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
2023.10.30 2025.04.03
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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
2023.10.29 2025.04.03
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Poisoning Retrieval Corpora by Injecting Adversarial Passages

Authors: Zexuan Zhong, Ziqing Huang, Alexander Wettig, Danqi Chen | Published: 2023-10-29
2023.10.29 2025.04.03
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Label Poisoning is All You Need

Authors: Rishi D. Jha, Jonathan Hayase, Sewoong Oh | Published: 2023-10-29
2023.10.29 2025.04.03
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Temperature Monitoring of Agricultural Areas in a Secure Data Room

Authors: Thomas Ederer, Martin Ivancsits, Igor Ivkić | Published: 2023-10-27
2023.10.27 2025.04.03
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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
2023.10.26 2025.04.03
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Instability of computer vision models is a necessary result of the task itself

Authors: Oliver Turnbull, George Cevora | Published: 2023-10-26
2023.10.26 2025.04.03
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A Method for Network Intrusion Detection Using Flow Sequence and BERT Framework

Authors: Loc Gia Nguyen, Kohei Watabe | Published: 2023-10-26
2023.10.26 2025.04.03
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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
2023.10.25 2025.04.03
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Detecting Pretraining Data from Large Language Models

Authors: Weijia Shi, Anirudh Ajith, Mengzhou Xia, Yangsibo Huang, Daogao Liu, Terra Blevins, Danqi Chen, Luke Zettlemoyer | Published: 2023-10-25 | Updated: 2024-03-09
2023.10.25 2025.04.03
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