Agentic Cyber Defense Against AI-Enabled Attacks

Manage your research digests

Subscribe
October 28, 2026
9 papers
Sent

SkillLifeBench: Benchmarking Security Across the Lifecycle of Agent Skills

Chenxu Zhang, Zhou Liu, Wu Xin, Wentao Zhang

Source: arxiv Related

CoSA: The Conflict of Skills Attack in Real-World LLM Agent Ecosystems

Yujia Zheng, Tianhao Li, Shangzhi Xu, Yuekai Huang, Ziyou Jiang, Zhaoyang Li, Yuyao Ge, Junran Peng, Mingyang Li

Source: arxiv Related

The Target Agent Is Its Own Best Critic but a Poor Proposer: Self-Improved Red Teaming

Mintong Kang, Stephen Rawls, Melissa Kazemi Rad, Jian Ni, Bo Li

Source: arxiv Related

Improving Instruction Hierarchy by Learning from Goal-Goal Conflicts

Sizhe Chen, Sanjay Kariyappa, Liwei Jiang, Chong Xiang, Jihye Choi, Chaowei Xiao, G. Edward Suh

Source: arxiv Related

Can Open Be Too Open? On the Security and Trustworthiness of Fully Transparent LLMs

Sheila Zingg, Florian Tramèr, Martin Vechev, Srdjan Čapkun

Source: arxiv Must Read

C-SafeGen: Certified Safe LLM Generation with Claim-Based Streaming Guardrails

Mintong Kang, Zhaorun Chen, Bo Li

Source: arxiv Must Read

SoK: Timestamps Are Not a Time Model: Rethinking Temporal Reasoning in Host-Based Intrusion Detection

Rene Heinzl, Markus Nissl

Source: arxiv Must Read

Behavioral Regression Detection for Pull Requests via Structured Oracles

Yiwen Fu, Binhang Qi, Xiao Li, Runlin Liu, Hailong Sun, Xiang Gao

Source: arxiv Must Read

Trustworthy Recursive Self-Improvement in the Era of Large Models: Foundation, Risks, Evaluation and Open Challenges

Jiayue Pu, Ang Gao, Jinyi Bai, Qipeng Wang, Tongyu Wen, Jiahao Zhao, Keyu Qu, Junhao Zhang, Chenglei Shen, Zhongxiang Sun, Jun Xu, Xiao Zhang

Source: arxiv Must Read