Adversarial Example

Survey of Vulnerabilities in Large Language Models Revealed by Adversarial Attacks

Authors: Erfan Shayegani, Md Abdullah Al Mamun, Yu Fu, Pedram Zaree, Yue Dong, Nael Abu-Ghazaleh | Published: 2023-10-16
Prompt Injection
Adversarial Example
Adversarial Training
2023.10.16 2025.05.28
Literature Database

BufferSearch: Generating Black-Box Adversarial Texts With Lower Queries

Authors: Wenjie Lv, Zhen Wang, Yitao Zheng, Zhehua Zhong, Qi Xuan, Tianyi Chen | Published: 2023-10-14
Attack Evaluation
Adversarial Example
Optimization Methods
2023.10.14 2025.05.28
Literature Database

Misusing Tools in Large Language Models With Visual Adversarial Examples

Authors: Xiaohan Fu, Zihan Wang, Shuheng Li, Rajesh K. Gupta, Niloofar Mireshghallah, Taylor Berg-Kirkpatrick, Earlence Fernandes | Published: 2023-10-04
LLM Performance Evaluation
Prompt Injection
Adversarial Example
2023.10.04 2025.05.28
Literature Database

DAD++: Improved Data-free Test Time Adversarial Defense

Authors: Gaurav Kumar Nayak, Inder Khatri, Shubham Randive, Ruchit Rawal, Anirban Chakraborty | Published: 2023-09-10
Adversarial Example
Adversarial attack
Defense Method
2023.09.10 2025.05.28
Literature Database

Use of LLMs for Illicit Purposes: Threats, Prevention Measures, and Vulnerabilities

Authors: Maximilian Mozes, Xuanli He, Bennett Kleinberg, Lewis D. Griffin | Published: 2023-08-24
Prompt Injection
Malicious Content Generation
Adversarial Example
2023.08.24 2025.05.28
Literature Database

Sample Complexity of Robust Learning against Evasion Attacks

Authors: Pascale Gourdeau | Published: 2023-08-23
Sample Complexity
Poisoning
Adversarial Example
2023.08.23 2025.05.28
Literature Database

A Comparison of Adversarial Learning Techniques for Malware Detection

Authors: Pavla Louthánová, Matouš Kozák, Martin Jureček, Mark Stamp | Published: 2023-08-19
Malware Detection
Adversarial Example
Adversarial attack
2023.08.19 2025.05.28
Literature Database

Data-Free Model Extraction Attacks in the Context of Object Detection

Authors: Harshit Shah, Aravindhan G, Pavan Kulkarni, Yuvaraj Govidarajulu, Manojkumar Parmar | Published: 2023-08-09
Dataset Generation
Model Extraction Attack
Adversarial Example
2023.08.09 2025.05.28
Literature Database

A reading survey on adversarial machine learning: Adversarial attacks and their understanding

Authors: Shashank Kotyan | Published: 2023-08-07
Adversarial Example
Adversarial Attack Methods
Defense Method
2023.08.07 2025.05.28
Literature Database

URET: Universal Robustness Evaluation Toolkit (for Evasion)

Authors: Kevin Eykholt, Taesung Lee, Douglas Schales, Jiyong Jang, Ian Molloy, Masha Zorin | Published: 2023-08-03
Data Generation
Adversarial Example
Adversarial attack
2023.08.03 2025.05.28
Literature Database
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