Literature Database

False-Alarm Improvements and Detection Trade-Offs in QML Intrusion Detection: A Secondary Analysis of the Kaissar Corpus

Authors: Roberto Fernández-Barrios, Iker Pastor-López, Asier González-Santocildes, Pablo García Bringas | Published: 2026-10-26
Evaluation Method
Quantum Computing Method
2026.10.26 2026.10.28
Literature Database

SkillLifeBench: Benchmarking Security Across the Lifecycle of Agent Skills

Authors: Chenxu Zhang, Zhou Liu, Wu Xin, Wentao Zhang | Published: 2026-10-26
Indirect Prompt Injection
Deep Learning Model
Evaluation Method
2026.10.26 2026.10.28
Literature Database

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

Authors: Rene Heinzl, Markus Nissl | Published: 2026-10-26
攻撃条件と監視
Time Window Analysis
Threat modeling
2026.10.26 2026.10.28
Literature Database

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

Authors: Yujia Zheng, Tianhao Li, Shangzhi Xu, Yuekai Huang, Ziyou Jiang, Zhaoyang Li, Yuyao Ge, Junran Peng, Mingyang Li | Published: 2026-10-26
Security Information Management
攻撃条件と監視
Evaluation Method
2026.10.26 2026.10.28
Literature Database

GuardRAG: A Post-Retrieval Defense against Poisoning Attacks in Retrieval-Augmented Generation

Authors: Linghui Jiao, Kang Wei, Fushuo Huo, Ruijie Zhao, Yiyang Ni, Jingcai Guo, Yipeng Zhou, Jun Li | Published: 2026-10-26
Poisoning attack on RAG
Clustering methods
Evaluation Method
2026.10.26 2026.10.28
Literature Database

Steering for Safety, Hijacking for Profit: Trojan Threats in the LLM Activation Steering Supply Chain

Authors: Yu Yan, Jiahao Chen, Siqi Lu, Yongjuan Wang, Ziming Zhao, Zhaoxuan Li, Qingjun Yuan | Published: 2026-10-26
Indirect Prompt Injection
Deep Learning Model
Threat modeling
2026.10.26 2026.10.28
Literature Database

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

Authors: Mintong Kang, Stephen Rawls, Melissa Kazemi Rad, Jian Ni, Bo Li | Published: 2026-10-26
Cyber Threat
Prompt Injection
Self-Supervised Learning
2026.10.26 2026.10.28
Literature Database

A Certified Robustness Framework for Backdoor Poisoning Attacks using $f$-Divergences

Authors: Evan Rose, Alina Oprea | Published: 2026-10-26
Robustness Evaluation
Detection of Poisonous Data
Evaluation Method
2026.10.26 2026.10.28
Literature Database

Beyond Behaviour: A Stimulus-Response Safety Evaluation of Vision-Language-Action Models

Authors: Vy Vo, Dinh Phung | Published: 2026-10-26
Deep Learning Method
行動分析
Evaluation Method
2026.10.26 2026.10.28
Literature Database

Logic Hijacking of RAG: Single-Document Poisoning via Local Optimization

Authors: Hangyi Zhao, Bonan Zhang, Fusen Guo, Jiaheng Wei, Chao Chen, Tianqing Zhu | Published: 2026-10-26
Poisoning attack on RAG
Threat modeling
Evaluation Method
2026.10.26 2026.10.28
Literature Database
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