異常検知アルゴリズム

Anomaly Detection using Principles of Human Perception

Authors: Nassir Mohammad | Published: 2021-03-23 | Updated: 2022-05-13
データ抽出と分析
異常検知アルゴリズム
統計的手法

Review: Deep Learning Methods for Cybersecurity and Intrusion Detection Systems

Authors: Mayra Macas, Chunming Wu | Published: 2020-12-04
機械学習
深層学習
異常検知アルゴリズム

Discovering Imperfectly Observable Adversarial Actions using Anomaly Detection

Authors: Olga Petrova, Karel Durkota, Galina Alperovich, Karel Horak, Michal Najman, Branislav Bosansky, Viliam Lisy | Published: 2020-04-22
敵対的攻撃
最適化アルゴリズムの選択と評価
異常検知アルゴリズム

A Context-aware Framework for Detecting Sensor-based Threats on Smart Devices

Authors: Amit Kumar Sikder, Hidayet Aksu, A. Selcuk Uluagac | Published: 2019-10-22
センサー情報管理
性能評価指標
異常検知アルゴリズム

Evaluation of Machine Learning-based Anomaly Detection Algorithms on an Industrial Modbus/TCP Data Set

Authors: Simon Duque Anton, Suneetha Kanoor, Daniel Fraunholz, Hans Dieter Schotten | Published: 2019-05-28
データセット分析
モデル評価
異常検知アルゴリズム

Process Monitoring on Sequences of System Call Count Vectors

Authors: Michael Dymshits, Ben Myara, David Tolpin | Published: 2017-07-12
データ収集
機械学習の応用
異常検知アルゴリズム

6thSense: A Context-aware Sensor-based Attack Detector for Smart Devices

Authors: Amit Kumar Sikder, Hidayet Aksu, A. Selcuk Uluagac | Published: 2017-06-30
データ収集
ユーザー行動分析
異常検知アルゴリズム

Analysis of Anomalies in the Internet Traffic Observed at the Campus Network Gateway

Authors: Veronica del Carmen Estrada | Published: 2017-06-10
TCPセッション管理
データ収集
異常検知アルゴリズム