Model Communication

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

Anomaly Detection via Federated Learning

Authors: Marc Vucovich, Amogh Tarcar, Penjo Rebelo, Narendra Gade, Ruchi Porwal, Abdul Rahman, Christopher Redino, Kevin Choi, Dhruv Nandakumar, Robert Schiller, Edward Bowen, Alex West, Sanmitra Bhattacharya, Balaji Veeramani | Published: 2022-10-12
Model Communication
Intrusion Detection System
Performance Evaluation Metrics

FGAN: Federated Generative Adversarial Networks for Anomaly Detection in Network Traffic

Authors: Sankha Das | Published: 2022-03-21
Model Communication
Intrusion Detection System
Generative Adversarial Network

An Experiment Study on Federated LearningTestbed

Authors: Cheng Shen, Wanli Xue | Published: 2021-03-19
Privacy Risk Management
Model Communication
Communication Efficiency

Ownership preserving AI Market Places using Blockchain

Authors: Nishant Baranwal Somy, Kalapriya Kannan, Vijay Arya, Sandeep Hans, Abhishek Singh, Pranay Lohia, Sameep Mehta | Published: 2020-01-18
Cloud Computing
Privacy Enhancing Technology
Model Communication

DeepQuarantine for Suspicious Mail

Authors: Nikita Benkovich, Roman Dedenok, Dmitry Golubev | Published: 2020-01-13
Cloud Computing
Spam Classification Model
Model Communication

Model Weight Theft With Just Noise Inputs: The Curious Case of the Petulant Attacker

Authors: Nicholas Roberts, Vinay Uday Prabhu, Matthew McAteer | Published: 2019-12-19
Data Generation
Model Design
Model Communication

Privacy-Preserving Blockchain Based Federated Learning with Differential Data Sharing

Authors: Anudit Nagar | Published: 2019-12-10
Privacy Protection
Blockchain Technology
Model Communication