HarnessAgent: Scaling Automatic Fuzzing Harness Construction with Tool-Augmented LLM Pipelines
Authors: Kang Yang, Yunhang Zhang, Zichuan Li, GuanHong Tao, Jun Xu, XiaoJing Liao | Published: 2025-12-03
Model DoS
Contextual Image Attack: How Visual Context Exposes Multimodal Safety Vulnerabilities
Authors: Yuan Xiong, Ziqi Miao, Lijun Li, Chen Qian, Jie Li, Jing Shao | Published: 2025-12-02
DefenSee: Dissecting Threat from Sight and Text – A Multi-View Defensive Pipeline for Multi-modal Jailbreaks
Authors: Zihao Wang, Kar Wai Fok, Vrizlynn L. L. Thing | Published: 2025-12-01
TZ-LLM: Protecting On-Device Large Language Models with Arm TrustZone
Authors: Xunjie Wang, Jiacheng Shi, Zihan Zhao, Yang Yu, Zhichao Hua, Jinyu Gu | Published: 2025-11-17
Automated and Explainable Denial of Service Analysis for AI-Driven Intrusion Detection Systems
Authors: Paul Badu Yakubu, Lesther Santana, Mohamed Rahouti, Yufeng Xin, Abdellah Chehri, Mohammed Aledhari | Published: 2025-11-06
AdaDoS: Adaptive DoS Attack via Deep Adversarial Reinforcement Learning in SDN
Authors: Wei Shao, Yuhao Wang, Rongguang He, Muhammad Ejaz Ahmed, Seyit Camtepe | Published: 2025-10-23
VERA-V: Variational Inference Framework for Jailbreaking Vision-Language Models
Authors: Qilin Liao, Anamika Lochab, Ruqi Zhang | Published: 2025-10-20
STAF: Leveraging LLMs for Automated Attack Tree-Based Security Test Generation
Authors: Tanmay Khule, Stefan Marksteiner, Jose Alguindigue, Hannes Fuchs, Sebastian Fischmeister, Apurva Narayan | Published: 2025-09-24
LLMs as verification oracles for Solidity
Authors: Massimo Bartoletti, Enrico Lipparini, Livio Pompianu | Published: 2025-09-23
SilentStriker:Toward Stealthy Bit-Flip Attacks on Large Language Models
Authors: Haotian Xu, Qingsong Peng, Jie Shi, Huadi Zheng, Yu Li, Cheng Zhuo | Published: 2025-09-22