Publications

Filter by type:

. Kick Bad Guys Out! Zero-Knowledge-Proof-Based Anomaly Detection in Federated Learning. preprint, 2024.

PDF

. FedMLSecurity: A Benchmark for Attacks and Defenses in Federated Learning and Federated LLMs. 2024 ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), 2024.

PDF

. FedML-HE: An Efficient Homomorphic-Encryption-Based Privacy-Preserving Federated Learning System. NeurIPS 2023 Federated Learning Workshop, 2023.

PDF

. FedGCN: Convergence-Communication Tradeoffs in Federated Training of Graph Convolutional Networks. Thirty-seventh Conference on Neural Information Processing Systems (NeurIPS), 2023.

PDF

. Cross-Region Privacy-Preserving Federated Tabular Learning. AMLC, 2023.

PDF

. Labeling without Seeing? Blind Annotation for Privacy-Preserving Entity Resolution. preprint, 2023.

PDF

. 𝑃3𝑉: Privacy-Preserving Path Validation System for Multi-Authority Sliced Networks. preprint, 2023.

PDF

. Secure Publish-Process-Subscribe System for Dispersed Computing. In 41st International Symposium on Reliable Distributed Systems (SRDS), 2022.

PDF

. Decentralized Privacy-Preserving Path Validation for Multi-Slicing-Authority 5G Networks. In IEEE Wireless Communications and Networking Conference (WCNC), 2022.

PDF

. SMS Goes Nuclear: Fortifying SMS-Based MFA in Online Account Ecosystem. In Workshop on Data-Centric Dependability and Security (co-located with the IEEE/IFIP International Conference on Dependable Systems and Networks), 2021.

PDF

. Evaluating the Dedicated Short-range Communication for Connected Vehicles against Network Security Attacks. In 6th International Conference on Vehicle Technology and Intelligent Transport Systems, 2020.

PDF

. Poster: Attack the Dedicated Short-Range Communication for Connected Vehicles. In 40th IEEE Symposium on Security and Privacy, 2019.

PDF