Attack Method

JailGuard: A Universal Detection Framework for LLM Prompt-based Attacks

Authors: Xiaoyu Zhang, Cen Zhang, Tianlin Li, Yihao Huang, Xiaojun Jia, Ming Hu, Jie Zhang, Yang Liu, Shiqing Ma, Chao Shen | Published: 2023-12-17 | Updated: 2025-03-15
Text Perturbation Method
Prompt Injection
Attack Method
2023.12.17 2025.05.27
Literature Database

Towards Reliable Participation in UAV-Enabled Federated Edge Learning on Non-IID Data

Authors: Youssra Cheriguene, Wael Jaafar, Halim Yanikomeroglu, Chaker Abdelaziz Kerrache | Published: 2023-12-16
Participant Selection Method
Attack Method
Federated Learning
2023.12.16 2025.05.27
Literature Database

Low-Cost High-Power Membership Inference Attacks

Authors: Sajjad Zarifzadeh, Philippe Liu, Reza Shokri | Published: 2023-12-06 | Updated: 2024-06-12
Membership Inference
Low-Cost Membership Inference Method
Attack Method
2023.12.06 2025.05.28
Literature Database

Breaking XOR Arbiter PUFs without Reliability Information

Authors: Niloufar Sayadi, Phuong Ha Nguyen, Marten van Dijk, Chenglu Jin | Published: 2023-12-03
Evaluation Methods for PUF
Watermarking
Attack Method
2023.12.03 2025.05.28
Literature Database

FedTruth: Byzantine-Robust and Backdoor-Resilient Federated Learning Framework

Authors: Sheldon C. Ebron Jr., Kan Yang | Published: 2023-11-17
Model Architecture
Attack Method
Evaluation Method
2023.11.17 2025.05.28
Literature Database

You Cannot Escape Me: Detecting Evasions of SIEM Rules in Enterprise Networks

Authors: Rafael Uetz, Marco Herzog, Louis Hackländer, Simon Schwarz, Martin Henze | Published: 2023-11-16 | Updated: 2023-12-19
Rule Attribution
Attack Method
Adaptive Misuse Detection
2023.11.16 2025.05.28
Literature Database

Trojan Activation Attack: Red-Teaming Large Language Models using Activation Steering for Safety-Alignment

Authors: Haoran Wang, Kai Shu | Published: 2023-11-15 | Updated: 2024-08-15
Prompt Injection
Attack Method
Natural Language Processing
2023.11.15 2025.05.28
Literature Database

Jailbreaking GPT-4V via Self-Adversarial Attacks with System Prompts

Authors: Yuanwei Wu, Xiang Li, Yixin Liu, Pan Zhou, Lichao Sun | Published: 2023-11-15 | Updated: 2024-01-20
Prompt Injection
Attack Method
Face Recognition
2023.11.15 2025.05.28
Literature Database

Identifying and Mitigating Vulnerabilities in LLM-Integrated Applications

Authors: Fengqing Jiang, Zhangchen Xu, Luyao Niu, Boxin Wang, Jinyuan Jia, Bo Li, Radha Poovendran | Published: 2023-11-07 | Updated: 2023-11-29
Prompt Injection
Experimental Validation
Attack Method
2023.11.07 2025.05.28
Literature Database

Ignore This Title and HackAPrompt: Exposing Systemic Vulnerabilities of LLMs through a Global Scale Prompt Hacking Competition

Authors: Sander Schulhoff, Jeremy Pinto, Anaum Khan, Louis-François Bouchard, Chenglei Si, Svetlina Anati, Valen Tagliabue, Anson Liu Kost, Christopher Carnahan, Jordan Boyd-Graber | Published: 2023-10-24 | Updated: 2024-03-03
Text Generation Method
Prompt Injection
Attack Method
2023.10.24 2025.05.28
Literature Database
Next page