A General Theoretical Paradigm to Understand Learning from Human Preferences

Authors: Mohammad Gheshlaghi Azar, Mark Rowland, Bilal Piot, Daniel Guo, Daniele Calandriello, Michal Valko, Rémi Munos | Published: 2023-10-18 | Updated: 2023-11-22
2023.10.18 2025.04.03
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MalDICT: Benchmark Datasets on Malware Behaviors, Platforms, Exploitation, and Packers

Authors: Robert J. Joyce, Edward Raff, Charles Nicholas, James Holt | Published: 2023-10-18
2023.10.18 2025.04.03
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IoTGeM: Generalizable Models for Behaviour-Based IoT Attack Detection

Authors: Kahraman Kostas, Mike Just, Michael A. Lones | Published: 2023-10-17
2023.10.17 2025.04.03
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The Efficacy of Transformer-based Adversarial Attacks in Security Domains

Authors: Kunyang Li, Kyle Domico, Jean-Charles Noirot Ferrand, Patrick McDaniel | Published: 2023-10-17
2023.10.17 2025.04.03
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Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection

Authors: Akari Asai, Zeqiu Wu, Yizhong Wang, Avirup Sil, Hannaneh Hajishirzi | Published: 2023-10-17
2023.10.17 2025.04.03
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Last One Standing: A Comparative Analysis of Security and Privacy of Soft Prompt Tuning, LoRA, and In-Context Learning

Authors: Rui Wen, Tianhao Wang, Michael Backes, Yang Zhang, Ahmed Salem | Published: 2023-10-17
2023.10.17 2025.04.03
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Privacy-Preserving Graph Embedding based on Local Differential Privacy

Authors: Zening Li, Rong-Hua Li, Meihao Liao, Fusheng Jin, Guoren Wang | Published: 2023-10-17 | Updated: 2024-08-04
2023.10.17 2025.04.03
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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
2023.10.16 2025.04.03
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Regularization properties of adversarially-trained linear regression

Authors: Antônio H. Ribeiro, Dave Zachariah, Francis Bach, Thomas B. Schön | Published: 2023-10-16
2023.10.16 2025.04.03
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Demystifying Poisoning Backdoor Attacks from a Statistical Perspective

Authors: Ganghua Wang, Xun Xian, Jayanth Srinivasa, Ashish Kundu, Xuan Bi, Mingyi Hong, Jie Ding | Published: 2023-10-16 | Updated: 2023-10-18
2023.10.16 2025.04.03
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