Attack Method

LLM Defenses Are Not Robust to Multi-Turn Human Jailbreaks Yet

Authors: Nathaniel Li, Ziwen Han, Ian Steneker, Willow Primack, Riley Goodside, Hugh Zhang, Zifan Wang, Cristina Menghini, Summer Yue | Published: 2024-08-27 | Updated: 2024-09-04
Prompt Injection
User Education
Attack Method
2024.08.27 2025.05.27
Literature Database

Is Generative AI the Next Tactical Cyber Weapon For Threat Actors? Unforeseen Implications of AI Generated Cyber Attacks

Authors: Yusuf Usman, Aadesh Upadhyay, Prashnna Gyawali, Robin Chataut | Published: 2024-08-23
Cybersecurity
Prompt Injection
Attack Method
2024.08.23 2025.05.27
Literature Database

Security Attacks on LLM-based Code Completion Tools

Authors: Wen Cheng, Ke Sun, Xinyu Zhang, Wei Wang | Published: 2024-08-20 | Updated: 2025-01-02
LLM Security
Prompt Injection
Attack Method
2024.08.20 2025.05.27
Literature Database

Detecting Masquerade Attacks in Controller Area Networks Using Graph Machine Learning

Authors: William Marfo, Pablo Moriano, Deepak K. Tosh, Shirley V. Moore | Published: 2024-08-10
Attack Method
Time Window Analysis
Vehicle Network Security
2024.08.10 2025.05.27
Literature Database

LaFA: Latent Feature Attacks on Non-negative Matrix Factorization

Authors: Minh Vu, Ben Nebgen, Erik Skau, Geigh Zollicoffer, Juan Castorena, Kim Rasmussen, Boian Alexandrov, Manish Bhattarai | Published: 2024-08-07
Watermarking
Attack Method
Adversarial Example
2024.08.07 2025.05.27
Literature Database

EnJa: Ensemble Jailbreak on Large Language Models

Authors: Jiahao Zhang, Zilong Wang, Ruofan Wang, Xingjun Ma, Yu-Gang Jiang | Published: 2024-08-07
Prompt Injection
Attack Method
Evaluation Method
2024.08.07 2025.05.27
Literature Database

Pre-trained Encoder Inference: Revealing Upstream Encoders In Downstream Machine Learning Services

Authors: Shaopeng Fu, Xuexue Sun, Ke Qing, Tianhang Zheng, Di Wang | Published: 2024-08-05
Privacy Protection Method
Membership Inference
Attack Method
2024.08.05 2025.05.27
Literature Database

Practical Attacks against Black-box Code Completion Engines

Authors: Slobodan Jenko, Jingxuan He, Niels Mündler, Mark Vero, Martin Vechev | Published: 2024-08-05
Attack Method
Vulnerability Management
Evaluation Method
2024.08.05 2025.05.27
Literature Database

Systematic Categorization, Construction and Evaluation of New Attacks against Multi-modal Mobile GUI Agents

Authors: Yulong Yang, Xinshan Yang, Shuaidong Li, Chenhao Lin, Zhengyu Zhao, Chao Shen, Tianwei Zhang | Published: 2024-07-12 | Updated: 2025-03-16
Indirect Prompt Injection
Attack Method
Vulnerability Attack Method
2024.07.12 2025.05.27
Literature Database

TPIA: Towards Target-specific Prompt Injection Attack against Code-oriented Large Language Models

Authors: Yuchen Yang, Hongwei Yao, Bingrun Yang, Yiling He, Yiming Li, Tianwei Zhang, Zhan Qin, Kui Ren, Chun Chen | Published: 2024-07-12 | Updated: 2025-01-16
LLM Security
Prompt Injection
Attack Method
2024.07.12 2025.05.27
Literature Database
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