Behind the Refusal: Determining Guardrail Activation via Behavioral Monitoring
Authors: William Hackett, Peter Garraghan | Published: 2026-07-02
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ContextNest: Verifiable Context Governance for Autonomous AI Agent
Authors: Misha Sulpovar, Benn R. Konsynski, Qaish Kanchwala, Gabe Goodhart | Published: 2026-07-02
kNNGuard: Turning LLM Hidden Activations into a Training-Free Configurable Guardrail
Authors: Mahmoud Abdelfattah, Hamid Nasiri, Peter Garraghan | Published: 2026-07-02
ElephantAgent: Contextual State Continuity in Agentic Systems
Authors: Jiankai Jin, Xiangzheng Zhang, Zhao Liu, Wenzhuo Xu, Dongdong Yang, Deyue Zhang, Quanchen Zou | Published: 2026-07-02
Safety Targeted Embedding Exploit via Refinement
Authors: Joshua Adrian Cahyono | Published: 2026-07-02
Safety Testing LLM Agents at Scale: From Risk Discovery to Evidence-Grounded Verification
Authors: Yunhao Feng, Ruixiao Lin, Ming Wen, Qinqin He, Yanming Guo, Yifan Ding, Yutao Wu, Jialuo Chen, Yunhao Chen, Xiaohu Du, Jianan Ma, Zixing Chen, Zhuoer Xu, Xingjun Ma, Xinhao Deng | Published: 2026-07-02
DRL-CLBA: A Clean Label Backdoor Attack for Speech Classification via DDPG Reinforcement Learning
Authors: Yueming Huang, Wenhan Yao, Fen Xiao, Xiarun Chen, Weiping Wen | Published: 2026-07-02
Pmeta-TLA: Backdoor Attacks for Speech Classification Models via Meta-Learning with Timbre Leakage Attack
Authors: Yueming Huang, Wenhan Yao, Fen Xiao, Xiarun Chen, Weiping Wen | Published: 2026-07-02
Beyond Gradient-Based Attacks: Adversarial Robustness and Explainability Stability in Cybersecurity Classifiers
Authors: Mona Rajhans, Vishal Khawarey | Published: 2026-07-02
Forensic-Oriented Intrusion Detection Using Synthetic Network Traffic Data and Explainable Artificial Intelligence
Authors: Jose Luis Vela Alonso, Carmen Pellicer | Published: 2026-07-01