AIセキュリティポータルbot

WebMCP-Phalanx: Enforcing and Characterizing Trust Boundaries for Browser-Integrated LLM Agents

Authors: Lin-Fa Lee, YI-YU Chang, Kuo-Hui Yeh | Published: 2026-08-25
セキュリティ考慮
攻撃手法の効果
防御手法の統合

RAGSentinel: Certifiable Geometric Consensus for Robust Retrieval-Augmented Generation

Authors: Yueyang Quan, Anjun Gao, Yufei Xia, Minghong Fang, Zhuqing Liu | Published: 2026-08-25
RAG
Poisoning attack on RAG
攻撃手法の効果

NeuronGuard: Robust LLM Safety Alignment via Ablation-Aware Safety Signal Redistribution

Authors: Anjun Gao, Yueyang Quan, Yufei Xia, Zhuqing Liu, Minghong Fang | Published: 2026-08-25
Alignment
Prompt Injection
攻撃手法の効果

STAIN-FL: Stealthy Targeted Attack Injection with Contextual Triggers in Federated Learning

Authors: Ashlinder Kaur, Purnima Murali Mohan, Zengxiang Li, Tram Truong-Huu | Published: 2026-08-25
Backdoor Detection
攻撃手法の効果
Anomaly Detection Method

Robustness of Anomaly Detection Models for Industrial Control Systems under Training-Time Data Contamination

Authors: Mustafa Umut Ozbek, Taiwo Ojo, Pooria Madani, Khalil El-Khatib, Li Yang | Published: 2026-08-24
Adversarial Example Detection
異常検知

InjecMEM: Memory Injection Attack on LLM Agent Memory Systems

Authors: Hanling Tian, Gengyu Zhang, Zeyang Sha, Jingying Wang, Yuhang Liu, Zhehao Huang, Kun Yang, Xiaolin Huang | Published: 2026-08-24
Indirect Prompt Injection
攻撃手法の効果
Research Methodology

Adversarial Entropy Inflation Against Gumbel-Based Inference Verification

Authors: Nikita Kezins | Published: 2026-08-24
攻撃手法の効果
Adversarial attack
Research Methodology

CyberFactory: Scaling Cyber Security Capabilities with Instances from the Wild

Authors: Jian Yang, Haau-Sing Li, Shawn Guo, Zixi Zhao, Yibo Tan, Jiajun Wu, Aishan Liu, Xianglong Liu, Tianyu Zheng, Bryan Dai, Chengran Yang | Published: 2026-08-24
Automation of Cybersecurity
Data Collection
Machine Learning Application

Graph Representation Learning of Lightweight IoT Ciphers

Authors: Jonathan Cook, Sabih ur Rehman, M. Arif Khan | Published: 2026-08-24
Graph Representation Learning
Model Performance Evaluation
Random Forest

PsychJail: Exploring Psychological Jailbreaks via Multi-Turn Persuasion of LLM Policies

Authors: Zeyu Feng, Qingyu Wu, Yuzhe Luo, Hua Cheng | Published: 2026-08-24
Disabling Safety Mechanisms of LLM
Reinforcement Learning Environment
心理的手法