ELSA: Secure Aggregation for Federated Learning with Malicious Actors
Analysts investigate attack surfaces and defenses concerning ELSA: Secure Aggregation for Federated Learning with Malicious Actors.
Summary
No summary yet — watch the video above, or open it on YouTube.
Related talks
IEEE Symposium on Security and Privacy·15 min
Security researchers examine technical aspects of RoFL: Robustness of Secure Federated Learning.
IEEE Symposium on Security and Privacy·16 min
Applications to Private Federated Learning
Presenters detail vulnerability discovery and exploitation in Multi-Round Single-Server Secure Aggregation with Applications to Private Federated Learning.
IEEE Symposium on Security and Privacy·13 min
Industry experts analyze emerging threats surrounding FedRecover: Recovering from Poisoning Attacks in Federated Learning using Historical Information.