Privacy Protection Method

Quantum Privacy Aggregation of Teacher Ensembles (QPATE) for Privacy-preserving Quantum Machine Learning

Authors: William Watkins, Heehwan Wang, Sangyoon Bae, Huan-Hsin Tseng, Jiook Cha, Samuel Yen-Chi Chen, Shinjae Yoo | Published: 2024-01-15
Privacy Protection Method
Quantum Framework
Quantum Machine Learning
2024.01.15 2025.05.27
Literature Database

Crafter: Facial Feature Crafting against Inversion-based Identity Theft on Deep Models

Authors: Shiming Wang, Zhe Ji, Liyao Xiang, Hao Zhang, Xinbing Wang, Chenghu Zhou, Bo Li | Published: 2024-01-14
Privacy Protection Method
Poisoning
Watermark Evaluation
2024.01.14 2025.05.27
Literature Database

Privacy-Preserving in Blockchain-based Federated Learning Systems

Authors: Sameera K. M., Serena Nicolazzo, Marco Arazzi, Antonino Nocera, Rafidha Rehiman K. A., Vinod P, Mauro Conti | Published: 2024-01-07
Privacy Protection Method
Blockchain Technology
Federated Learning
2024.01.07 2025.05.27
Literature Database

Adaptive Differential Privacy in Federated Learning: A Priority-Based Approach

Authors: Mahtab Talaei, Iman Izadi | Published: 2024-01-04
Privacy Protection
Privacy Protection Method
Federated Learning
2024.01.04 2025.05.27
Literature Database

Locally Differentially Private Embedding Models in Distributed Fraud Prevention Systems

Authors: Iker Perez, Jason Wong, Piotr Skalski, Stuart Burrell, Richard Mortier, Derek McAuley, David Sutton | Published: 2024-01-03
Privacy Protection
Privacy Protection Method
Fraudulent Transaction
2024.01.03 2025.05.27
Literature Database

PPBFL: A Privacy Protected Blockchain-based Federated Learning Model

Authors: Yang Li, Chunhe Xia, Wanshuang Lin, Tianbo Wang | Published: 2024-01-02 | Updated: 2024-01-08
Privacy Protection Method
Model Communication
Federated Learning
2024.01.02 2025.05.27
Literature Database

Facebook Report on Privacy of fNIRS data

Authors: Md Imran Hossen, Sai Venkatesh Chilukoti, Liqun Shan, Vijay Srinivas Tida, Xiali Hei | Published: 2024-01-01
Privacy Protection Method
Model Performance Evaluation
Federated Learning
2024.01.01 2025.05.27
Literature Database

Privacy-Preserving Data in IoT-based Cloud Systems: A Comprehensive Survey with AI Integration

Authors: D. Dhinakaran, S. M. Udhaya Sankar, D. Selvaraj, S. Edwin Raja | Published: 2024-01-01
Watermarking
Privacy Protection Method
Federated Learning
2024.01.01 2025.05.27
Literature Database

Improving the Privacy and Practicality of Objective Perturbation for Differentially Private Linear Learners

Authors: Rachel Redberg, Antti Koskela, Yu-Xiang Wang | Published: 2023-12-31
Hyperparameter Tuning
Privacy Protection Method
Watermark Evaluation
2023.12.31 2025.05.27
Literature Database

Differentially Private Low-Rank Adaptation of Large Language Model Using Federated Learning

Authors: Xiao-Yang Liu, Rongyi Zhu, Daochen Zha, Jiechao Gao, Shan Zhong, Matt White, Meikang Qiu | Published: 2023-12-29 | Updated: 2024-06-02
Privacy Protection Method
Model Performance Evaluation
Federated Learning
2023.12.29 2025.05.27
Literature Database
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