Operationalizing a Threat Model for Red-Teaming Large Language Models (LLMs)

Authors: Apurv Verma, Satyapriya Krishna, Sebastian Gehrmann, Madhavan Seshadri, Anu Pradhan, Tom Ault, Leslie Barrett, David Rabinowitz, John Doucette, NhatHai Phan | Published: 2024-07-20 | Updated: 2025-07-10
2024.07.20 2025.07.12
Literature Database

Private prediction for large-scale synthetic text generation

Authors: Kareem Amin, Alex Bie, Weiwei Kong, Alexey Kurakin, Natalia Ponomareva, Umar Syed, Andreas Terzis, Sergei Vassilvitskii | Published: 2024-07-16 | Updated: 2024-10-09
2024.07.16 2025.05.27
Literature Database

Variational Randomized Smoothing for Sample-Wise Adversarial Robustness

Authors: Ryo Hase, Ye Wang, Toshiaki Koike-Akino, Jing Liu, Kieran Parsons | Published: 2024-07-16
2024.07.16 2025.05.27
Literature Database

Investigating Imperceptibility of Adversarial Attacks on Tabular Data: An Empirical Analysis

Authors: Zhipeng He, Chun Ouyang, Laith Alzubaidi, Alistair Barros, Catarina Moreira | Published: 2024-07-16 | Updated: 2024-10-04
2024.07.16 2025.05.27
Literature Database

Hey, That’s My Model! Introducing Chain & Hash, An LLM Fingerprinting Technique

Authors: Mark Russinovich, Ahmed Salem | Published: 2024-07-15 | Updated: 2025-06-12
2024.07.15 2025.06.14
Literature Database

SLIP: Securing LLMs IP Using Weights Decomposition

Authors: Yehonathan Refael, Adam Hakim, Lev Greenberg, Tal Aviv, Satya Lokam, Ben Fishman, Shachar Seidman | Published: 2024-07-15 | Updated: 2024-08-01
2024.07.15 2025.05.27
Literature Database

Provable Robustness of (Graph) Neural Networks Against Data Poisoning and Backdoor Attacks

Authors: Lukas Gosch, Mahalakshmi Sabanayagam, Debarghya Ghoshdastidar, Stephan Günnemann | Published: 2024-07-15 | Updated: 2024-10-14
2024.07.15 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
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
2024.07.12 2025.05.27
Literature Database

Refusing Safe Prompts for Multi-modal Large Language Models

Authors: Zedian Shao, Hongbin Liu, Yuepeng Hu, Neil Zhenqiang Gong | Published: 2024-07-12 | Updated: 2024-09-05
2024.07.12 2025.05.27
Literature Database
Next page