Talk, ISIT 2024 Workshop on Information-Theoretic Methods for Trustworthy Machine Learning, Athens, Greece
Presented our work on “Information-Theoretical Bounds on Privacy Leakage in Pruned Federated Learning” at the ISIT 2024 Workshop on Information-Theoretic Methods for Trustworthy Machine Learning.
Conference proceedings talk, IMDEA Networks Institute & ACM SIGMETRICS 2024, Madrid, Spain & Venice, Italy
Presented our work on “FedQV: Leveraging Quadratic Voting in Federated Learning” at the IMDEA Networks Institute.
Conference proceedings talk, Workshop on AI Systems with Confidential Computing (AISCC) in conjunction with NDSS, San Diego, California
Presented our work on “Strengthening Privacy in Robust Federated Learning through Secure Aggregation” at the Workshop on AI Systems with Confidential Computing (AISCC) in conjunction with NDSS 2024. More information here
Conference proceedings talk, NDSS 2023, California, CA
Presented our work on “Securing Federated Sensitive Topic Classification against Poisoning Attacks” at the 30th Annual Network and Distributed System Security Symposium(NDSS) 2023. Watch the talk here