Utilizing Deep Learning for Enhancing Network Resilience in Finance
Authors: Yulu Gong, Mengran Zhu, Shuning Huo, Yafei Xiang, Hanyi Yu | Published: 2024-02-15 | Updated: 2024-02-18
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
AbuseGPT: Abuse of Generative AI ChatBots to Create Smishing Campaigns
Authors: Ashfak Md Shibli, Mir Mehedi A. Pritom, Maanak Gupta | Published: 2024-02-15
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
PAL: Proxy-Guided Black-Box Attack on Large Language Models
Authors: Chawin Sitawarin, Norman Mu, David Wagner, Alexandre Araujo | Published: 2024-02-15
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
Auditing Private Prediction
Authors: Karan Chadha, Matthew Jagielski, Nicolas Papernot, Christopher Choquette-Choo, Milad Nasr | Published: 2024-02-14
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
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
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