Machine Learning Technology

Credit card fraud detection – Classifier selection strategy

Authors: Gayan K. Kulatilleke | Published: 2022-08-25
Fraudulent Transaction
Machine Learning
Machine Learning Technology

Fed-FSNet: Mitigating Non-I.I.D. Federated Learning via Fuzzy Synthesizing Network

Authors: Jingcai Guo, Song Guo, Jie Zhang, Ziming Liu | Published: 2022-08-21 | Updated: 2023-04-25
Poisoning
Efficiency of Distributed Learning
Machine Learning Technology

Improving Multilayer-Perceptron(MLP)-based Network Anomaly Detection with Birch Clustering on CICIDS-2017 Dataset

Authors: Yuhua Yin, Julian Jang-Jaccard, Fariza Sabrina, Jin Kwak | Published: 2022-08-20 | Updated: 2022-10-30
Training Protocol
Attack Detection
Machine Learning Technology

Profiler: Profile-Based Model to Detect Phishing Emails

Authors: Mariya Shmalko, Alsharif Abuadbba, Raj Gaire, Tingmin Wu, Hye-Young Paik, Surya Nepal | Published: 2022-08-18
Phishing Attack
Detection Rate of Phishing Attacks
Machine Learning Technology

Deception for Cyber Defence: Challenges and Opportunities

Authors: David Liebowitz, Surya Nepal, Kristen Moore, Cody J. Christopher, Salil S. Kanhere, David Nguyen, Roelien C. Timmer, Michael Longland, Keerth Rathakumar | Published: 2022-08-15
Cybersecurity
Attack Method
Machine Learning Technology

Survey on the Convergence of Machine Learning and Blockchain

Authors: Shengwen Ding, Chenhui Hu | Published: 2022-01-04 | Updated: 2022-06-28
Blockchain Technology
Membership Inference
Machine Learning Technology

Anomaly Detection in Cyber-Physical Systems: Reconstruction of a Prediction Error Feature Space

Authors: Nuno Oliveira, Norberto Sousa, Jorge Oliveira, Isabel Praça | Published: 2021-12-29
Data Collection
Machine Learning Technology
Evaluation Method

Blockchain Meets AI for Resilient and Intelligent Internet of Vehicles

Authors: Pranav Kumar Singh, Sukumar Nandi, Sunit K. Nandi, Uttam Ghosh, Danda B. Rawat | Published: 2021-12-28
Access Control
Privacy Risk Management
Machine Learning Technology

Secure Routine: A Routine-Based Algorithm for Drivers Identification

Authors: Davide Micale, Gianpiero Costantino, Ilaria Matteucci, Giuseppe Patanè, Giampaolo Bella | Published: 2021-12-12
Machine Learning Algorithm
Machine Learning Technology
Feature Extraction Method

Federated Learning using Smart Contracts on Blockchains, based on Reward Driven Approach

Authors: Monik Raj Behera, Sudhir Upadhyay, Suresh Shetty | Published: 2021-07-19 | Updated: 2022-03-26
Blockchain Technology
Machine Learning Technology
Federated Learning