2 papers
cs.LG2025
A Nesterov-Accelerated Byzantine-Robust Federated Learning
Lihan Xu, Xiaoyi Fan, Gang Wang +3
We investigate robust federated learning, where a group of workers collaboratively train a shared model under the orchestration of a central server in the presence of Byzantine adv…
cs.CR2024
ORCHID: Streaming Threat Detection over Versioned Provenance Graphs
Akul Goyal, Jason Liu, Adam Bates +1
While Endpoint Detection and Response (EDR) are able to efficiently monitor threats by comparing static rules to the event stream, their inability to incorporate past system contex…