Multi-Agent Framework for Threat Mitigation and Resilience in AI-Based Systems
Authors: Armstrong Foundjem, Lionel Nganyewou Tidjon, Leuson Da Silva, Foutse Khomh | Published: 2025-12-29
モデルDoS
SeBERTis: A Framework for Producing Classifiers of Security-Related Issue Reports
Authors: Sogol Masoumzadeh, Yufei Li, Shane McIntosh, Dániel Varró, Lili Wei | Published: 2025-12-17
TriDF: Evaluating Perception, Detection, and Hallucination for Interpretable DeepFake Detection
Authors: Jian-Yu Jiang-Lin, Kang-Yang Huang, Ling Zou, Ling Lo, Sheng-Ping Yang, Yu-Wen Tseng, Kun-Hsiang Lin, Chia-Ling Chen, Yu-Ting Ta, Yan-Tsung Wang, Po-Ching Chen, Hongxia Xie, Hong-Han Shuai, Wen-Huang Cheng | Published: 2025-12-11
Amulet: Fast TEE-Shielded Inference for On-Device Model Protection
Authors: Zikai Mao, Lingchen Zhao, Lei Xu, Wentao Dong, Shenyi Zhang, Cong Wang, Qian Wang | Published: 2025-12-08
ThinkTrap: Denial-of-Service Attacks against Black-box LLM Services via Infinite Thinking
Authors: Yunzhe Li, Jianan Wang, Hongzi Zhu, James Lin, Shan Chang, Minyi Guo | Published: 2025-12-08
A Light-Weight Large Language Model File Format for Highly-Secure Model Distribution
Authors: Huifeng Zhu, Shijie Li, Qinfeng Li, Yier Jin | Published: 2025-12-04
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
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