2 papers
cs.CR2022
Nimbus: Toward Speed Up Function Signature Recovery via Input Resizing and Multi-Task Learning
Yi Qian, Ligeng Chen, Yuyang Wang +1
Function signature recovery is important for many binary analysis tasks such as control-flow integrity enforcement, clone detection, and bug finding. Existing works try to substitu…
cs.CR2022
A New Implementation of Federated Learning for Privacy and Security Enhancement
Xiang Ma, Haijian Sun, Rose Qingyang Hu +1
Motivated by the ever-increasing concerns on personal data privacy and the rapidly growing data volume at local clients, federated learning (FL) has emerged as a new machine learni…