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cs.CR2026
Stateful Agent Backdoors: Constructing Cross-Session Attack Programs
Zhengchunmin Dai, Jiaxiong Tang, Liantao Wu +5
Multi-step attacks on large language model agents may depend on opportunities distributed across sessions, such as access to target information or the availability of required tool…
cs.CR2025
Server-Enforced Watermarking in U-Shaped Split Federated Learning
Zhengchunmin Dai, Jiaxiong Tang, Peng Sun +2
U-shaped split federated learning (U-SFL) enables resource-constrained Internet of Things devices to collaboratively train models with an edge server while retaining raw data and l…
cs.CR2025
FFCBA: Feature-based Full-target Clean-label Backdoor Attacks
Yangxu Yin, Honglong Chen, Yudong Gao +4
Backdoor attacks pose a significant threat to deep neural networks, as backdoored models would misclassify poisoned samples with specific triggers into target classes while maintai…