AIセキュリティポータルbot

Safety Testing LLM Agents at Scale: From Risk Discovery to Evidence-Grounded Verification

Authors: Yunhao Feng, Ruixiao Lin, Ming Wen, Qinqin He, Yanming Guo, Yifan Ding, Yutao Wu, Jialuo Chen, Yunhao Chen, Xiaohu Du, Jianan Ma, Zixing Chen, Zhuoer Xu, Xingjun Ma, Xinhao Deng | Published: 2026-07-02
エージェント操作手法
Threat Model
Vulnerability Management
2026.07.02 2026.07.04
Literature Database

DRL-CLBA: A Clean Label Backdoor Attack for Speech Classification via DDPG Reinforcement Learning

Authors: Yueming Huang, Wenhan Yao, Fen Xiao, Xiarun Chen, Weiping Wen | Published: 2026-07-02
Backdoor Attack
Detection of Poison Data for Backdoor Attacks
Model Performance Evaluation
2026.07.02 2026.07.04
Literature Database

Pmeta-TLA: Backdoor Attacks for Speech Classification Models via Meta-Learning with Timbre Leakage Attack

Authors: Yueming Huang, Wenhan Yao, Fen Xiao, Xiarun Chen, Weiping Wen | Published: 2026-07-02
Backdoor Attack
Detection of Poison Data for Backdoor Attacks
メタ学習
2026.07.02 2026.07.04
Literature Database

Beyond Gradient-Based Attacks: Adversarial Robustness and Explainability Stability in Cybersecurity Classifiers

Authors: Mona Rajhans, Vishal Khawarey | Published: 2026-07-02
Certified Robustness
Adversarial Perturbation Techniques
脆弱性評価
2026.07.02 2026.07.04
Literature Database

Forensic-Oriented Intrusion Detection Using Synthetic Network Traffic Data and Explainable Artificial Intelligence

Authors: Jose Luis Vela Alonso, Carmen Pellicer | Published: 2026-07-01
Application of XAI
Dataset Analysis
Data Flow Analysis
2026.07.01 2026.07.03
Literature Database

HARC: Coupling Harmfulness and Refusal Directions for Robust Safety Alignment

Authors: Shei Pern Chua, Fangzhao Wu | Published: 2026-07-01
Alignment
脆弱性評価
Vulnerability Assessment Method
2026.07.01 2026.07.03
Literature Database

Cross-Domain Generalization Failure in Lightweight Intrusion Detection Models for IIoT Networks

Authors: MD Azizul Hakim, Md Shihab Uddin, Talha Ibne Anis | Published: 2026-07-01
クロスドメイン評価
Interpretability
Evaluation Method
2026.07.01 2026.07.03
Literature Database

Beyond the Prompt: Jailbreaking Function-Calling LLMs via Simulated Moderation Traces

Authors: Junlong Liu, Haobo Wang, Weiqi Luo, Xiaojun Jia | Published: 2026-07-01
Multi-Round Dialogue
Large Language Model
脱獄攻撃手法
2026.07.01 2026.07.03
Literature Database

Predicting Lethal Outcome (Cause) And Understanding Key Biomarkers Linked With Acute Myocardial Infarction Using Deep Artificial Neural Network And Ensemble Of Machine Learning Methodologies

Authors: Sagnik Ghosh | Published: 2026-07-01
Dataset Analysis
バイオマーカー分析
心疾患予測
2026.07.01 2026.07.03
Literature Database

A Penny for Your Prompts: Experiments Detecting and Mitigating LLM Usage by Survey Respondents

Authors: Zane Xu, Nathan Malkin | Published: 2026-07-01
Indirect Prompt Injection
Data Privacy Management
Large Language Model
2026.07.01 2026.07.03
Literature Database
Next page