Reasoning Topology Matters: A Controlled Study of LLM-Based Cybersecurity Analysis
Authors: Jiling Zhou, Aisvarya Adeseye, Antti Hakkala, Seppo Virtanen, Jouni Isoaho | Published: 2026-09-21
Literature Database
Trust in Edge-Enabled IoT Security: Features, Challenges and Research Directions
Authors: Esin Ece Aydın, Şerif Bahtiyar, Gürkan Gür | Published: 2026-09-21
DUMA-Bench: A Dual-Control Multi-Agent Benchmark for Evaluating LLM Agent Security
Authors: Ivan Aleksandrov, German Kochnev, Sabrina Sadiekh, Yaroslav Rogoza | Published: 2026-09-21
Annie, Are You Okay? How Style- and Context-Based Personalization Shape AI-Assisted Decision-Making
Authors: Hasibur Rahman, Benjamin R. Cowan, Smit Desai | Published: 2026-09-21
State-Aware Fuzzing of JavaScript Engines with LLM-Guided Instrumentation
Authors: Wai Kin Wong, Dongwei Xiao, Anthony Cheuk Tung Lai, Ping Fan Ke, Shuai Wang | Published: 2026-09-21
Beyond Predictable Paths: Redefining AI Security Incident Reporting for Agents
Authors: Anastasia Pustozerova, Eugene Bagdasarian, Luca Beurer-Kellner, Battista Biggio, Nico Ebert, David Filip, Marc Fischer, Heather Frase, David Hofer, Juliane Hoffmann, Daphne Ippolito, Somesh Jha, Sean McGregor, Esfandiar Mohammadi, Luca Nannini, Cristina Nita-Rotaru, Alina Oprea, Kevin Paeth, Andrew Paverd, Jonathan Petit, Andreas Rauber, Christian Riess, John Sotiropoulos, Andreas Wespi, Kathrin Grosse | Published: 2026-09-21
ActGov: Governing LLM Agent Actions via Policy-Constrained Validation
Authors: Kaiyuan Zhang, Yuke Peng, Ke Jiang, Yinqian Zhang | Published: 2026-09-21
Dissecting Agentic Forensics: The Role of Triage, Prompting, and Evidence Arbitration in Open-World Fake Image Detection
Authors: Xianlong Li, Pietro Bongini, Niccoló Pancino, Marco Blanchini, Benedetta Tondi, Mauro Barni | Published: 2026-09-21
From Bits to Beliefs: Recoverable Semantic Fingerprints for Black-Box Verification of Large Language Models
Authors: Jiaxin Hong, Yuxin Peng, Hongyao Yu, Hao Fang, Shuoyang Sun, Bin Chen | Published: 2026-09-21
MobileCybench: Evaluating Agent Vulnerability Discovery via Executable Probes
Authors: Andy K. Zhang, Ava Huang, Joey Ji, Wai Han, Thomas Qin, Nardos Demilew, Michael Tian-Yue Liu, Brian Song, Riya Dulepet, Brian Wang, Kyleen Liao, Cuiyuanxiu Chen, Nishka Kacheria, Andrew Wu, Pratham Rangwala, Xinjie Wang, Laura Gomezjurado Gonzalez, Anita Ding, Benjamin Yi, Daniel E. Ho, Dan Boneh, Dawn Song, Ion Stoica, Percy Liang | Published: 2026-09-21