Hybrid Analysis for Secure MCP Tool Use in LLM Agents
Authors: Ping He, Yuexiang Xie, Yaliang Li, Shouling Ji | Published: 2026-07-28
Literature Database
Decision-Level Hijacking: Injecting Cognitive Bias into Large Language Models via Bit-Flip Attacks
Authors: Yu Yan, Jiahao Chen, Siqi Lu, Yongjuan Wang, Ziming Zhao, Zhaoxuan Li, Tianyu Du, Qingjun Yuan, Shouling Ji | Published: 2026-07-28
Denial of Deadline: Network-Driven Accuracy Collapse in Distributed Inference Pipelines
Authors: Jhonatan Tavori, Gur-Eyal Sela, Ion Stoica, Gil Zussman | Published: 2026-07-27
Agentic Permissions Policy Algebra for Taint Confinement in LLM Agents
Authors: Arseny Kravchenko, Vadim Liventsev, Innokentii Konstantinov, Ildar Iskhakov, Matvey Kukuy | Published: 2026-07-27
BettiSplit: Topology-Guided Privacy-Aware Split Learning Against Feature Inversion and Gradient Leakage
Authors: Akarsh K. Nair, Muhammad Arifur Rahman, David Brown, Mufti Mahmud | Published: 2026-07-27
When LLM Defenses Backfire: Characterizing Safety, Performance, and Cost Trade-offs
Authors: Tong Zhang, Zexin Li, Simin Chen, Yun Peng | Published: 2026-07-27
DeepFaith: Evidence-Grounded LLMs for Faithful Incident Reporting in Multi-Stage APT Defense
Authors: Trung V. Phan, Tri Gia Nguyen, Thomas Bauschert | Published: 2026-07-27
Beyond Aggregate Risk: Role-Stratified Conformal Risk Control for LLM Tool Calls
Authors: Md Ashikur Rahman, Md Arifur Rahman, Niamul Hassan Samin, Khandaker Rifah Tasnia, Sifat Rahman Ahona, Juena Ahmed Noshin | Published: 2026-07-27
Gubernaut: A Deterministic Homeostatic Controller for Affect-Regulated LLM Agents, Validated Across Independent Model Families
Authors: Dushyant Sharma | Published: 2026-07-27
Just Testing, Move Along: Evasion of LLM-based System Log Interpretation by Prompt Injection
Authors: Max Landauer, Florian Skopik, Markus Wurzenberger, Franciszek Górski, Mateusz Krzysztoń | Published: 2026-07-27