Sina Shaham
Sina Shaham
Research Scientist at Meta
Verified email at - Homepage
Cited by
Cited by
When Machine Learning Meets Privacy: A Survey and Outlook
B Liu, M Ding, S Shaham, W Rahayu, F Farokhi, Z Lin
ACM Computing Surveys (CSUR) 54 (2), 1-36, 2021
Privacy preservation in location-based services: A novel metric and attack model
S Shaham, M Ding, B Liu, S Dang, Z Lin, J Li
IEEE Transactions on Mobile Computing 20 (10), 3006-3019, 2020
Privacy preserving location data publishing: A machine learning approach
S Shaham, M Ding, B Liu, S Dang, Z Lin, J Li
IEEE Transactions on Knowledge and Data Engineering 33 (9), 3270-3283, 2020
Fast Channel Estimation and Beam Tracking for Millimeter Wave Vehicular Communications
S Shaham, M Ding, M Kokshoorn, Z Lin, S Dang, R Abbas
IEEE Access 7, 141104-141118, 2019
Basic research methodology in wireless communications: The first course for research-based graduate students
Z Wang, S Dang, S Shaham, Z Zhang, Z Lv
IEEE Access 7, 86678-86696, 2019
Literature review of the communication technology and signal processing methodology based on the smart grid
ZX Ma, M Zhang, S Shaham, SP Dang, J Hart
Applied Mechanics and Materials 719, 436-442, 2015
Extended kalman filter beam tracking for millimeter wave vehicular communications
S Shaham, M Kokshoorn, M Ding, Z Lin, M Shirvanimoghaddam
2020 IEEE International Conference on Communications Workshops (ICC …, 2020
Multi-modal misinformation detection: Approaches, challenges and opportunities
S Abdali, S Shaham, B Krishnmachari
arXiv preprint arXiv:2203.13883, 2022
Machine learning aided anonymization of spatiotemporal trajectory datasets
S Shaham, M Ding, B Liu, Z Lin, J Li
IEEE INFOCOM 2019-IEEE conference on computer communications workshops …, 2019
Location privacy preservation based on continuous queries for location-based services
L Zhang, Y Qian, M Ding, C Ma, J Li, S Shaham
IEEE INFOCOM 2019-IEEE Conference on Computer Communications Workshops …, 2019
HTF: homogeneous tree framework for differentially-private release of location data
S Shaham, G Ghinita, R Ahuja, J Krumm, C Shahabi
Proceedings of the 29th International Conference on Advances in Geographic …, 2021
Models and mechanisms for spatial data fairness
S Shaham, G Ghinita, C Shahabi
Proceedings of the VLDB Endowment 16 (2), 167-179, 2022
Raf: Robust adaptive multi-feedback channel estimation for millimeter wave mimo systems
S Shaham, M Kokshoorn, Z Lin, M Ding, Y Wu
2018 IEEE Wireless Communications and Networking Conference (WCNC), 1-6, 2018
Enabling cooperative relay selection by transfer learning for the industrial internet of things
S Shaham, S Dang, M Wen, S Mumtaz, VG Menon, C Li
IEEE Transactions on Cognitive Communications and Networking 8 (2), 1131-1146, 2022
Holistic Survey of Privacy and Fairness in Machine Learning
S Shaham, A Hajisafi, MK Quan, DC Nguyen, B Krishnamachari, C Peris, ...
arXiv preprint arXiv:2307.15838, 2023
Transition-entropy: a novel metric for privacy preservation in location-based services
S Shaham, M Ding, B Liu, Z Lin, J Li
IEEE INFOCOM 2019-IEEE Conference on Computer Communications Workshops …, 2019
Learning dynamic graphs from all contextual information for accurate point-of-interest visit forecasting
A Hajisafi, H Lin, S Shaham, H Hu, MD Siampou, YY Chiang, C Shahabi
Proceedings of the 31st ACM International Conference on Advances in …, 2023
Differentially-private publication of origin-destination matrices with intermediate stops
S Shaham, G Ghinita, C Shahabi
arXiv preprint arXiv:2202.12342, 2022
Enhancing the performance of spatial queries on encrypted data through graph embedding
S Shaham, G Ghinita, C Shahabi
Data and Applications Security and Privacy XXXIV: 34th Annual IFIP WG 11.3 …, 2020
An Efficient and Secure Location-based Alert Protocol using Searchable Encryption and Huffman Codes
S Shaham, G Ghinita, C Shahabi
International Conference on Extending Database Technology, 2021
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