Text Steganography with Dynamic Codebook and Multimodal Large Language Model
Authors: Jianxin Gao, Ruohan Lei, Wanli Peng | Published: 2026-04-22
Taint-Style Vulnerability Detection and Confirmation for Node.js Packages Using LLM Agent Reasoning
Authors: Ronghao Ni, Mihai Christodorescu, Limin Jia | Published: 2026-04-22
Cyber Defense Benchmark: Agentic Threat Hunting Evaluation for LLMs in SecOps
Authors: Alankrit Chona, Igor Kozlov, Ambuj Kumar | Published: 2026-04-21
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