CertMoE: Robustness Certification for Mixture-of-Experts LLMs via Routing-Aware Smoothing
Authors: Qingyue Wang, Yudong Gao, Lixia Wang, Ruixuan Huang, Yuanyuan Yuan, Yangqiu Song, Shuai Wang | Published: 2026-10-21
Literature Database
Beyond Binary Labels: Diagnostic Evaluation of LLM Safety with Prompt-Level Rubrics
Authors: Hongyu Li, Xinlong Huang, Zhan Yu, Jing Zhao, Zhe Zhao, Juntao Zhong, Xiong Kuang, Rui Yuan, ZhenXiang Yan, Huilin Xu, Haitao Yu, Lilin Wang, Rui Chen, Blaze Chen, Fengzong Lian, Renfen Hu | Published: 2026-10-21
Correlated Failures of AI Approval Monitors
Authors: Luca Zanolini | Published: 2026-10-21
A Digital Twin to Improve Cyber-Social Impact
Authors: Vita Santa Barletta, Danilo Caivano, Gabriel Cellammare, Andrea Dimauro, Pasquale Mesagna, Massimiliano Morga | Published: 2026-10-20
After the Attacker Leaves: Benchmarking Carryover Attacks on LLM Agents
Authors: Zhiyue Xu, Xukai Wang, Zhiyuan Huang, Mingjie Zhan, Jian Zhao, Xu-Yao Zhang | Published: 2026-10-20
MAS-Guard: Unified Guardrails from Individual Agents to Multi-Agent LLM Systems
Authors: Mohammad Kachuee, Phu Mon Htut, Sheng Li, Nikolaos Pappas, Miguel Ballesteros Martinez, Yassine Benajiba, Sujith Ravi, Dan Roth | Published: 2026-10-20
Context-Aware Prompt Injection Detection via Small Language Models in RAG Pipelines: nokast-secureRAG
Authors: Abhishek Rai | Published: 2026-10-20
Disclosure Begets Disclosure: A Self-Reinforcing Privacy Loop in LLM Agents with Persistent Memory
Authors: Masahiro Kaneko, Hiromi Arai, Timothy Baldwin | Published: 2026-10-20
Robust Representation Learning for Spiking Neural Networks based on Conditional Information Bottleneck
Authors: Yuli Zha, Wang Fan, Yixiao Dai, Lingjie Wang, Bang Hu, Wei Cao, Fengzhe Zhang, Fan Zhang | Published: 2026-10-20
ClawMMU: Protection-Coherent Virtual Memory for Stateful LLM Agents
Authors: Jinhao Hu, Bardia Mohammadi, Mofasshara Binte Rafique, Lars Henning Klein, Akhil Arora, Ashvin Goel, Laurent Bindschaedler | Published: 2026-10-20