Showing cs.CRShow all
2 papers · 1 filter
cs.CR2026
Weaponizing the Exit: Input Privacy Leakage via Exit Routing Manipulation in Multi-Exit Networks
Yulong Tian, Lei Wang, Jincan Yang +4
Multi-exit networks improve inference efficiency by allowing inputs to terminate early at intermediate exits. We identify a privacy vulnerability in cloud deployments of these netw…
cs.CR2025
Enhancing All-to-X Backdoor Attacks with Optimized Target Class Mapping
Lei Wang, Yulong Tian, Hao Han +1
Backdoor attacks pose severe threats to machine learning systems, prompting extensive research in this area. However, most existing work focuses on single-target All-to-One (A2O) a…