Darknet Traffic Analysis A Systematic Literature Review
Authors: Javeriah Saleem, Rafiqul Islam, Zahidul Islam | Published: 2023-11-27
Using Decentralized Aggregation for Federated Learning with Differential Privacy
Authors: Hadeel Abd El-Kareem, Abd El-Moaty Saleh, Ana Fernández-Vilas, Manuel Fernández-Veiga, asser El-Sonbaty | Published: 2023-11-27
Rethinking Privacy in Machine Learning Pipelines from an Information Flow Control Perspective
Authors: Lukas Wutschitz, Boris Köpf, Andrew Paverd, Saravan Rajmohan, Ahmed Salem, Shruti Tople, Santiago Zanella-Béguelin, Menglin Xia, Victor Rühle | Published: 2023-11-27
Automated discovery of trade-off between utility, privacy and fairness in machine learning models
Authors: Bogdan Ficiu, Neil D. Lawrence, Andrei Paleyes | Published: 2023-11-27
Secure and Verifiable Data Collaboration with Low-Cost Zero-Knowledge Proofs
Authors: Yizheng Zhu, Yuncheng Wu, Zhaojing Luo, Beng Chin Ooi, Xiaokui Xiao | Published: 2023-11-26
Exploiting Large Language Models (LLMs) through Deception Techniques and Persuasion Principles
Authors: Sonali Singh, Faranak Abri, Akbar Siami Namin | Published: 2023-11-24
Continuous Authentication Using Mouse Clickstream Data Analysis
Authors: Sultan Almalki, Prosenjit Chatterjee, Kaushik Roy | Published: 2023-11-23
Privacy-Preserving Algorithmic Recourse
Authors: Sikha Pentyala, Shubham Sharma, Sanjay Kariyappa, Freddy Lecue, Daniele Magazzeni | Published: 2023-11-23
A Blockchain Solution for Collaborative Machine Learning over IoT
Authors: Carlos Beis-Penedo, Francisco Troncoso-Pastoriza, Rebeca P. Díaz-Redondo, Ana Fernández-Vilas, Manuel Fernández-Veiga, Martín González Soto | Published: 2023-11-23
DPSUR: Accelerating Differentially Private Stochastic Gradient Descent Using Selective Update and Release
Authors: Jie Fu, Qingqing Ye, Haibo Hu, Zhili Chen, Lulu Wang, Kuncan Wang, Xun Ran | Published: 2023-11-23 | Updated: 2023-11-29