Decoding Guardrails: XAI-Guided Perturbation Analysis of Prompt Injection Detection
Authors: Fernando Outeda, Gustavo Betarte, Juan Diego Campo, Fiorella Cravero | Published: 2026-09-21
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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
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