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cs.CR2026
Breaking the Secret: Economic Interventions for Combating Collusion in Embodied Multi-Agent Systems
Qi Liu, Xiaohui Chen, Zhihui Zhao +5
Collusion among autonomous agents poses a critical security threat in embodied multi-agent systems (MAS), where coordinated behaviors can deviate from global objectives and lead to…
cs.CR2025
SMTFL: Secure Model Training to Untrusted Participants in Federated Learning
Zhihui Zhao, Xiaorong Dong, Yimo Ren +4
Federated learning is an essential distributed model training technique. However, threats such as gradient inversion attacks and poisoning attacks pose significant risks to the pri…
cs.CR2024
AutoFirm: Automatically Identifying Reused Libraries inside IoT Firmware at Large-Scale
YongLe Chen, Feng Ma, Ying Zhang +3
The Internet of Things (IoT) has become indispensable to our daily lives and work. Unfortunately, developers often reuse software libraries in the IoT firmware, leading to a major…