Publications

Selected Publications

	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
	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
	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
	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
	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
	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
	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
	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
	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
	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

2023

	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, pp.1435–1449, 2023
	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
	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 Vincent Poor, H. IEEE Transactions on Dependable and Secure Computing, pp.1–14, 2023
	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
	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
	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
	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
	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
	Amplitude-Varying Perturbation for Balancing Privacy and Utility in Federated Learning Xin Yuan and Wei Ni and Ming Ding and Kang Wei and Jun Li and H. Vincent Poor 2023
	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
	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
	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
	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

	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
	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
	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
	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
	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
	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
	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
	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
	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
	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
	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
	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
	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
	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
	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
	Attaining Fairness in Communication for Omniscience Ding, Ni and Sadeghi, Parastoo and Smith, David and Rakotoarivelo, Thierry Entropy, 2022
	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
	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
	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
	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
	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
	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
	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
	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
	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
	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
	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
	Fundamentals of Ultra-dense Wireless Networks L’opez-P’erez, David and Ding, Ming Cambridge University Press, 2022
	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
	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
	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

	MmWave M2M Networks: Improving Delay Performance of Relaying Z. Chen and D. Smith IEEE Transactions on Wireless Communications, pp.1–1, January, 2021
	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
	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
	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
	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
	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
	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
	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
	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
	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
	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
	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
	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
	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
	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
	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
	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
	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
	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
	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
	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
	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
	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

	Privacy-Preserving Public Release of Datasets for Support Vector Machine Classification F. Farokhi IEEE Transactions on Big Data, pp.1–1, 2020
	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
	Privacy-Preserving Constrained Quadratic Optimization With Fisher Information F. Farokhi IEEE Signal Processing Letters, pp.545–549, 2020
	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
	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
	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
	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
	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
	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
	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
	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
	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
	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
	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
	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
	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
	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
	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
	Implementing homomorphic encryption based secure feedback control Julian Tran and Farhad Farokhi and Michael Cantoni and Iman Shames Control Engineering Practice, pp.104350, 2020
	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
	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
	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
	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
	On Properties and Optimization of Information-theoretic Privacy Watchdog Parastoo Sadeghi and Ni Ding and Thierry Rakotoarivelo IEEE Information Theory Workshop (ITW), 10, 2020
	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
	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
	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
	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
	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
	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
	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
	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
	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
	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
	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
	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
	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
	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
	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
	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

	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
	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
	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
	A Fundamental Bound on Performance of Non-Intrusive Load Monitoring with Application to Smart Meter Privacy Farhad Farokhi 2019
	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
	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
	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
	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
	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
	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
	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
	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
	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
	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
	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
	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

	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
	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
	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
	{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
	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
	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
	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
	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
	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
	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
	DLibOS: Performance and Protection with a Network-on-Chip Mallon, Stephen and Gramoli, Vincent and Jourjon, Guillaume SIGPLAN Not., pp.737–750, mar, 2018
	Human Context Detection From Kinetic Energy Harvesting Wearables Khalifa, Sara and Lan, Guohao and Hassan, Mahbub and Hu, Wen and Seneviratne, Aruna , 012018

2017

	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
	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
	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
	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
	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
	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
	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
	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
	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
	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
	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
	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
	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
	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
	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
	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
	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
	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
	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
	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
	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
	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
	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
	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
	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
	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
	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
	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
	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
	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
	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
	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
	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
	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
	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
	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
	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
	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

	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
	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
	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
	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
	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
	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
	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
	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
	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
	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
	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
	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
	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
	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
	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
	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
	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
	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
	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
	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
	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
	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
	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
	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
	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
	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
	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
	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
	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
	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
	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
	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
	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
	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
	Please Lower Small Cell Antenna Heights in 5G Ming Ding and David Lopez Perez 2016 IEEE Global Communications Conference (GLOBECOM), dec, 2016
	Are Today’s SDN Controllers Ready for Primetime? Stephen Mallon and Vincent Gramoli and Guillaume Jourjon 2016
	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
	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
	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
	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
	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
	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