An advanced data fabric architecture leveraging homomorphic encryption and federated learning

Authors: Sakib Anwar Rieyan, Md. Raisul Kabir News, A. B. M. Muntasir Rahman, Sadia Afrin Khan, Sultan Tasneem Jawad Zaarif, Md. Golam Rabiul Alam, Mohammad Mehedi Hassan, Michele Ianni, Giancarlo Fortino | Published: 2024-02-15
2024.02.15 2025.04.03
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AbuseGPT: Abuse of Generative AI ChatBots to Create Smishing Campaigns

Authors: Ashfak Md Shibli, Mir Mehedi A. Pritom, Maanak Gupta | Published: 2024-02-15
2024.02.15 2025.04.03
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DPBalance: Efficient and Fair Privacy Budget Scheduling for Federated Learning as a Service

Authors: Yu Liu, Zibo Wang, Yifei Zhu, Chen Chen | Published: 2024-02-15
2024.02.15 2025.04.03
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PAL: Proxy-Guided Black-Box Attack on Large Language Models

Authors: Chawin Sitawarin, Norman Mu, David Wagner, Alexandre Araujo | Published: 2024-02-15
2024.02.15 2025.04.03
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Why Does Differential Privacy with Large Epsilon Defend Against Practical Membership Inference Attacks?

Authors: Andrew Lowy, Zhuohang Li, Jing Liu, Toshiaki Koike-Akino, Kieran Parsons, Ye Wang | Published: 2024-02-14
2024.02.14 2025.04.03
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Auditing Private Prediction

Authors: Karan Chadha, Matthew Jagielski, Nicolas Papernot, Christopher Choquette-Choo, Milad Nasr | Published: 2024-02-14
2024.02.14 2025.04.03
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Copyright Traps for Large Language Models

Authors: Matthieu Meeus, Igor Shilov, Manuel Faysse, Yves-Alexandre de Montjoye | Published: 2024-02-14 | Updated: 2024-06-04
2024.02.14 2025.04.03
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FedSiKD: Clients Similarity and Knowledge Distillation: Addressing Non-i.i.d. and Constraints in Federated Learning

Authors: Yousef Alsenani, Rahul Mishra, Khaled R. Ahmed, Atta Ur Rahman | Published: 2024-02-14
2024.02.14 2025.04.03
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I can’t see it but I can Fine-tune it: On Encrypted Fine-tuning of Transformers using Fully Homomorphic Encryption

Authors: Prajwal Panzade, Daniel Takabi, Zhipeng Cai | Published: 2024-02-14
2024.02.14 2025.04.03
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Detecting Adversarial Spectrum Attacks via Distance to Decision Boundary Statistics

Authors: Wenwei Zhao, Xiaowen Li, Shangqing Zhao, Jie Xu, Yao Liu, Zhuo Lu | Published: 2024-02-14
2024.02.14 2025.04.03
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