Membership Inference Attacks against Language Models via Neighbourhood Comparison

Authors: Justus Mattern, Fatemehsadat Mireshghallah, Zhijing Jin, Bernhard Schölkopf, Mrinmaya Sachan, Taylor Berg-Kirkpatrick | Published: 2023-05-29 | Updated: 2023-08-07
2023.05.29 2025.05.28
Literature Database

LLMs Can Understand Encrypted Prompt: Towards Privacy-Computing Friendly Transformers

Authors: Xuanqi Liu, Zhuotao Liu | Published: 2023-05-28 | Updated: 2023-12-15
2023.05.28 2025.05.28
Literature Database

The Curse of Recursion: Training on Generated Data Makes Models Forget

Authors: Ilia Shumailov, Zakhar Shumaylov, Yiren Zhao, Yarin Gal, Nicolas Papernot, Ross Anderson | Published: 2023-05-27 | Updated: 2024-04-14
2023.05.27 2025.05.28
Literature Database

Improved Privacy-Preserving PCA Using Optimized Homomorphic Matrix Multiplication

Authors: Xirong Ma | Published: 2023-05-27 | Updated: 2023-08-17
2023.05.27 2025.05.28
Literature Database

On Evaluating Adversarial Robustness of Large Vision-Language Models

Authors: Yunqing Zhao, Tianyu Pang, Chao Du, Xiao Yang, Chongxuan Li, Ngai-Man Cheung, Min Lin | Published: 2023-05-26 | Updated: 2023-10-29
2023.05.26 2025.05.28
Literature Database

CyPhERS: A Cyber-Physical Event Reasoning System providing real-time situational awareness for attack and fault response

Authors: Nils Müller, Kaibin Bao, Jörg Matthes, Kai Heussen | Published: 2023-05-26
2023.05.26 2025.05.28
Literature Database

Undetectable Watermarks for Language Models

Authors: Miranda Christ, Sam Gunn, Or Zamir | Published: 2023-05-25
2023.05.25 2025.05.28
Literature Database

Enhancing Retrieval-Augmented Large Language Models with Iterative Retrieval-Generation Synergy

Authors: Zhihong Shao, Yeyun Gong, Yelong Shen, Minlie Huang, Nan Duan, Weizhu Chen | Published: 2023-05-24 | Updated: 2023-10-23
2023.05.24 2025.05.28
Literature Database

Frequency maps reveal the correlation between Adversarial Attacks and Implicit Bias

Authors: Lorenzo Basile, Nikos Karantzas, Alberto d'Onofrio, Luca Manzoni, Luca Bortolussi, Alex Rodriguez, Fabio Anselmi | Published: 2023-05-24 | Updated: 2025-04-08
2023.05.24 2025.05.28
Literature Database

Adversarial Demonstration Attacks on Large Language Models

Authors: Jiongxiao Wang, Zichen Liu, Keun Hee Park, Zhuojun Jiang, Zhaoheng Zheng, Zhuofeng Wu, Muhao Chen, Chaowei Xiao | Published: 2023-05-24 | Updated: 2023-10-14
2023.05.24 2025.05.28
Literature Database
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