Security Assurance

AgenticSCR: An Autonomous Agentic Secure Code Review for Immature Vulnerabilities Detection

Authors: Wachiraphan Charoenwet, Kla Tantithamthavorn, Patanamon Thongtanunam, Hong Yi Lin, Minwoo Jeong, Ming Wu | Published: 2026-01-27
LLM活用
Security Assurance
脆弱性検出手法

$α^3$-SecBench: A Large-Scale Evaluation Suite of Security, Resilience, and Trust for LLM-based UAV Agents over 6G Networks

Authors: Mohamed Amine Ferrag, Abderrahmane Lakas, Merouane Debbah | Published: 2026-01-26
LLM活用
Security Assurance
Prompt Injection

Mitigating the OWASP Top 10 For Large Language Models Applications using Intelligent Agents

Authors: Mohammad Fasha, Faisal Abul Rub, Nasim Matar, Bilal Sowan, Mohammad Al Khaldy | Published: 2026-01-26
LLM活用
RAG
Security Assurance

PAL*M: Property Attestation for Large Generative Models

Authors: Prach Chantasantitam, Adam Ilyas Caulfield, Vasisht Duddu, Lachlan J. Gunn, N. Asokan | Published: 2026-01-22
RAG
Security Assurance
Framework

An Empirical Study on Remote Code Execution in Machine Learning Model Hosting Ecosystems

Authors: Mohammed Latif Siddiq, Tanzim Hossain Romel, Natalie Sekerak, Beatrice Casey, Joanna C. S. Santos | Published: 2026-01-20
Security Assurance
Data-Driven Vulnerability Assessment
Model Extraction Attack

HardSecBench: Benchmarking the Security Awareness of LLMs for Hardware Code Generation

Authors: Qirui Chen, Jingxian Shuai, Shuangwu Chen, Shenghao Ye, Zijian Wen, Xufei Su, Jie Jin, Jiangming Li, Jun Chen, Xiaobin Tan, Jian Yang | Published: 2026-01-20
コード生成手法
Security Assurance
Prompt leaking

Safe-FedLLM: Delving into the Safety of Federated Large Language Models

Authors: Mingxiang Tao, Yu Tian, Wenxuan Tu, Yue Yang, Xue Yang, Xiangyan Tang | Published: 2026-01-12
Security Assurance
Privacy Protection
Prompt Injection

Enhancing Cloud Network Resilience via a Robust LLM-Empowered Multi-Agent Reinforcement Learning Framework

Authors: Yixiao Peng, Hao Hu, Feiyang Li, Xinye Cao, Yingchang Jiang, Jipeng Tang, Guoshun Nan, Yuling Liu | Published: 2026-01-12
LLM活用
Security Assurance
Performance Evaluation

Shadow in the Cache: Unveiling and Mitigating Privacy Risks of KV-cache in LLM Inference

Authors: Zhifan Luo, Shuo Shao, Su Zhang, Lijing Zhou, Yuke Hu, Chenxu Zhao, Zhihao Liu, Zhan Qin | Published: 2025-08-13
Security Assurance
Reconstruction Attack
Watermark Design

Understanding, Implementing, and Supporting Security Assurance Cases in Safety-Critical Domains

Authors: Mazen Mohamad | Published: 2025-01-08
Security Assurance
Risk Management
Workshop Survey