AIセキュリティポータルbot

PsySafe: A Comprehensive Framework for Psychological-based Attack, Defense, and Evaluation of Multi-agent System Safety

Authors: Zaibin Zhang, Yongting Zhang, Lijun Li, Hongzhi Gao, Lijun Wang, Huchuan Lu, Feng Zhao, Yu Qiao, Jing Shao | Published: 2024-01-22 | Updated: 2024-08-20
Prompt Injection
Safety Alignment
Psychological Manipulation
2024.01.22 2025.05.27
Literature Database

Unraveling Attacks in Machine Learning-based IoT Ecosystems: A Survey and the Open Libraries Behind Them

Authors: Chao Liu, Boxi Chen, Wei Shao, Chris Zhang, Kelvin Wong, Yi Zhang | Published: 2024-01-22 | Updated: 2024-01-27
Backdoor Attack
Privacy Protection Method
Membership Inference
2024.01.22 2025.05.27
Literature Database

Machine learning-based network intrusion detection for big and imbalanced data using oversampling, stacking feature embedding and feature extraction

Authors: Md. Alamin Talukder, Md. Manowarul Islam, Md Ashraf Uddin, Khondokar Fida Hasan, Selina Sharmin, Salem A. Alyami, Mohammad Ali Moni | Published: 2024-01-22
Watermarking
Model Performance Evaluation
Intrusion Detection System
2024.01.22 2025.05.27
Literature Database

Instructional Fingerprinting of Large Language Models

Authors: Jiashu Xu, Fei Wang, Mingyu Derek Ma, Pang Wei Koh, Chaowei Xiao, Muhao Chen | Published: 2024-01-21 | Updated: 2024-04-03
Watermarking
Fingerprinting Method
Model Performance Evaluation
2024.01.21 2025.05.27
Literature Database

Inducing High Energy-Latency of Large Vision-Language Models with Verbose Images

Authors: Kuofeng Gao, Yang Bai, Jindong Gu, Shu-Tao Xia, Philip Torr, Zhifeng Li, Wei Liu | Published: 2024-01-20 | Updated: 2024-03-22
Model DoS
Model Evaluation
Resource Scarcity Issues
2024.01.20 2025.05.27
Literature Database

BadChain: Backdoor Chain-of-Thought Prompting for Large Language Models

Authors: Zhen Xiang, Fengqing Jiang, Zidi Xiong, Bhaskar Ramasubramanian, Radha Poovendran, Bo Li | Published: 2024-01-20
LLM Performance Evaluation
Backdoor Attack
Prompt Injection
2024.01.20 2025.05.27
Literature Database

LLM4Fuzz: Guided Fuzzing of Smart Contracts with Large Language Models

Authors: Chaofan Shou, Jing Liu, Doudou Lu, Koushik Sen | Published: 2024-01-20
LLM Performance Evaluation
Smart Contract
Program Analysis
2024.01.20 2025.05.27
Literature Database

Exploring Highly Quantised Neural Networks for Intrusion Detection in Automotive CAN

Authors: Shashwat Khandelwal, Shreejith Shanker | Published: 2024-01-19
DoS Attack
Intrusion Detection System
Vehicle Network Security
2024.01.19 2025.05.27
Literature Database

The Surprising Harmfulness of Benign Overfitting for Adversarial Robustness

Authors: Yifan Hao, Tong Zhang | Published: 2024-01-19 | Updated: 2024-01-25
Robustness Evaluation
Convergence Property
Watermark Evaluation
2024.01.19 2025.05.27
Literature Database

Real-Time Zero-Day Intrusion Detection System for Automotive Controller Area Network on FPGAs

Authors: Shashwat Khandelwal, Shreejith Shanker | Published: 2024-01-19
Watermarking
Intrusion Detection System
Vehicle Network Security
2024.01.19 2025.05.27
Literature Database
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