機械学習技術

Credit card fraud detection – Classifier selection strategy

Authors: Gayan K. Kulatilleke | Published: 2022-08-25
不正取引
機械学習
機械学習技術

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
ポイズニング
分散学習の効率
機械学習技術

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
トレーニングプロトコル
攻撃検出
機械学習技術

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
フィッシング攻撃
フィッシング攻撃の検出率
機械学習技術

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
サイバーセキュリティ
攻撃手法
機械学習技術

Survey on the Convergence of Machine Learning and Blockchain

Authors: Shengwen Ding, Chenhui Hu | Published: 2022-01-04 | Updated: 2022-06-28
ブロックチェーン技術
メンバーシップ推論
機械学習技術

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
データ収集
機械学習技術
評価手法

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
アクセス制御
プライバシーリスク管理
機械学習技術

Secure Routine: A Routine-Based Algorithm for Drivers Identification

Authors: Davide Micale, Gianpiero Costantino, Ilaria Matteucci, Giuseppe Patanè, Giampaolo Bella | Published: 2021-12-12
機械学習アルゴリズム
機械学習技術
特徴抽出手法

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
ブロックチェーン技術
機械学習技術
連合学習