APFuzz: Towards Automatic Greybox Protocol Fuzzing
Authors: Yu Wang, Yang Xiang, Chandra Thapa, Hajime Suzuki | Published: 2026-02-25
Prompt Injection
An Explainable Memory Forensics Approach for Malware Analysis
Authors: Silvia Lucia Sanna, Davide Maiorca, Giorgio Giacinto | Published: 2026-02-23
What Breaks Embodied AI Security:LLM Vulnerabilities, CPS Flaws,or Something Else?
Authors: Boyang Ma, Hechuan Guo, Peizhuo Lv, Minghui Xu, Xuelong Dai, YeChao Zhang, Yijun Yang, Yue Zhang | Published: 2026-02-19
Fail-Closed Alignment for Large Language Models
Authors: Zachary Coalson, Beth Sohler, Aiden Gabriel, Sanghyun Hong | Published: 2026-02-19
Mind the Gap: Evaluating LLMs for High-Level Malicious Package Detection vs. Fine-Grained Indicator Identification
Authors: Ahmed Ryan, Ibrahim Khalil, Abdullah Al Jahid, Md Erfan, Akond Ashfaque Ur Rahman, Md Rayhanur Rahman | Published: 2026-02-18
A Content-Based Framework for Cybersecurity Refusal Decisions in Large Language Models
Authors: Meirav Segal, Noa Linder, Omer Antverg, Gil Gekker, Tomer Fichman, Omri Bodenheimer, Edan Maor, Omer Nevo | Published: 2026-02-17
Exposing the Systematic Vulnerability of Open-Weight Models to Prefill Attacks
Authors: Lukas Struppek, Adam Gleave, Kellin Pelrine | Published: 2026-02-16
DeepSight: An All-in-One LM Safety Toolkit
Authors: Bo Zhang, Jiaxuan Guo, Lijun Li, Dongrui Liu, Sujin Chen, Guanxu Chen, Zhijie Zheng, Qihao Lin, Lewen Yan, Chen Qian, Yijin Zhou, Yuyao Wu, Shaoxiong Guo, Tianyi Du, Jingyi Yang, Xuhao Hu, Ziqi Miao, Xiaoya Lu, Jing Shao, Xia Hu | Published: 2026-02-12
Differentially Private and Communication Efficient Large Language Model Split Inference via Stochastic Quantization and Soft Prompt
Authors: Yujie Gu, Richeng Jin, Xiaoyu Ji, Yier Jin, Wenyuan Xu | Published: 2026-02-12
Jailbreaking Leaves a Trace: Understanding and Detecting Jailbreak Attacks from Internal Representations of Large Language Models
Authors: Sri Durga Sai Sowmya Kadali, Evangelos E. Papalexakis | Published: 2026-02-12