LLM-FS: Zero-Shot Feature Selection for Effective and Interpretable Malware Detection
Authors: Naveen Gill, Ajvad Haneef K, Madhu Kumar S D | Published: 2026-02-10
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Stop Testing Attacks, Start Diagnosing Defenses: The Four-Checkpoint Framework Reveals Where LLM Safety Breaks
Authors: Hayfa Dhabhi, Kashyap Thimmaraju | Published: 2026-02-10
CIC-Trap4Phish: A Unified Multi-Format Dataset for Phishing and Quishing Attachment Detection
Authors: Fatemeh Nejati, Mahdi Rabbani, Mansur Mirani, Gunjan Piya, Igor Opushnyev, Ali A. Ghorbani, Sajjad Dadkhah | Published: 2026-02-09
Large Language Lobotomy: Jailbreaking Mixture-of-Experts via Expert Silencing
Authors: Jona te Lintelo, Lichao Wu, Stjepan Picek | Published: 2026-02-09
Sparse Models, Sparse Safety: Unsafe Routes in Mixture-of-Experts LLMs
Authors: Yukun Jiang, Hai Huang, Mingjie Li, Yage Zhang, Michael Backes, Yang Zhang | Published: 2026-02-09
Clouding the Mirror: Stealthy Prompt Injection Attacks Targeting LLM-based Phishing Detection
Authors: Takashi Koide, Hiroki Nakano, Daiki Chiba | Published: 2026-02-05
How Few-shot Demonstrations Affect Prompt-based Defenses Against LLM Jailbreak Attacks
Authors: Yanshu Wang, Shuaishuai Yang, Jingjing He, Tong Yang | Published: 2026-02-04
RedVisor: Reasoning-Aware Prompt Injection Defense via Zero-Copy KV Cache Reuse
Authors: Mingrui Liu, Sixiao Zhang, Cheng Long, Kwok-Yan Lam | Published: 2026-02-02
Eliciting Least-to-Most Reasoning for Phishing URL Detection
Authors: Holly Trikilis, Pasindu Marasinghe, Fariza Rashid, Suranga Seneviratne | Published: 2026-01-28
$α^3$-SecBench: A Large-Scale Evaluation Suite of Security, Resilience, and Trust for LLM-based UAV Agents over 6G Networks
Authors: Mohamed Amine Ferrag, Abderrahmane Lakas, Merouane Debbah | Published: 2026-01-26