Label-Only Model Inversion Attacks via Knowledge Transfer
Authors: Ngoc-Bao Nguyen, Keshigeyan Chandrasegaran, Milad Abdollahzadeh, Ngai-Man Cheung | Published: 2023-10-30
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Assessment of Differentially Private Synthetic Data for Utility and Fairness in End-to-End Machine Learning Pipelines for Tabular Data
Authors: Mayana Pereira, Meghana Kshirsagar, Sumit Mukherjee, Rahul Dodhia, Juan Lavista Ferres, Rafael de Sousa | Published: 2023-10-30
From Chatbots to PhishBots? — Preventing Phishing scams created using ChatGPT, Google Bard and Claude
Authors: Sayak Saha Roy, Poojitha Thota, Krishna Vamsi Naragam, Shirin Nilizadeh | Published: 2023-10-29 | Updated: 2024-03-10
Poisoning Retrieval Corpora by Injecting Adversarial Passages
Authors: Zexuan Zhong, Ziqing Huang, Alexander Wettig, Danqi Chen | Published: 2023-10-29
Label Poisoning is All You Need
Authors: Rishi D. Jha, Jonathan Hayase, Sewoong Oh | Published: 2023-10-29
Temperature Monitoring of Agricultural Areas in a Secure Data Room
Authors: Thomas Ederer, Martin Ivancsits, Igor Ivkić | Published: 2023-10-27
PubDef: Defending Against Transfer Attacks From Public Models
Authors: Chawin Sitawarin, Jaewon Chang, David Huang, Wesson Altoyan, David Wagner | Published: 2023-10-26 | Updated: 2024-03-17
Instability of computer vision models is a necessary result of the task itself
Authors: Oliver Turnbull, George Cevora | Published: 2023-10-26
A Method for Network Intrusion Detection Using Flow Sequence and BERT Framework
Authors: Loc Gia Nguyen, Kohei Watabe | Published: 2023-10-26
Privately Aligning Language Models with Reinforcement Learning
Authors: Fan Wu, Huseyin A. Inan, Arturs Backurs, Varun Chandrasekaran, Janardhan Kulkarni, Robert Sim | Published: 2023-10-25 | Updated: 2024-05-03