異常検出手法

Detecting Anomalies in Blockchain Transactions using Machine Learning Classifiers and Explainability Analysis

Authors: Mohammad Hasan, Mohammad Shahriar Rahman, Helge Janicke, Iqbal H. Sarker | Published: 2024-01-07
クラス不均衡
モデル性能評価
異常検出手法

Benchmark Evaluation of Anomaly-Based Intrusion Detection Systems in the Context of Smart Grids

Authors: Ömer Sen, Simon Glomb, Martin Henze, Andreas Ulbig | Published: 2023-12-21
モデルの解釈性
異常検出手法
統計的手法

Integration of Digital Twin and Federated Learning for Securing Vehicular Internet of Things

Authors: Deepti Gupta, Shafika Showkat Moni, Ali Saman Tosun | Published: 2023-07-25
異常検出手法
車両ネットワーク
連合学習

CyPhERS: A Cyber-Physical Event Reasoning System providing real-time situational awareness for attack and fault response

Authors: Nils Müller, Kaibin Bao, Jörg Matthes, Kai Heussen | Published: 2023-05-26
CPSの制御モデル
サイバー攻撃
異常検出手法

SHATTER: Control and Defense-Aware Attack Analytics for Activity-Driven Smart Home Systems

Authors: Nur Imtiazul Haque, Maurice Ngouen, Mohammad Ashiqur Rahman, Selcuk Uluagac, Laurent Njilla | Published: 2023-04-27
サイバー攻撃
スケジューリング手法
異常検出手法

Blockchain Large Language Models

Authors: Yu Gai, Liyi Zhou, Kaihua Qin, Dawn Song, Arthur Gervais | Published: 2023-04-25 | Updated: 2023-04-29
メンバーシップ推論
侵入検知システム
異常検出手法

Reconstruction-based LSTM-Autoencoder for Anomaly-based DDoS Attack Detection over Multivariate Time-Series Data

Authors: Yuanyuan Wei, Julian Jang-Jaccard, Fariza Sabrina, Wen Xu, Seyit Camtepe, Aeryn Dunmore | Published: 2023-04-21
DDoS攻撃検出
トレーニングプロトコル
異常検出手法

Detecting Unknown Encrypted Malicious Traffic in Real Time via Flow Interaction Graph Analysis

Authors: Chuanpu Fu, Qi Li, Ke Xu | Published: 2023-01-31
データ収集
暗号化トラフィック検出
異常検出手法

A White-Box Adversarial Attack Against a Digital Twin

Authors: Wilson Patterson, Ivan Fernandez, Subash Neupane, Milan Parmar, Sudip Mittal, Shahram Rahimi | Published: 2022-10-25
サイバー攻撃
敵対的訓練
異常検出手法

GFCL: A GRU-based Federated Continual Learning Framework against Data Poisoning Attacks in IoV

Authors: Anum Talpur, Mohan Gurusamy | Published: 2022-04-23 | Updated: 2022-09-12
データ汚染検出
異常検出手法
車両ネットワークセキュリティ