AIセキュリティポータルbot

Attention Knows Whom to Trust: Attention-based Trust Management for LLM Multi-Agent Systems

Authors: Pengfei He, Zhenwei Dai, Xianfeng Tang, Yue Xing, Hui Liu, Jingying Zeng, Qiankun Peng, Shrivats Agrawal, Samarth Varshney, Suhang Wang, Jiliang Tang, Qi He | Published: 2025-06-03
Indirect Prompt Injection
Model DoS
Ethical Considerations
2025.06.03 2025.06.05
Literature Database

BitBypass: A New Direction in Jailbreaking Aligned Large Language Models with Bitstream Camouflage

Authors: Kalyan Nakka, Nitesh Saxena | Published: 2025-06-03
Disabling Safety Mechanisms of LLM
Detection Rate of Phishing Attacks
Prompt Injection
2025.06.03 2025.06.05
Literature Database

A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges

Authors: Sudhanshu Sekhar Tripathy, Bichitrananda Behera | Published: 2025-06-03
Trigger Detection
Intrusion Detection System
Analysis of Detection Methods
2025.06.03 2025.06.05
Literature Database

MISLEADER: Defending against Model Extraction with Ensembles of Distilled Models

Authors: Xueqi Cheng, Minxing Zheng, Shixiang Zhu, Yushun Dong | Published: 2025-06-03
Model Extraction Attack
Detection of Model Extraction Attacks
Defense Method
2025.06.03 2025.06.05
Literature Database

IF-GUIDE: Influence Function-Guided Detoxification of LLMs

Authors: Zachary Coalson, Juhan Bae, Nicholas Carlini, Sanghyun Hong | Published: 2025-06-02 | Updated: 2025-06-09
Text Detoxification
Ethical Statement
影響関数
2025.06.02 2025.06.11
Literature Database

SALAD: Systematic Assessment of Machine Unlearning on LLM-Aided Hardware Design

Authors: Zeng Wang, Minghao Shao, Rupesh Karn, Likhitha Mankali, Jitendra Bhandari, Ramesh Karri, Ozgur Sinanoglu, Muhammad Shafique, Johann Knechtel | Published: 2025-06-02 | Updated: 2025-08-05
Data-Driven Vulnerability Assessment
Prompt leaking
Watermark
2025.06.02 2025.08.07
Literature Database

On the Stability of Graph Convolutional Neural Networks: A Probabilistic Perspective

Authors: Ning Zhang, Henry Kenlay, Li Zhang, Mihai Cucuringu, Xiaowen Dong | Published: 2025-06-01 | Updated: 2025-06-03
Dynamic Graph Processing
Adversarial Learning
Optimization Problem
2025.06.01 2025.06.05
Literature Database

A Large Language Model-Supported Threat Modeling Framework for Transportation Cyber-Physical Systems

Authors: M Sabbir Salek, Mashrur Chowdhury, Muhaimin Bin Munir, Yuchen Cai, Mohammad Imtiaz Hasan, Jean-Michel Tine, Latifur Khan, Mizanur Rahman | Published: 2025-06-01 | Updated: 2025-07-28
Bias Detection in AI Output
Poisoning attack on RAG
Vulnerability Assessment Method
2025.06.01 2025.07.30
Literature Database

A Systematic Review of Metaheuristics-Based and Machine Learning-Driven Intrusion Detection Systems in IoT

Authors: Mohammad Shamim Ahsan, Salekul Islam, Swakkhar Shatabda | Published: 2025-05-31 | Updated: 2025-06-03
Prompt Injection
Intrusion Detection System
Selection and Evaluation of Optimization Algorithms
2025.05.31 2025.06.05
Literature Database

A Red Teaming Roadmap Towards System-Level Safety

Authors: Zifan Wang, Christina Q. Knight, Jeremy Kritz, Willow E. Primack, Julian Michael | Published: 2025-05-30 | Updated: 2025-06-09
Model DoS
Large Language Model
製品安全性
2025.05.30 2025.06.11
Literature Database
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