Cyber Defense Benchmark: Agentic Threat Hunting Evaluation for LLMs in SecOps
Authors: Alankrit Chona, Igor Kozlov, Ambuj Kumar | Published: 2026-04-21
Literature Database
Evaluating LLM-Generated Obfuscated XSS Payloads for Machine Learning-Based Detection
Authors: Divyesh Gabbireddy, Suman Saha | Published: 2026-04-21
Involuntary In-Context Learning: Exploiting Few-Shot Pattern Completion to Bypass Safety Alignment in GPT-5.4
Authors: Alex Polyakov, Daniel Kuznetsov | Published: 2026-04-21
Malicious ML Model Detection by Learning Dynamic Behaviors
Authors: Sarang Nambiar, Dhruv Pradhan, Ezekiel Soremekun | Published: 2026-04-21
Do Agents Dream of Root Shells? Partial-Credit Evaluation of LLM Agents in Capture The Flag Challenges
Authors: Ali Al-Kaswan, Maksim Plotnikov, Maxim Hájek, Roland Vízner, Arie van Deursen, Maliheh Izadi | Published: 2026-04-21
DP-FlogTinyLLM: Differentially private federated log anomaly detection using Tiny LLMs
Authors: Isaiah Thompson, Tanmay Sen, Ritwik Bhattacharya | Published: 2026-04-21
ProjLens: Unveiling the Role of Projectors in Multimodal Model Safety
Authors: Kun Wang, Cheng Qian, Miao Yu, Lilan Peng, Liang Lin, Jiaming Zhang, Tianyu Zhang, Yu Cheng, Yang Wang | Published: 2026-04-21
SAGE: Signal-Amplified Guided Embeddings for LLM-based Vulnerability Detection
Authors: Zhengyang Shan, Xu Qian, Jiayun Xin, Minghui Xu, Yue Zhang, Zhen Yang, Hao Wu, Xiuzhen Cheng | Published: 2026-04-21
Beyond Pattern Matching: Seven Cross-Domain Techniques for Prompt Injection Detection
Authors: Thamilvendhan Munirathinam | Published: 2026-04-20
AgenTEE: Confidential LLM Agent Execution on Edge Devices
Authors: Sina Abdollahi, Mohammad M Maheri, Javad Forough, Amir Al Sadi, Josh Millar, David Kotz, Marios Kogias, Hamed Haddadi | Published: 2026-04-20