TERM: Target-Free Jailbreak Defense via Entropy-Guided Residual Modulation
Authors: Yunkai Dang, Wanyu Zhang, Meiyi Zhu, Qi Fan, Tianyu Ding, Wenbin Li | Published: 2026-11-10
Literature Database
Stinging the Swarm: Extracting Attacker Intelligence from a Twin-Controller OT Honeypot
Authors: Canyon Grey Dell'Omo, Joao Pedro de Carvalho Voltani | Published: 2026-11-10
Suppression Is Not Erasure: Mechanistic Analysis and Reactivation Boundaries of Subspace Projection for LoRA Backdoor Defense
Authors: Junsheng Fu, Shuangshuang Gao | Published: 2026-11-09
DeepChronos: Temporal Neuro-Symbolic Reasoning for Multi-Step Attack Detection
Authors: Sofia Burkow, Andrea Agiollo, Enkeleda Bardhi, Fernando Kuipers, Kaitai Liang, Georgios Smaragdakis | Published: 2026-11-09
Text2NGAC: a multi-LLM pipeline for NGAC policy extraction with mutation-based verification
Authors: Ayesha Habib, Huixiang Zhang, Dan Zhu, Waiz Haider | Published: 2026-11-09
ML Models Are Not Ciphers: Power Analysis for Weight Extraction Is Harder Than You Think
Authors: Mohammed Qaiss, Peter Horvath, Michal Shagam, Lejla Batina, Zhuoran Liu, Eyal Ronen, Mahmood Sharif, Yuval Yarom | Published: 2026-11-09
Say Shibboleth: Fingerprinting the LLMs and Harnesses Behind Agentic Attacks
Authors: Dario Pasquini, Reworr, Giuseppe Ateniese, Manish Bhatt, Sergej Epp | Published: 2026-11-09
SNAPRAG: Cost-Efficient Knowledge Extraction Attack on RAG Systems via Adversarial Perturbations
Authors: Melih Coşğun, Mehmet Emre Gürsoy, Alptekin Küpçü, Sinem Sav | Published: 2026-11-09
Harness Matters: Measuring and Dissecting Security Resilience in Web Agents
Authors: Xinyi Wu, Jiagui Chen, JiaYi Dong, Geng Hong, Xudong Pan, Jiarun Dai, Mingxuan Liu, Min Yang | Published: 2026-11-09
Spectral Unlearning: Transformer Structure-Preserving Updates for Language Models
Authors: Sung Il Choi, Junhao Cai, Dohun Kim, Changhee Joo | Published: 2026-11-09