianqing Concurrency and Computation: Practice and Experience, pp.e7554, 2023 |
2022
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Efficient Orchestration of Virtualization Resource in RAN Based on Chemical Reaction Optimization and Q-Learning Zou, Sai and Wang, Wenyong and Ni, Wei and Wang, Lei and Tang, Yuliang IEEE Internet of Things Journal, pp.3383–3396, 2022 |
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LSTM-Characterized Deep Reinforcement Learning for Continuous Flight Control and Resource Allocation in UAV-Assisted Sensor Network Li, Kai and Ni, Wei and Dressler, Falko IEEE Internet of Things Journal, pp.4179–4189, 2022 |
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Three-Dimensional Cooperative Positioning for Internet of Things Provenance Bi, Siguo and Cui, Juntao and Ni, Wei and Jiang, Yi and Yu, Shui and Wang, Xin IEEE Internet of Things Journal, pp.19945–19958, 2022 |
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Federated Multi-agent Deep Reinforcement Learning for Resource Allocation of Vehicle-to-Vehicle Communications Li, Xiang and Lu, Lingyun and Ni, Wei and Jamalipour, Abbas and Zhang, Dalin and Du, Haifeng IEEE Transactions on Vehicular Technology, pp.1–1, 2022 |
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Deep-Graph-Based Reinforcement Learning for Joint Cruise Control and Task Offloading for Aerial Edge Internet of Things (EdgeIoT) Li, Kai and Ni, Wei and Yuan, Xin and Noor, Alam and Jamalipour, Abbas IEEE Internet of Things Journal, pp.21676–21686, 2022 |
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Personalized Location Privacy With Road Network-Indistinguishability Ma, Baihe and Wang, Xu and Ni, Wei and Liu, Ren Ping IEEE Transactions on Intelligent Transportation Systems, pp.1–13, 2022 |
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Differentially private crowdsourcing with the public and private blockchain Wang, Minghao and Zhu, Tianqing and Zuo, Xuhan and Yang, Mengmeng and Yu, Shui and Zhou, Wanlei IEEE Internet of Things Journal, pp.1–1, 2022 |
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When Internet of Things meets Metaverse: Convergence of Physical and Cyber Worlds Kai Li and Yingping Cui and Weicai Li and Tiejun Lv and Xin Yuan and Shenghong Li and Wei Ni and Meryem Simsek and Falko Dressler 2022 |
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Dispersed Pixel Perturbation-Based Imperceptible Backdoor Trigger for Image Classifier Models Wang, Yulong and Zhao, Minghui and Li, Shenghong and Yuan, Xin and Ni, Wei IEEE Transactions on Information Forensics and Security (TIFS), pp.3091–3106, jan, 2022 |
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Exploring Deep Reinforcement Learning-Assisted Federated Learning for Online Resource Allocation in Privacy-Preserving EdgeIoT Jingjing Zheng and Kai Li and Naram Mhaisen and Wei Ni and Eduardo Tovar and Mohsen Guizani IEEE Internet of Things Journal, pp.21099–21110, 2022 |
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Local Differentially Private Fuzzy Counting in Stream Data Using Probabilistic Data Structures Vatsalan, Dinusha and Bhaskar, Raghav and Kaafar, Mohamed Ali IEEE Transactions on Knowledge and Data Engineering (TKDE), pp.1–14, 2022 |
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Privacy-Driven Learning Analytics Joksimovi’c, Sre’cko and Marshall, Ruth and Rakotoarivelo, Thierry and Ladjal, Djazia and Zhan, Chen and Pardo, Abelardo Manage Your Own Learning Analytics: Implement a Rasch Modelling Approach, pp.1–22, 2022 |
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Technological frameworks on ethical and trustworthy learning analytics Ladjal, Djazia and Joksimović, Srećko and Rakotoarivelo, Thierry and Zhan, Chen British Journal of Educational Technology, pp.733–736, 2022 |
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Enhancing Utility In The Watchdog Privacy Mechanism Zarrabian, Mohammad Amin and Ding, Ni and Sadeghi, Parastoo and Rakotoarivelo, Thierry ICASSP 2022 – 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp.2979–2983, 2022 |
| Implementing next generation privacy and ethics research in education technology Marshall, Ruth and Pardo, Abelardo and Smith, David and Watson, Tony British Journal of Educational Technology, pp.737–755, 2022 |
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Blockchain-Enabled Federated Learning: A Survey Qu, Youyang and Uddin, Md Palash and Gan, Chenquan and Xiang, Yong and Gao, Longxiang and Yearwood, John ACM Computing Surveys (CSUR), feb, 2022 |
| Differentially Private Distributed Frequency Estimation Yang, Mengmeng and Tjuawinata, Ivan and Lam, Kwok-Yan and Zhu, Tianqing and Zhao, Jun IEEE Transactions on Dependable and Secure Computing, 2022 |
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Attaining Fairness in Communication for Omniscience Ding, Ni and Sadeghi, Parastoo and Smith, David and Rakotoarivelo, Thierry Entropy, 2022 |
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Making the Most of Parallel Composition in Differential Privacy Josh Smith and Hassan Jameel Asghar and Gianpaolo Gioiosa and Sirine Mrabet and Serge Gaspers and Paul Tyler Privacy Enhancing Technologies Symposium (PETS), pp.253–273, 2022 |
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Low-Latency Federated Learning Over Wireless Channels With Differential Privacy Wei, Kang and Li, Jun and Ma, Chuan and Ding, Ming and Chen, Cailian and Jin, Shi and Han, Zhu and Poor, H. Vincent IEEE Journal on Selected Areas in Communications, pp.290–307, 2022 |
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A Taxonomy for Privacy-preserving Record Linkage Attacks Vidanage, Anushka and Ranbaduge, Thilina and Christen, Peter and Schnell, Rainer Journal of Privacy and Confidentiality, 2022 |
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Privacy risk quantification in education data using Markov model Vatsalan, Dinusha and Rakotoarivelo, Thierry and Bhaskar, Raghav and Tyler, Paul and Ladjal, Djazia British Journal of Educational Technology (BJET), pp.1–18, 2022 |
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Federated Learning for Smart Healthcare: A Survey Nguyen, Dinh C. and Pham, Quoc-Viet and Pathirana, Pubudu N. and Ding, Ming and Seneviratne, Aruna and Lin, Zihuai and Dobre, Octavia and Hwang, Won-Joo ACM Computing Surveys (CSUR), feb, 2022 |
| When federated learning meets blockchain: A new distributed learning paradigm Ma, Chuan and Li, Jun and Shi, Long and Ding, Ming and Wang, Taotao and Han, Zhu and Poor, H Vincent IEEE Computational Intelligence Magazine, pp.26–33, 2022 |
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| Identitydp: Differential private identification protection for face images Wen, Yunqian and Liu, Bo and Ding, Ming and Xie, Rong and Song, Li Neurocomputing, pp.197–211, 2022 |
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Multi-Agent Deep Reinforcement Learning-Based Interdependent Computing for Mobile Edge Computing-Assisted Robot Teams Cui, Qimei and Zhao, Xiyu and Ni, Wei and Hu, Zheng and Tao, Xiaofeng and Zhang, Ping IEEE Transactions on Vehicular Technology, pp.1–12, 2022 |
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Deep Reinforcement Learning-Driven Secrecy Design for Intelligent Reflecting Surface-Based 6G-IoT Networks Saleem, Rabbia and Ni, Wei and Ikram, Muhammad and Jamalipour, Abbas IEEE Internet of Things Journal, pp.1–1, 2022 |
| BASS: Blockchain-Based Asynchronous SignSGD for Robust Collaborative Data Mining Xu, Chenhao and Qu, Youyang and Xiang, Yong and Gao, Longxiang and Smith, David and Yu, Shui 2022 IEEE 9th International Conference on Data Science and Advanced Analytics (DSAA), pp.1–7, 2022 |
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| An Efficient and Reliable Asynchronous Federated Learning Scheme for Smart Public Transportation Xu, Chenhao and Qu, Youyang and Luan, Tom H and Eklund, Peter W and Xiang, Yong and Gao, Longxiang IEEE Transactions on Vehicular Technology, 2022 |
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| Joint Front–Edge–Cloud IoVT Analytics: Resource-Effective Design and Scheduling Chen, Youjia and Zhao, Tiesong and Cheng, Peng and Ding, Ming and Chen, Chang Wen IEEE Internet of Things Journal, pp.23941–23953, 2022 |
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| Intelligent blockchain-based edge computing via deep reinforcement learning: Solutions and challenges Nguyen, Dinh C and Nguyen, Van-Dinh and Ding, Ming and Chatzinotas, Symeon and Pathirana, Pubudu N and Seneviratne, Aruna and Dobre, Octavia and Zomaya, Albert Y IEEE Network, pp.12–19, 2022 |
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| Fundamentals of Ultra-dense Wireless Networks L’opez-P’erez, David and Ding, Ming Cambridge University Press, 2022 |
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| Path Planning for the Dynamic UAV-Aided Wireless Systems Using Monte Carlo Tree Search Qian, Yuwen and Sheng, Kexin and Ma, Chuan and Li, Jun and Ding, Ming and Hassan, Mahbub IEEE Transactions on Vehicular Technology, pp.6716–6721, 2022 |
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| Client scheduling in wireless federated learning based on channel and learning qualities Leng, Jichao and Lin, Zihuai and Ding, Ming and Wang, Peng and Smith, David and Vucetic, Branka IEEE Wireless Communications Letters, pp.732–735, 2022 |
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| TAESim: a testbed for IoT security analysis of trigger-action environment Ban, Xinbo and Ding, Ming and Liu, Shigang and Chen, Chao and Zhang, Jun and Xiang, Yang Computer Security. ESORICS 2021 International Workshops: CyberICPS, SECPRE, ADIoT, SPOSE, CPS4CIP, and CDT\&SECOMANE, Darmstadt, Germany, October 4–8, 2021, Revised Selected Papers, pp.218–237, 2022 |
2021
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MmWave M2M Networks: Improving Delay Performance of Relaying Z. Chen and D. Smith IEEE Transactions on Wireless Communications, pp.1–1, January, 2021 |
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User-Level Privacy-Preserving Federated Learning: Analysis and Performance Optimization Wei, Kang and Li, Jun and Ding, Ming and Ma, Chuan and Su, Hang and Zhang, Bo and Poor, H. Vincent IEEE Transactions on Mobile Computing, pp.1–1, 2021 |
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Coordinated Charge and Discharge Scheduling of Electric Vehicles for Load Curve Shaping Nimalsiri, Nanduni I. and Ratnam, Elizabeth L. and Smith, David B. and Mediwaththe, Chathurika P. and Halgamuge, Saman K. IEEE Transactions on Intelligent Transportation Systems, pp.1–13, May, 2021 |
| The Audio Auditor: User-Level Membership Inference in Internet of Things Voice Services Miao, Yuantian and Xue, Minhui and Chen, Chao and Pan, Lei and Zhang, Jun and Zhao, Benjamin Zi Hao and Kaafar, Dali and Xiang, Yang Privacy Enhancing Technologies Symposium (PETS), pp.209–228, 2021 |
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| BEdgeHealth: A Decentralized Architecture for Edge-based IoMT Networks Using Blockchain Nguyen, Dinh C and Pathirana, Pubudu N and Ding, Ming and Seneviratne, Aruna IEEE Internet of Things Journal, 2021 |
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| On the (In)Feasibility of Attribute Inference Attacks on Machine Learning Models Benjamin Zi Hao Zhao and Aviral Agrawal and Catisha Coburn and Hassan Jameel Asghar and Raghav Bhaskar and Mohamed Ali Kaafar and Darren Webb and Peter Dickinson IEEE European Symposium on Security and Privacy (EUROSP), 2021 |
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| Online Switch-Based Hybrid Beamforming for Massive MIMO Systems Nosrati, Hamed and Aboutanios, Elias and Smith, David European Signal Processing Conference (EUSIPCO), pp.1757–1761, 2021 |
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| Optimized Data Sharing with Differential Privacy: A Game-theoretic Approach Wu, Nan and Smith, David and Kaafar, Mohamed Ali AAAI Workshop on Privacy-Preserving Artificial Intelligence (PPAI-21), pp.1–9, February, 2021 |
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Privacy-Preserving Schemes for Safeguarding Heterogeneous Data Sources in Cyber-Physical Systems Keshk, Marwa and Turnbull, Benjamin and Sitnikova, Elena and Vatsalan, Dinusha and Moustafa, Nour IEEE Access, 2021 |
| The Cost of Privacy in Asynchronous Differentially-Private Machine Learning Farokhi, Farhad and Wu, Nan and Smith, David and Kaafar, Mohamed Ali IEEE Transactions on Information Forensics and Security (TIFS), pp.2118–2129, January, 2021 |
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When Machine Learning Meets Privacy: A Survey and Outlook Liu, Bo and Ding, Ming and Shaham, Sina and Rahayu, Wenny and Farokhi, Farhad and Lin, Zihuai ACM Computing Surveys (CSUR), pp.1–36, 2021 |
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Differentially Private Release of Datasets using Gaussian Copula Asghar, Hassan Jameel and Ding, Ming and Rakotoarivelo, Thierry and Mrabet, Sirine and Kaafar, Dali Journal of Privacy and Confidentiality, February, 2021 |
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Hold On! Your Emotion and Behaviour when Falling for Fake News in Social Media Vatsalan, Dinusha and Arachchilage, Nalin Asanka Gamagedara 2021 CHI Workshop on Technologies to Support Critical Thinking in an Age of Misinformation, 2021 |
| Realistic Differentially-Private Transmission Power Flow Data Release Smith, David and Geth, Frederik and Vercoe, Elliott and Feutrill, Andrew and Ding, Ming and Chan, Jonathan and Foster, James and Rakotoarivelo, Thierry arXiv preprint arXiv:2103.14036, March, 2021 |
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| Coordinated charging and discharging control of electric vehicles to manage supply voltages in distribution networks: Assessing the customer benefit Nimalsiri, Nanduni I and Ratnam, Elizabeth L and Mediwaththe, Chathurika P and Smith, David B and Halgamuge, Saman K Applied Energy, pp.116857, June, 2021 |
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Modern Privacy-Preserving Record LinkageTechniques: An Overview Aris Gkoulalas-Divanis, Dinusha Vatsalan, Dimitrios Karapiperis, and Murat Kantarcioglu IEEE Transactions on Information Forensics and Security (TIFS), pp.4966–4987, 2021 |
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Federated Learning Meets Blockchain in Edge Computing: Opportunities and Challenges Nguyen, Dinh C. and Ding, Ming and Pham, Quoc-Viet and Pathirana, Pubudu N. and Le, Long Bao and Seneviratne, Aruna and Li, Jun and Niyato, Dusit and Poor, H. Vincent IEEE Internet of Things Journal, pp.12806–12825, 2021 |
| Privacy Preserving Text Data Encoding and Topic Modelling Dinusha Vatsalan, Raghav Bhaskar, Aris Gkoulalas-Divanis, and Dimitrios Karapiperis Big Data Conference Proceedings, 2021 |
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Federated Learning for Internet of Things: A Comprehensive Survey Nguyen, Dinh C. and Ding, Ming and Pathirana, Pubudu N. and Seneviratne, Aruna and Li, Jun and Vincent Poor, H. IEEE Communications Surveys and Tutorials, pp.1622–1658, 2021 |
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Federated Learning With Unreliable Clients: Performance Analysis and Mechanism Design Ma, Chuan and Li, Jun and Ding, Ming and Wei, Kang and Chen, Wen and Poor, H. Vincent IEEE Internet of Things Journal, pp.17308–17319, 2021 |
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Cooperative Task Offloading and Block Mining in Blockchain-based Edge Computing with Multi-agent Deep Reinforcement Learning Nguyen, Dinh and Ding, Ming and Pathirana, Pubudu and Seneviratne, Aruna and Li, Jun and Poor, Vincent IEEE Transactions on Mobile Computing, pp.1–1, 2021 |
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6G Internet of Things: A Comprehensive Survey Nguyen, Dinh C. and Ding, Ming and Pathirana, Pubudu N. and Seneviratne, Aruna and Li, Jun and Niyato, Dusit and Dobre, Octavia and Poor, H. Vincent IEEE Internet of Things Journal, pp.1–1, 2021 |
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Federated Learning for COVID-19 Detection with Generative Adversarial Networks in Edge Cloud Computing Nguyen, Dinh C. and Ding, Ming and Pathirana, Pubudu N. and Seneviratne, Aruna and Zomaya, Albert Y. IEEE Internet of Things Journal, pp.1–1, 2021 |
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Performance Analysis of Reconfigurable Intelligent Surface Assisted Wireless System With Low-Density Parity-Check Code Hu, Yunkai and Wang, Peng and Lin, Zihuai and Ding, Ming IEEE Communications Letters, pp.2879–2883, 2021 |
| A critique and attack on “Blockchain-based privacy-preserving record linkage” Christen, Peter and Schnell, Rainer and Ranbaduge, Thilina and Vidanage, Anushka Information Systems, pp.101930, 2021 |
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| Blockchain assisted decentralized federated learning (BLADE-FL): Performance analysis and resource allocation Li, Jun and Shao, Yumeng and Wei, Kang and Ding, Ming and Ma, Chuan and Shi, Long and Han, Zhu and Poor, H Vincent IEEE Transactions on Parallel and Distributed Systems, pp.2401–2415, 2021 |
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| Secure computation offloading in blockchain based IoT networks with deep reinforcement learning Nguyen, Dinh C and Pathirana, Pubudu N and Ding, Ming and Seneviratne, Aruna IEEE Transactions on Network Science and Engineering, pp.3192–3208, 2021 |
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| Data level privacy preserving: A stochastic perturbation approach based on differential privacy Ma, Chuan and Yuan, Long and Han, Li and Ding, Ming and Bhaskar, Raghav and Li, Jun IEEE Transactions on Knowledge and Data Engineering (TKDE), 2021 |
2020
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Privacy-Preserving Public Release of Datasets for Support Vector Machine Classification F. Farokhi IEEE Transactions on Big Data, pp.1–1, 2020 |
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Privacy Preserving Location Data Publishing: A Machine Learning Approach S. Shaham and M. Ding and B. Liu and S. Dang and Z. Lin and J. Li IEEE Transactions on Knowledge and Data Engineering (TKDE), pp.1–1, 2020 |
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Privacy-Preserving Constrained Quadratic Optimization With Fisher Information F. Farokhi IEEE Signal Processing Letters, pp.545–549, 2020 |
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Privacy-Preserved Optimal Energy Trading, Statistics, and Forecasting for a Neighborhood Area Network D. Smith and P. Wang and M. Ding and J. Chan and B. Spak and X. Guan and P. Tyler and T. Rakotoarivelo and Z. Lin and T. Abbasi Computer, pp.25–34, May, 2020 |
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Privacy Preservation in Location-Based Services: A Novel Metric and Attack Model S. Shaham and M. Ding and B. Liu and S. Dang and Z. Lin and J. Li IEEE Transactions on Mobile Computing, pp.1–1, 2020 |
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P4Mobi: A Probabilistic Privacy-Preserving Framework for Publishing Mobility Datasets Q. Yang and Y. Shen and D. Vatsalan and J. Zhang and M. A. Kaafar and W. Hu IEEE Transactions on Vehicular Technology, pp.6987–6999, 2020 |
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Temporally Discounted Differential Privacy for Evolving Datasets on an Infinite Horizon F. Farokhi ACM/IEEE International Conference on Cyber-Physical Systems (ICCPS), pp.1–8, 2020 |
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A Multi-modal Neural Embeddings Approach for Detecting Mobile Counterfeit Apps: A Case Study on Google Play Store N. Karunanayake and J. Rajasegaran and A. Gunathillake and S. Seneviratne and G. Jourjon IEEE Transactions on Mobile Computing, pp.1–1, 2020 |
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The Value of Collaboration in Convex Machine Learning with Differential Privacy N. Wu and F. Farokhi and D. Smith and M. Kaafar IEEE Symposium on Security and Privacy (SP), pp.304–317, May, 2020 |
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An Explicit Formula for the Zero-Error Feedback Capacity of a Class of Finite-State Additive Noise Channels A. Saberi and F. Farokhi and G. N. Nair IEEE International Symposium on Information Theory (ISIT), pp.2108–2113, 2020 |
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Power Control for Body Area Networks: Accurate Channel Prediction by Lightweight Deep Learning Y. Yang and D. Smith and J. Rajasegaran and S. Seneviratne IEEE Internet of Things Journal, pp.1–1, September, 2020 |
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Private routing and ride-sharing using homomorphic encryption F. Farokhi and I. Shames and K. H. Johansson IET Cyber-Physical Systems: Theory and Applications, pp.311–320, 2020 |
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Understanding Traffic Fingerprinting CNNs T. Dahanayaka and G. Jourjon and S. Seneviratne IEEE Conference on Local Computer Networks (LCN), pp.65–76, November, 2020 |
| A Decentralized Electric Vehicle Charge Scheduling Scheme for Tracking Power Profiles Nimalsiri, Nanduni and Smith, David and Ratnam, Elizabeth and Mediwaththe, Chathurika and Halgamuge, Saman IEEE Power \& Energy Society Innovative Smart Grid Technologies Conference (ISGT), pp.1–5, February, 2020 |
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Averaging Attacks on Bounded Noise-based Disclosure Control Algorithms Hassan Jameel Asghar and Dali Kaafar Privacy Enhancing Technologies Symposium (PETS), pp.358–378, 2020 |
| Blockchain for 5G and beyond networks: A state of the art survey Nguyen, Dinh C and Pathirana, Pubudu N and Ding, Ming and Seneviratne, Aruna Journal of Network and Computer Applications, pp.102693, 2020 |
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| Enabling AI in Future Wireless Networks: A Data Life Cycle Perspective Nguyen, Dinh C and Cheng, Peng and Ding, Ming and Lopez-Perez, David and Pathirana, Pubudu N and Li, Jun and Seneviratne, Aruna and Li, Yonghui and Poor, H Vincent IEEE Communications Surveys and Tutorials, 2020 |
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Fairness-Aware Privacy-Preserving Record Linkage Vatsalan, Dinusha and Yu, Joyce and Henecka, Wilko and Thorne, Brian Data Privacy Management, Cryptocurrencies and Blockchain Technology, pp.3–18, 2020 |
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Federated learning with differential privacy: Algorithms and performance analysis Wei, Kang and Li, Jun and Ding, Ming and Ma, Chuan and Yang, Howard H and Farokhi, Farhad and Jin, Shi and Quek, Tony QS and Poor, H Vincent IEEE Transactions on Information Forensics and Security (TIFS), pp.3454–3469, 2020 |
| From Load to Net Energy Forecasting: Short-Term Residential Forecasting for the Blend of Load and PV Behind the Meter Razavi, S Ehsan and Arefi, Ali and Ledwich, Gerard and Nourbakhsh, Ghavameddin and Smith, David and Minakshi, Manickam IEEE Access, December, 2020 |
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Hyper-Parameter Optimization for Privacy-Preserving Record Linkage Yu, Joyce and Nabaglo, Jakub and Vatsalan, Dinusha and Henecka, Wilko and Thorne, Brian Joint European Conference on Machine Learning and Knowledge Discovery in Databases, pp.281–296, 2020 |
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Implementing homomorphic encryption based secure feedback control Julian Tran and Farhad Farokhi and Michael Cantoni and Iman Shames Control Engineering Practice, pp.104350, 2020 |
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Incremental clustering techniques for multi-party Privacy-Preserving Record Linkage Dinusha Vatsalan and Peter Christen and Erhard Rahm Data & Knowledge Engineering, pp.101809, 2020 |
| Integration of blockchain and cloud of things: Architecture, applications and challenges Nguyen, Dinh C and Pathirana, Pubudu N and Ding, Ming and Seneviratne, Aruna IEEE Communications Surveys and Tutorials, pp.2521–2549, 2020 |
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| Invisible backdoor attacks on deep neural networks via steganography and regularization Li, Shaofeng and Xue, Minhui and Zhao, Benjamin and Zhu, Haojin and Zhang, Xinpeng IEEE Transactions on Dependable and Secure Computing, 2020 |
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| Multi-stage antenna selection for adaptive beamforming in MIMO radar Nosrati, Hamed and Aboutanios, Elias and Smith, David IEEE Transactions on Signal Processing, pp.1374–1389, 2020 |
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| Not one but many Tradeoffs: Privacy Vs. Utility in Differentially Private Machine Learning Zhao, Benjamin Zi Hao and Kaafar, Mohamed Ali and Kourtellis, Nicolas ACM SIGSAC Conference on Cloud Computing Security Workshop, pp.15–26, 2020 |
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On Properties and Optimization of Information-theoretic Privacy Watchdog Parastoo Sadeghi and Ni Ding and Thierry Rakotoarivelo IEEE Information Theory Workshop (ITW), 10, 2020 |
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On safeguarding privacy and security in the framework of federated learning Ma, Chuan and Li, Jun and Ding, Ming and Yang, Howard H and Shu, Feng and Quek, Tony QS and Poor, H Vincent IEEE Networks, pp.242–248, 2020 |
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On the Resilience of Biometric Authentication Systems against Random Inputs Zhao, Benjamin Zi Hao and Asghar, Hassan Jameel and Kaafar, Mohamed Ali Network and Distributed System Security Symposium (NDSS), 2020 |
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P-Signature-Based Blocking to Improve the Scalability of Privacy-Preserving Record Linkage Vatsalan, Dinusha and Yu, Joyce and Thorne, Brian and Henecka, Wilko Data Privacy Management, Cryptocurrencies and Blockchain Technology, pp.35–51, 2020 |
| PALOR: Poisoning Attacks Against Logistic Regression Wen, Jialin and Zhao, Benjamin Zi Hao and Xue, Minhui and Qian, Haifeng Australasian Conference on Information Security and Privacy, pp.447–460, 2020 |
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| Peer-to-peer trading in electricity networks: An overview Tushar, Wayes and Saha, Tapan Kumar and Yuen, Chau and Smith, David and Poor, H Vincent IEEE Transactions on Smart Grid, pp.3185–3200, January, 2020 |
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Privacy-preserved task offloading in mobile blockchain with deep reinforcement learning Nguyen, Dinh C and Pathirana, Pubudu N and Ding, Ming and Seneviratne, Aruna IEEE Transactions on Network and Service Management, pp.2536–2549, 2020 |
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Privacy-Preserving Techniques for Protecting Large-Scale Data of Cyber-Physical Systems Keshk, Marwa and Moustafa, Nour and Sitnikova, Elena and Turnbull, Benjamin and Vatsalan, Dinusha IEEE Conference on Mobility, Sensing and Networking (MSN), pp.711–717, 2020 |
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Privacy-Utility Tradeoff in a Guessing Framework Inspired by Index Coding Y. Liu and N. Ding and P. Sadeghi and T. Rakotoarivelo IEEE International Symposium on Information Theory (ISIT), pp.926–931, 2020 |
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Sequence Data Matching and Beyond: New Privacy-Preserving Primitives Based on Bloom Filters Xue, Wanli and Vatsalan, Dinusha and Hu, Wen and Seneviratne, Aruna IEEE Transactions on Information Forensics and Security (TIFS), pp.2973–2987, 2020 |
| Skin-MIMO: Vibration-based MIMO Communication over Human Skin Ma, Dong and Wu, Yuezhong and Ding, Ming and Hassan, Mahbub and Hu, Wen IEEE INFOCOM Conference on Computer Communications, pp.784–793, 2020 |
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| Secure Multi-party Summation Protocols: Are They Secure Enough Under Collusion? Ranbaduge, Thilina and Vatsalan, Dinusha and Christen, Peter Transactions on Data Privacy, pp.25–60, 04, 2020 |
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| Accelerating astronomy using Atomic COTS Hampson, Grant and Humphrey, D and Jourjon, G and Bunton, John and Bengston, K and Bolin, Andrew and Chen, Yuqing and Troup, Euan RadioNet Workshop on Future Trends in Radio Astronomy Instrumentation, 09, 2020 |
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Measuring and analysing the chain of implicit trust: a study of third-party resources loading Muhammad Ikram and Rahat Masood and Gareth Tyson and Kaafar, Mohamed Ali and Noha Loizon and Roya Ensafi ACM Transactions on Privacy and Security (TOPS), pp.1–27, April, 2020 |
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Challenges and prospects for negawatt trading in light of recent technological developments Tushar, Wayes and Saha, Tapan K. and Yuen, Chau and Smith, David and Ashworth, Peta and Poor, H. Vincent and Basnet, Subarna Nature Energy, pp.834–841, November, 2020 |
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Exploiting Behavioral Side Channels in Observation Resilient Cognitive Authentication Schemes Zhao, Benjamin Zi Hao and Asghar, Hassan Jameel and Kaafar, Mohamed Ali and Trevisan, Francesca and Yuan, Haiyue ACM Transactions on Privacy and Security (TOPS), September, 2020 |
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Not All Attributes are Created Equal: dX-Private Mechanisms for Linear Queries Kamalaruban, Parameswaran and Perrier, Victor and Asghar, Hassan Jameel and Kaafar, Mohamed Ali Privacy Enhancing Technologies Symposium (PETS), pp.103–125, January, 2020 |
| Who let the DOGS out: Anonymous but Auditable communications using Group Signature schemes with Distributed Opening Dehez-Clementi, Marina and Deneuville, Jean-Christophe and Lacan, J’erome and Asghar, Hassan and Kaafar, Mohamed Ali Data Privacy Management, Cryptocurrencies and Blockchain Technology: ESORICS 2020 International Workshops, DPM 2020 and CBT 2020, Guildford, UK, September 17–18, 2020, Revised Selected Papers, pp.437, 2020 |
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Feature-Based Adversarial Attacks Against Machine Learnt Mobile Malware Detectors Shahpasand, Maryam and Hamey, Leonard and Kaafar, Mohamed Ali and Vatsalan, Dinusha 2020 30th International Telecommunication Networks and Applications Conference (ITNAC), pp.1–8, 2020 |
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Phishing email strategies: Understanding cybercriminals’ strategies of crafting phishing emails Stojnic, Tatyana and Vatsalan, Dinusha and Arachchilage, Nalin AG Security and Privacy, pp.e165, 2020 |
2019
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Flexible Resource Allocation in Device-to-Device Communications Using Stackelberg Game Theory N. Sawyer and D. B. Smith IEEE Transactions on Communications, pp.653–667, 2019 |
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Precise and Fast Cryptanalysis for Bloom Filter Based Privacy-Preserving Record Linkage P. Christen and T. Ranbaduge and D. Vatsalan and R. Schnell IEEE Transactions on Knowledge and Data Engineering (TKDE), pp.2164–2177, 2019 |
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The Impact of Adverse Weather Conditions on Autonomous Vehicles: How Rain, Snow, Fog, and Hail Affect the Performance of a Self-Driving Car Zang, Shizhe and Ding, Ming and Smith, David and Tyler, Paul and Rakotoarivelo, Thierry and Kaafar, Mohamed Ali IEEE Vehicular Technology Magazine, pp.103–111, 2019 |
| A decade of mal-activity reporting: A retrospective analysis of internet malicious activity blacklists Zhao, Benjamin Zi Hao and Ikram, Muhammad and Asghar, Hassan Jameel and Kaafar, Mohamed Ali and Chaabane, Abdelberi and Thilakarathna, Kanchana ACM Asia Conference on Computer and Communications Security (AsiaCCS), pp.193–205, 2019 |
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A Fundamental Bound on Performance of Non-Intrusive Load Monitoring with Application to Smart Meter Privacy Farhad Farokhi 2019 |
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A privacy-preserving-framework-based blockchain and deep learning for protecting smart power networks Keshk, Marwa and Turnbull, Benjamin and Moustafa, Nour and Vatsalan, Dinusha and Choo, Kim-Kwang Raymond IEEE Transactions on Industrial Informatics, pp.5110–5118, 2019 |
| A survey of algorithms for distributed charging control of electric vehicles in smart grid Nimalsiri, Nanduni I and Mediwaththe, Chathurika P and Ratnam, Elizabeth L and Shaw, Marnie and Smith, David B and Halgamuge, Saman K IEEE Transactions on Intelligent Transportation Systems, pp.4497–4515, 2019 |
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| Adversarial attacks on mobile malware detection Shahpasand, Maryam and Hamey, Len and Vatsalan, Dinusha and Xue, Minhui IEEE Workshop on Artificial Intelligence for Mobile (AI4Mobile), pp.17–20, 2019 |
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Ensuring privacy with constrained additive noise by minimizing Fisher information Farhad Farokhi and Henrik Sandberg Automatica, pp.275–288, 2019 |
| Experimental analysis of cross-layer optimization for distributed wireless body-to-body networks Shimly, Samiya M and Smith, David B and Movassaghi, Samaneh IEEE Sensors Journal, pp.12494–12509, 2019 |
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Fast privacy-preserving network function outsourcing Hassan Jameel Asghar and Emiliano De Cristofaro and Guillaume Jourjon and Mohammed Ali Kaafar and Laurent Mathy and Luca Melis and Craig Russell and Mang Yu Computer Networks, pp.106893, 2019 |
| Multi-Tier mmWave Networks: Improving Fairness for Spectrally-Efficient Downlink Scheduling Chen, Ziqi and Smith, David B Vehicular Technology Conference (VTC), pp.1–5, 2019 |
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On Inferring Training Data Attributes in Machine Learning Models Hao Zhao, Benjamin Zi and Jameel Asghar, Hassan and Bhaskar, Raghav and Kaafar, Mohamed Ali Workshop on Privacy Preserving Machine Learning, ACM CCS, 2019 |
| Online Privacy in Mobile and Web Platforms: Risk Quantification and Obfuscation Techniques Masood, Rahat PhD Thesis, University of New South Wales, 2019 |
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Private continual release of real-valued data streams Victor Perrier and Asghar, Hassan Jameel and Dali Kaafar Network and Distributed System Security Symposium (NDSS), pp.1–13, 2019 |
| Repairing of Record Linkage: Turning Errors into Insight. Bui-Nguyen, Quyen and Wang, Qing and Shao, Jingyu and Vatsalan, Dinusha International Conference on Extending Database Technology (EDBT), pp.638–641, 2019 |
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| Robust frequency, phase, and amplitude estimation in power systems considering harmonics Sun, Jiadong and Aboutanios, Elias and Smith, David B and Fletcher, John E IEEE Transactions on Power Delivery, pp.1158–1168, 2019 |
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| Switch-based hybrid precoding in mmWave massive MIMO systems Nosrati, Hamed and Aboutanios, Elias and Smith, David and others European Signal Processing Conference (EUSIPCO), pp.1–5, 2019 |
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The Attack of the Clones against Proof-of-Authority Parinya Ekparinya and Vincent Gramoli and Guillaume Jourjon Network and Distributed System Security Symposium (NDSS), 2019 |
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The Chain of Implicit Trust: An Analysis of the Web Third-party Resources Loading Muhammad Ikram and Rahat Masood and Gareth Tyson and Mohamed Ali Kaafar and Noha Loizon and Roya Ensafi The World Wide Web Conference (WWW), 2019 |
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A Submodularity-based Clustering Algorithm for the Information Bottleneck and Privacy Funnel N. Ding and P. Sadeghi IEEE Information Theory Workshop (ITW), pp.1–5, August, 2019 |
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Evolutionary Games for Correlation-Aware Clustering in Massive Machine-to-Machine Networks N. Sawyer and M. Naderi Soorki and W. Saad and D. B. Smith and N. Ding IEEE Transactions on Communications, pp.6527–6543, September, 2019 |
2018
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Fisher Information as a Measure of Privacy: Preserving Privacy of Households With Smart Meters Using Batteries F. Farokhi and H. Sandberg IEEE Transactions on Smart Grid, pp.4726–4734, 2018 |
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Determining Optimal Rates for Communication for Omniscience N. Ding and C. Chan and Q. Zhou and R. A. Kennedy and P. Sadeghi IEEE Transactions on Information Theory, pp.1919–1944, 2018 |
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Distributed Data Compression in Sensor Clusters: A Maximum Independent Flow Approach N. Ding and P. Sadeghi and D. Smith and T. Rakotoarivelo IEEE International Symposium on Information Theory (ISIT), pp.2221–2225, 2018 |
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{DLibOS: Performance and Protection with a Network-on-Chip} Stephen Mallon and Vincent Gramoli and Guillaume Jourjon Architectural Support for Programming Languages and Operating Systems (ASPLOS), pp.737–750, 2018 |
| A scalable and efficient subgroup blocking scheme for multidatabase record linkage Ranbaduge, Thilina and Vatsalan, Dinusha and Christen, Peter Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), pp.15–27, 2018 |
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| An Overview of Big Data Issues in Privacy-Preserving Record Linkage Vatsalan, Dinusha and Karapiperis, Dimitrios and Gkoulalas-Divanis, Aris International Symposium on Algorithmic Aspects of Cloud Computing, pp.118–136, 2018 |
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Improving Computational Efficiency of Communication for Omniscience and Successive Omniscience N. Ding and P. Sadeghi and T. Rakotoarivelo Allerton Conference on Communication, Control, and Computing (Allerton), pp.1073–1080, 2018 |
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Incognito: A Method for Obfuscating Web Data Masood, Rahat and Vatsalan, Dinusha and Ikram, Muhammad and Kaafar, Mohamed Ali The World Wide Web Conference (WWW), pp.267–276, 2018 |
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Touch and you’re trapp(ck)ed: quantifying the uniqueness of touch gestures for tracking Rahat Masood and Zhao, Benjamin Zi Hao and Asghar, Hassan Jameel and Kaafar, Mohamed Ali Privacy Enhancing Technologies Symposium (PETS), pp.122–142, 2018 |
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Fairness in Multiterminal Data Compression: A Splitting Method for the Egalitarian Solution N. Ding and D. Smith and P. Sadeghi and T. Rakotoarivelo IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp.6383–6387, April, 2018 |
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Fairness in Multiterminal Data Compression: Decomposition of Shapley Value N. Ding and D. Smith and T. Rakotoarivelo and P. Sadeghi IEEE International Symposium on Information Theory (ISIT), pp.886–890, June, 2018 |
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DLibOS: Performance and Protection with a Network-on-Chip Mallon, Stephen and Gramoli, Vincent and Jourjon, Guillaume SIGPLAN Not., pp.737–750, mar, 2018 |
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Human Context Detection From Kinetic Energy Harvesting Wearables Khalifa, Sara and Lan, Guohao and Hassan, Mahbub and Hu, Wen and Seneviratne, Aruna , 012018 |
2017
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Price Discrimination for Energy Trading in Smart Grid: A Game Theoretic Approach Tushar, Wayes and Yuen, Chau and Smith, David B. and Poor, H. Vincent IEEE Transactions on Smart Grid, pp.1790–1801, 2017 |
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Design and Analysis of an Efficient Friend-to-Friend Content Dissemination System Thilakarathna, Kanchana and Viana, Aline Carneiro and Seneviratne, Aruna and Petander, Henrik IEEE Transactions on Mobile Computing, pp.702–715, 2017 |
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Enabling Fast and Slow Lanes for Content Providers Using Software Defined Networking Habibi Gharakheili, Hassan and Sivaraman, Vijay and Moors, Tim and Vishwanath, Arun and Matthews, John and Russell, Craig IEEE/ACM Transactions on Networking, pp.1373–1385, 2017 |
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A Small-Cell Caching System in Mobile Cellular Networks With LoS and NLoS Channels Li, Jun and Chen, Youjia and Ding, Ming and Shu, Feng and Vucetic, Branka and You, Xiaohu IEEE Access, pp.1296–1305, 2017 |
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Uplink Performance Analysis of Dense Cellular Networks With LoS and NLoS Transmissions Ding, Tian and Ding, Ming and Mao, Guoqiang and Lin, Zihuai and López-Pérez, David and Zomaya, Albert Y. IEEE Transactions on Wireless Communications, pp.2601–2613, 2017 |
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On the Estimation of the Parameters of a Real Sinusoid in Noise Ye, Shanglin and Sun, Jiadong and Aboutanios, Elias IEEE Signal Processing Letters, pp.638–642, 2017 |
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App Miscategorization Detection: A Case Study on Google Play Surian, Didi and Seneviratne, Suranga and Seneviratne, Aruna and Chawla, Sanjay IEEE Transactions on Knowledge and Data Engineering, pp.1591–1604, 2017 |
| Kryptein: A Compressive-Sensing-Based Encryption Scheme for the Internet of Things Xue, Wanli and Luo, Chenwen and Lan, Guohao and Rana, Rajib and Hu, Wen and Seneviratne, Aruna 2017 16th ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN), pp.169–180, 2017 |
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Garbage Collection of Forwarding Rules in Software Defined Networks M. T. I. ul Huque and G. Jourjon and V. Gramoli IEEE Communications Magazine, pp.39–45, 2017 |
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Dynamic base station repositioning to improve spectral efficiency of drone small cells Fotouhi, Azade and Ding, Ming and Hassan, Mahbub 2017 IEEE 18th International Symposium on A World of Wireless, Mobile and Multimedia Networks (WoWMoM), pp.1–9, 2017 |
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Understanding autonomous drone maneuverability for Internet of Things applications Fotouhi, Azade and Ding, Ming and Hassan, Mahbub 2017 IEEE 18th International Symposium on A World of Wireless, Mobile and Multimedia Networks (WoWMoM), pp.1–6, 2017 |
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A Survey of Wearable Devices and Challenges Seneviratne, Suranga and Hu, Yining and Nguyen, Tham and Lan, Guohao and Khalifa, Sara and Thilakarathna, Kanchana and Hassan, Mahbub and Seneviratne, Aruna IEEE Communications Surveys & Tutorials, pp.2573–2620, 2017 |
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Stratosphere: Dynamic IP Overlay Above the Clouds Ekparinya, Parinya and Gramoli, Vincent and Jourjon, Guillaume and Zhu, Liming 2017 IEEE 42nd Conference on Local Computer Networks (LCN), pp.583–586, 2017 |
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MPTCP energy enhancement paradox: A Q-learning approach Shamani, Mohammad Javad and Rezaei, Saeid and Jourjon, Guillaume and Seneviratne, Aruna 2017 27th International Telecommunication Networks and Applications Conference (ITNAC), pp.1–4, 2017 |
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KEH-Gait: Towards a Mobile Healthcare User Authentication System by Kinetic Energy Harvesting Xu, Weitao and Lan, Guohao and Lin, Qi and Khalifa, Sara and Bergmann, Neil and Hassan, Mahbub and Hu, Wen Network and Distributed System Security Symposium (NDSS), 2017 |
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POSTER: TouchTrack: How Unique Are Your Touch Gestures? Masood, Rahat and Zhao, Benjamin Zi Hao and Asghar, Hassan Jameel and Kaafar, Moahmed Ali ACM SIGSAC Conference on Computer and Communications Security (CCS), pp.2555–2557, 2017 |
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Privacy-Preserving Record Linkage for Big Data: Current Approaches and Research Challenges Vatsalan, Dinusha and Sehili, Ziad and Christen, Peter and Rahm, Erhard Handbook of Big Data Technologies, pp.851–895, 2017 |
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Towards Seamless Tracking-Free Web: Improved Detection of Trackers via One-class Learning Muhammad Ikram and Hassan Jameel Asghar and Mohamed Ali Kaafar and Anirban Mahanti and Balachandar Krishnamurthy Privacy Enhancing Technologies Symposium (PETS), pp.79–99, 2017 |
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Measuring, Characterizing, and Detecting Facebook Like Farms Ikram, Muhammad and Onwuzurike, Lucky and Farooqi, Shehroze and Cristofaro, Emiliano De and Friedman, Arik and Jourjon, Guillaume and Kaafar, Mohammed Ali and Shafiq, M. Zubair ACM Transactions on Privacy and Security (TOPS), September, 2017 |
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A deep dive into location-based communities in social discovery networks Kanchana Thilakarathna and Suranga Seneviratne and Kamal Gupta and Mohamed Ali Kaafar and Aruna Seneviratne Computer Communications, pp.78–90, 2017 |
| Crowd-cache: Leveraging on spatio-temporal correlation in content popularity for mobile networking in proximity Thilakarathna, Kanchana and Jiang, Fang-Zhou and Mrabet, Sirine and Kaafar, Mohamed Ali and Seneviratne, Aruna and Xie, Gaogang Computer Communications, pp.104–117, 2017 |
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| Efficient content distribution in Dooh advertising networks exploiting urban geo-social connectivity Jiang, Fang-Zhou and Thilakarathna, Kanchana and Hassan, Mahbub and Ji, Yusheng and Seneviratne, Aruna Proceedings of the 26th International Conference on World Wide Web Companion, pp.1363–1370, 2017 |
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| Airborne disease propagation on large scale social contact networks Shahzamal, Md and Jurdak, Raja and Arablouei, Reza and Kim, Minkyoung and Thilakarathna, Kanchana and Mans, Bernard Proceedings of the 2nd International Workshop on Social Sensing, pp.35–40, 2017 |
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BreathPrint: Breathing Acoustics-Based User Authentication Chauhan, Jagmohan and Hu, Yining and Seneviratne, Suranga and Misra, Archan and Seneviratne, Aruna and Lee, Youngki Proceedings of the 15th Annual International Conference on Mobile Systems, Applications, and Services, pp.278–291, 2017 |
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Implementing Geo-Blocking and Spoofing Protection in Multi-Domain Software Defined Interconnects Kumar, Himal and Mercian, Anu and Banerjee, Sujata and Russell, Craig and Sivaraman, Vijay Proceedings of the 1st International Workshop on Security and Dependability of Multi-Domain Infrastructures, 2017 |
| Veh-com: Demodulating vibration energy harvesting for short range communication Lan, Guohao and Xu, Weitao and Khalifa, Sara and Hassan, Mahbub and Hu, Wen 2017 IEEE International Conference on Pervasive Computing and Communications (PerCom), pp.170–179, 2017 |
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| KEH-Gait: Towards a Mobile Healthcare User Authentication System by Kinetic Energy Harvesting. Xu, Weitao and Lan, Guohao and Lin, Qi and Khalifa, Sara and Bergmann, Neil and Hassan, Mahbub and Hu, Wen NDSS, pp.0–4, 2017 |
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| Spam mobile apps: Characteristics, detection, and in the wild analysis Seneviratne, Suranga and Seneviratne, Aruna and Kaafar, Mohamed Ali and Mahanti, Anirban and Mohapatra, Prasant ACM Transactions on the Web (TWEB), pp.1–29, 2017 |
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| Garbage collection of forwarding rules in software defined networks ul Huque, Md Tanvir Ishtaique and Jourjon, Guillaume and Gramoli, Vincent IEEE Communications Magazine, pp.39–45, 2017 |
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| e-DASH: Modelling an energy-aware DASH player Varghese, Benoy and Jourjon, Guillaume and Thilakarathne, Kanchana and Seneviratne, Aruna 2017 IEEE 18th International Symposium on A World of Wireless, Mobile and Multimedia Networks (WoWMoM), pp.1–9, 2017 |
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| BehavioCog: An observation resistant authentication scheme Chauhan, Jagmohan and Zhao, Benjamin Zi Hao and Asghar, Hassan Jameel and Chan, Jonathan and Kaafar, Mohamed Ali Financial Cryptography and Data Security: 21st International Conference, FC 2017, Sliema, Malta, April 3-7, 2017, Revised Selected Papers 21, pp.39–58, 2017 |
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| Performance analysis of dense small cell networks with generalized fading Yang, Bin and Ding, Ming and Mao, Guoqiang and Ge, Xiaohu 2017 IEEE International Conference on Communications (ICC), pp.1–7, 2017 |
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| Uplink performance analysis of dense cellular networks with LoS and NLoS transmissions Ding, Tian and Ding, Ming and Mao, Guoqiang and Lin, Zihuai and L’opez-P’erez, David and Zomaya, Albert Y IEEE Transactions on Wireless Communications, pp.2601–2613, 2017 |
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| Characterizing key stakeholders in an online black-hat marketplace Farooqi, Shehroze and Jourjon, Guillaume and Ikram, Muhammad and Kaafar, Mohamed Ali and De Cristofaro, Emiliano and Shafiq, Zubair and Friedman, Arik and Zaffar, Fareed 2017 APWG Symposium on Electronic Crime Research (eCrime), pp.17–27, 2017 |
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| Large-scale dynamic controller placement ul Huque, Md Tanvir Ishtaique and Si, Weisheng and Jourjon, Guillaume and Gramoli, Vincent IEEE Transactions on Network and Service Management, pp.63–76, 2017 |
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| On the performance of practical ultra-dense networks: The major and minor factors Ding, Ming and L’opez-P’erez, David 2017 15th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOpt), pp.1–8, 2017 |
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| LWIP and Wi-Fi boost flow control L’opez-P’erez, David and Ling, Jonathan and Kim, Bong Ho and Subramanian, Vasudevan and Kanugovi, Satish and Ding, Ming 2017 IEEE Wireless Communications and Networking Conference (WCNC), pp.1–6, 2017 |
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| A spectral-based clustering for structural health monitoring of the Sydney Harbour Bridge Alamdari, Mehrisadat Makki and Rakotoarivelo, Thierry and Khoa, Nguyen Lu Dang Mechanical Systems and Signal Processing, pp.384–400, 2017 |
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| Matched filter constrained MIMO array spatial thinning for interference mitigation Nosrati, Hamed and Aboutanios, Elias and Smith, David B 2017 IEEE Radar Conference (RadarConf), pp.1408–1412, 2017 |
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| Competitive energy trading framework for demand-side management in neighborhood area networks Mediwaththe, Chathurika P and Stephens, Edward R and Smith, David B and Mahanti, Anirban IEEE Transactions on Smart Grid, pp.4313–4322, 2017 |
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| Receiver-transmitter pair selection in MIMO phased array radar Nosrati, Hamed and Aboutanios, Elias and Smith, David B 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp.3206–3210, 2017 |
2016
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A Dynamic Game for Electricity Load Management in Neighborhood Area Networks C. P. Mediwaththe and E. R. Stephens and D. B. Smith and A. Mahanti IEEE Transactions on Smart Grid, pp.1329–1336, 2016 |
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Performance Impact of LoS and NLoS Transmissions in Dense Cellular Networks Ding, Ming and Wang, Peng and López-Pérez, David and Mao, Guoqiang and Lin, Zihuai IEEE Transactions on Wireless Communications, pp.2365–2380, 2016 |
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On Dynamic Time-Division-Duplex Transmissions for Small-Cell Networks Ding, Ming and López-Pérez, David and Xue, Ruiqi and Vasilakos, Athanasios V. and Chen, Wen IEEE Transactions on Vehicular Technology, pp.8933–8951, 2016 |
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Energy Storage Sharing in Smart Grid: A Modified Auction-Based Approach Tushar, Wayes and Chai, Bo and Yuen, Chau and Huang, Shisheng and Smith, David B. and Poor, H. Vincent and Yang, Zaiyue IEEE Transactions on Smart Grid, pp.1462–1475, 2016 |
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Microscopic Analysis of the Uplink Interference in FDMA Small Cell Networks Ding, Ming and López-Pérez, David and Mao, Guoqiang and Lin, Zihuai IEEE Transactions on Wireless Communications, pp.4277–4291, 2016 |
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uDrop: Pushing drop-box to the edge of mobile network Jiang, Fangzhou and Thilakarathna, Kanchana and Mrabet, Sirine and Kaafar, Mohamed Ali 2016 IEEE International Conference on Pervasive Computing and Communication Workshops (PerCom Workshops), pp.1–3, 2016 |
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A Bayesian framework for energy-neutral activity monitoring with self-powered wearable sensors Khalifa, Sara and Lan, Guohao and Hassan, Mahbub and Hu, Wen 2016 IEEE International Conference on Pervasive Computing and Communication Workshops (PerCom Workshops), pp.1–6, 2016 |
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Challenge-response trust assessment model for personal space IoT Nguyen, Tham and Hoang, Doan and Seneviratne, Aruna 2016 IEEE International Conference on Pervasive Computing and Communication Workshops (PerCom Workshops), pp.1–6, 2016 |
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Characterization of early smartwatch apps Chauhan, Jagmohan and Seneviratne, Suranga and Kaafar, Mohamed Ali and Mahanti, Anirban and Seneviratne, Aruna 2016 IEEE International Conference on Pervasive Computing and Communication Workshops (PerCom Workshops), pp.1–6, 2016 |
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A lattice algorithm for optimal phase unwrapping in noise Li, Wenchao and Wang, Xuezhi and Moran, Bill 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp.2896–2900, 2016 |
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Privacy-Aware Multipath Video Caching for Content-Centric Networks Q. Wu and Z. Li and G. Tyson and S. Uhlig and M. A. Kaafar and G. Xie IEEE Journal on Selected Areas in Communications, pp.2219–2230, 2016 |
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DNA-GA: A new approach of network performance analysis Ding, Ming and Pérez, David López and Mao, Guoqiang and Lin, Zihuai 2016 IEEE International Conference on Communications (ICC), pp.1–7, 2016 |
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Feasibility and accuracy of hotword detection using vibration energy harvester Khalifa, Sara and Hassan, Mahbub and Seneviratne, Aruna 2016 IEEE 17th International Symposium on A World of Wireless, Mobile and Multimedia Networks (WoWMoM), pp.1–9, 2016 |
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Controlling the shape and scale of triangular formations using landmarks and bearing-only sensing Manuel, Isaac L. and Bishop, Adrian N. and Anderson, Brian D.O. and Yu, Changbin 2016 35th Chinese Control Conference (CCC), pp.7532–7537, 2016 |
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A Space-Time Analysis of LTE and Wi-Fi Inter-Working Chen, Youjia and Ding, Ming and López-Pérez, David and Lin, Zihuai and Mao, Guoqiang IEEE Journal on Selected Areas in Communications, pp.2981–2998, 2016 |
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SDN APIs and Models for Two-Sided Resource Management in Broadband Access Networks Habibi Gharakheili, Hassan and Sivaraman, Vijay and Vishwanath, Arun and Exton, Luke and Matthews, John and Russell, Craig IEEE Transactions on Network and Service Management, pp.823–834, 2016 |
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Robust and rapid estimation of the parameters of harmonic signals in three phase power systems Sun, Jiadong and Ye, Shanglin and Aboutanios, Elias 2016 24th European Signal Processing Conference (EUSIPCO), pp.408–412, 2016 |
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Boosted WiFi through LTE small cells: The solution for an all-wireless enterprise López-Pérez, David and Ling, Jonathan and Kim, Bong Ho and Subramanian, Vasudevan and Kanugovi, Satish and Ding, Ming 2016 IEEE 27th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC), pp.1–6, 2016 |
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TransFetch: A Viewing Behavior Driven Video Distribution Framework in Public Transport Jiang, Fangzhou and Liu, Zhi and Thilakarathna, Kanchana and Li, Zhenyu and Ji, Yusheng and Seneviratne, Aruna 2016 IEEE 41st Conference on Local Computer Networks (LCN), pp.147–155, 2016 |
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Endpoint-Transparent Multipath Transport with Software-Defined Networks Banfi, Dario and Mehani, Olivier and Jourjon, Guillaume and Schwaighofer, Lukas and Holz, Ralph 2016 IEEE 41st Conference on Local Computer Networks (LCN), pp.307–315, 2016 |
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Study on the Idle Mode Capability with LoS and NLoS Transmissions Ding, Ming and Lopez Perez, David and Mao, Guoqiang and Lin, Zihuai 2016 IEEE Global Communications Conference (GLOBECOM), pp.1–6, 2016 |
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Dynamic Base Station Repositioning to Improve Performance of Drone Small Cells Fotouhi, Azade and Ding, Ming and Hassan, Mahbub 2016 IEEE Globecom Workshops (GC Wkshps), pp.1–6, 2016 |
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On the Performance of Multi-Tier Heterogeneous Networks under LoS and NLoS Transmissions Wang, Jiaqi and Chu, Xiaoli and Ding, Ming and Lopez-Perez, David 2016 IEEE Globecom Workshops (GC Wkshps), pp.1–6, 2016 |
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Socially Aware Distributed Caching in Device-to-Device Communication Networks Ma, Chuan and Ding, Ming and Chen, He and Lin, Zihuai and Mao, Guoqiang and Li, Xu 2016 IEEE Globecom Workshops (GC Wkshps), pp.1–6, 2016 |
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A Software-Defined Flexible Inter-Domain Interconnect Using ONOS Kumar, Himal and Russell, Craig and Sivaraman, Vijay and Banerjee, Sujata 2016 Fifth European Workshop on Software-Defined Networks (EWSDN), pp.43–48, 2016 |
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An Analysis of the Privacy and Security Risks of Android VPN Permission-Enabled Apps Ikram, Muhammad and Vallina-Rodriguez, Narseo and Seneviratne, Suranga and Kaafar, Mohamed Ali and Paxson, Vern Internet Measurement Conference (IMC), pp.349–364, 2016 |
| Sum secrecy rate maximization for relay-aided multiple-source multiple-destination networks Zhang, Meng and Ding, Ming and Gui, Lin and Luo, Hanwen and Bennis, Mehdi IEEE Transactions on Vehicular Technology, pp.4098–4109, 2016 |
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| Probabilistic small-cell caching: Performance analysis and optimization Chen, Youjia and Ding, Ming and Li, Jun and Lin, Zihuai and Mao, Guoqiang and Hanzo, Lajos IEEE Transactions on Vehicular Technology, pp.4341–4354, 2016 |
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| Efficient and scalable runtime monitoring for cyber–physical system Zheng, Xi and Julien, Christine and Podorozhny, Rodion and Cassez, Franck and Rakotoarivelo, Thierry IEEE Systems Journal, pp.1667–1678, 2016 |
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| Long term evolution-wireless local area network aggregation flow control L’opez-P’erez, David and Laselva, Daniela and Wallmeier, Eugen and Purovesi, P”aivi and Lund’en, Petteri and Virtej, Elena and Lechowicz, Piotr and Malkamaki, Esa and Ding, Ming IEEE Access, pp.9860–9869, 2016 |
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| Towards seamless tracking-free web: Improved detection of trackers via one-class learning Ikram, Muhammad and Asghar, Hassan Jameel and Kaafar, Mohamed Ali and Krishnamurthy, Balachander and Mahanti, Anirban arXiv preprint arXiv:1603.06289, 2016 |
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| Price discrimination for energy trading in smart grid: A game theoretic approach Tushar, Wayes and Yuen, Chau and Smith, David B and Poor, H Vincent IEEE Transactions on Smart Grid, pp.1790–1801, 2016 |
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| An Experimental-Based Analysis of Inter-BAN Co-Channel Interference Using the $$backslash$kappa $-$$backslash$mu $ Fading Model Bhargav, Nidhi and Cotton, Simon L and Smith, David B IEEE Transactions on Antennas and Propagation, pp.983–988, 2016 |
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AFV: Enabling Application Function Virtualization and Scheduling in Wearable Networks Kolamunna, Harini and Hu, Yining and Perino, Diego and Thilakarathna, Kanchana and Makaroff, Dwight and Guan, Xinlong and Seneviratne, Aruna Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing, pp.981–991, 2016 |
| A differential privacy framework for matrix factorization recommender systems Friedman, Arik and Berkovsky, Shlomo and Kaafar, Mohamed Ali User Modeling and User-Adapted Interaction, pp.425–458, 2016 |
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| The early bird gets the botnet: A markov chain based early warning system for botnet attacks Abaid, Zainab and Sarkar, Dilip and Kaafar, Mohamed Ali and Jha, Sanjay 2016 IEEE 41st Conference on Local Computer Networks (LCN), pp.61–68, 2016 |
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Please Lower Small Cell Antenna Heights in 5G Ming Ding and David Lopez Perez 2016 IEEE Global Communications Conference (GLOBECOM), dec, 2016 |
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Are Today’s SDN Controllers Ready for Primetime? Stephen Mallon and Vincent Gramoli and Guillaume Jourjon 2016 |
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SplitBox: Toward Efficient Private Network Function Virtualization Hassan Jameel Asghar and Luca Melis and Cyril Soldani and Emiliano De Cristofaro and Mohamed Ali Kaafar and Laurent Mathy 2016 |
| HEAP: reliable assessment of BGP hijacking attacks Schlamp, Johann and Holz, Ralph and Jacquemart, Quentin and Carle, Georg and Biersack, Ernst W IEEE Journal on Selected Areas in Communications, pp.1849–1861, 2016 |
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| Diversity and cooperative communications in body area networks Smith, DB and Abolhasan, M Advances in Body-Centric Wireless Communication: Applications and State-of-the-Art, 2016 |
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Gesture-based Continuous Authentication for Wearable Devices: the Google Glass Case Jagmohan Chauhan and Hassan Jameel Asghar and Mohamed Ali Kaafar and Anirban Mahanti 2016 |
| Applying a methodology for the design, delivery and evaluation of learning resources for remote experimentation Mikroyannidis, Alexander and Domingue, John and Pareit, Daan and Vanhie-Van Gerwen, Jono and Tranoris, Christos and Jourjon, Guillaume and Marquez-Barja, Johann M 2016 IEEE Global Engineering Education Conference (EDUCON), pp.448–454, 2016 |
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Private Processing of Outsourced Network Functions: Feasibility and Constructions Melis, Luca and Asghar, Hassan Jameel and De Cristofaro, Emiliano and Kaafar, Mohamed Ali Proceedings of the 2016 ACM International Workshop on Security in Software Defined Networks & Network Function Virtualization, pp.39–44, 2016 |
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TLS in the Wild: An Internet-wide Analysis of TLS-based Protocols for Electronic Communication Ralph Holz and Johanna Amann and Olivier Mehani and Matthias Wachs and Mohamed Ali Kaafar Proceedings 2016 Network and Distributed System Security Symposium, 2016 |
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Cooperative communications for sleep monitoring in wireless body area networks S.M. Shimly and S. Movassaghi and D.B. Smith Electronics Letters, pp.594–596, apr, 2016 |