Sina Shaham

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 32

Top Topics

Geospatial Data

Millimeter Wave

Privacy Preserving

Machine Learning

Top Venues

Publications

Sina Shaham, Gabriel Ghinita, Cyrus Shahabi
Supporting secure dynamic alert zones using searchable encryption and graph embedding. VLDB J. 33 (1) (2024)
Sina Shaham, Gabriel Ghinita, Cyrus Shahabi
Fair Spatial Indexing: A paradigm for Group Spatial Fairness. EDBT (2024)
Sina Shaham, Arash Hajisafi, Minh K. Quan, Dinh C. Nguyen, Bhaskar Krishnamachari, Charith Peris, Gabriel Ghinita, Cyrus Shahabi, Pubudu N. Pathirana
Holistic Survey of Privacy and Fairness in Machine Learning. CoRR (2023)
Arash Hajisafi, Haowen Lin, Sina Shaham, Haoji Hu, Maria Despoina Siampou, Yao-Yi Chiang, Cyrus Shahabi
Learning Dynamic Graphs from All Contextual Information for Accurate Point-of-Interest Visit Forecasting. SIGSPATIAL/GIS (2023)
Sina Shaham, Bhaskar Krishnamachari, Matthew Kahn
ILB: Graph Neural Network Enabled Emergency Demand Response Program For Electricity. CoRR (2023)
Sina Shaham, Gabriel Ghinita, Cyrus Shahabi
Fair Spatial Indexing: A paradigm for Group Spatial Fairness. CoRR (2023)
Sina Shaham, Gabriel Ghinita, Ritesh Ahuja, John Krumm, Cyrus Shahabi
HTF: Homogeneous Tree Framework for Differentially Private Release of Large Geospatial Datasets with Self-tuning Structure Height. ACM Trans. Spatial Algorithms Syst. 9 (4) (2023)
Arash Hajisafi, Haowen Lin, Sina Shaham, Haoji Hu, Maria Despoina Siampou, Yao-Yi Chiang, Cyrus Shahabi
Learning Dynamic Graphs from All Contextual Information for Accurate Point-of-Interest Visit Forecasting. CoRR (2023)
Sina Shaham, Gabriel Ghinita, Cyrus Shahabi
Supporting Secure Dynamic Alert Zones Using Searchable Encryption and Graph Embedding. CoRR (2023)
Haowen Lin, Sina Shaham, Yao-Yi Chiang, Cyrus Shahabi
Generating Realistic and Representative Trajectories with Mobility Behavior Clustering. SIGSPATIAL/GIS (2023)
Sina Shaham, Shuping Dang, Miaowen Wen, Shahid Mumtaz, Varun G. Menon, Chengzhong Li
Enabling Cooperative Relay Selection by Transfer Learning for the Industrial Internet of Things. IEEE Trans. Cogn. Commun. Netw. 8 (2) (2022)
Sina Shaham, Gabriel Ghinita, Cyrus Shahabi
Models and Mechanisms for Fairness in Location Data Processing. CoRR (2022)
Sina Shaham, Gabriel Ghinita, Cyrus Shahabi
Models and Mechanisms for Spatial Data Fairness. Proc. VLDB Endow. 16 (2) (2022)
Sina Shaham, Gabriel Ghinita, Cyrus Shahabi
Differentially-Private Publication of Origin-Destination Matrices with Intermediate Stops. CoRR (2022)
Sina Shaham, Gabriel Ghinita, Cyrus Shahabi
Differentially-Private Publication of Origin-Destination Matrices with Intermediate Stops. EDBT (2022)
Sina Shaham, Gabriel Ghinita, Cyrus Shahabi
An Efficient and Secure Location-based Alert Protocol using Searchable Encryption and Huffman Codes. CoRR (2021)
Sina Shaham, Ming Ding, Bo Liu, Shuping Dang, Zihuai Lin, Jun Li
Privacy Preserving Location Data Publishing: A Machine Learning Approach. IEEE Trans. Knowl. Data Eng. 33 (9) (2021)
Bo Liu, Ming Ding, Sina Shaham, Wenny Rahayu, Farhad Farokhi, Zihuai Lin
When Machine Learning Meets Privacy: A Survey and Outlook. ACM Comput. Surv. 54 (2) (2021)
Sina Shaham, Gabriel Ghinita, Ritesh Ahuja, John Krumm, Cyrus Shahabi
HTF: Homogeneous Tree Framework for Differentially-Private Release of Location Data. SIGSPATIAL/GIS (2021)
Sina Shaham, Ming Ding, Bo Liu, Shuping Dang, Zihuai Lin, Jun Li
Privacy Preservation in Location-Based Services: A Novel Metric and Attack Model. IEEE Trans. Mob. Comput. 20 (10) (2021)
Sina Shaham, Gabriel Ghinita, Ritesh Ahuja, John Krumm, Cyrus Shahabi
HTF: Homogeneous Tree Framework for Differentially-Private Release of Location Data. CoRR (2021)
Sina Shaham, Gabriel Ghinita, Cyrus Shahabi
An Efficient and Secure Location-based Alert Protocol using Searchable Encryption and Huffman Codes. EDBT (2021)
Bo Liu, Ming Ding, Sina Shaham, Wenny Rahayu, Farhad Farokhi, Zihuai Lin
When Machine Learning Meets Privacy: A Survey and Outlook. CoRR (2020)
Sina Shaham, Gabriel Ghinita, Cyrus Shahabi
Enhancing the Performance of Spatial Queries on Encrypted Data Through Graph Embedding. DBSec (2020)
Sina Shaham, Matthew Kokshoorn, Ming Ding, Zihuai Lin, Mahyar Shirvanimoghaddam
Extended Kalman Filter Beam Tracking for Millimeter Wave Vehicular Communications. ICC Workshops (2020)
Sina Shaham, Ming Ding, Matthew Kokshoorn, Zihuai Lin, Shuping Dang, Rana Abbas
Fast Channel Estimation and Beam Tracking for Millimeter Wave Vehicular Communications. IEEE Access 7 (2019)
Zhongli Wang, Shuping Dang, Sina Shaham, Zhenrong Zhang, Zhihan Lv
Basic Research Methodology in Wireless Communications: The First Course for Research-Based Graduate Students. IEEE Access 7 (2019)
Sina Shaham, Saba Rafieian, Ming Ding, Mahyar Shirvanimoghaddam, Zihuai Lin
On the Importance of Location Privacy for Users of Location Based Applications. CoRR (2019)
Sina Shaham, Ming Ding, Bo Liu, Zihuai Lin, Jun Li
Machine Learning Aided Anonymization of Spatiotemporal Trajectory Datasets. CoRR (2019)
Sina Shaham, Matthew Kokshoorn, Zihuai Lin, Ming Ding
RAF: Robust Adaptive Multi-Feedback Channel Estimation for Millimeter Wave MIMO Systems. CoRR (2018)
Sina Shaham, Matthew Kokshoorn, Zihuai Lin, Ming Ding, Yi Wu
RAF: Robust adaptive multi-feedback channel estimation for millimeter wave MIMO systems. WCNC (2018)
Sina Shaham, Ming Ding, Bo Liu, Zihuai Lin, Jun Li
Privacy Preservation in Location-Based Services: A Novel Metric and Attack Model. CoRR (2018)