Anomaly Detection Algorithm

Interpretable Anomaly Detection in Encrypted Traffic Using SHAP with Machine Learning Models

Authors: Kalindi Singh, Aayush Kashyap, Aswani Kumar Cherukuri | Published: 2025-05-22
Model Inversion
Anomaly Detection Algorithm
loss of Interpretability
2025.05.22 2025.05.28
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Anomaly Detection using Principles of Human Perception

Authors: Nassir Mohammad | Published: 2021-03-23 | Updated: 2022-05-13
Data Extraction and Analysis
Anomaly Detection Algorithm
Statistical Methods
2021.03.23 2025.05.28
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Review: Deep Learning Methods for Cybersecurity and Intrusion Detection Systems

Authors: Mayra Macas, Chunming Wu | Published: 2020-12-04
Machine Learning
Deep Learning
Anomaly Detection Algorithm
2020.12.04 2025.05.28
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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
Adversarial attack
Selection and Evaluation of Optimization Algorithms
Anomaly Detection Algorithm
2020.04.22 2025.05.28
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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
Sensor Information Management
Performance Evaluation Metrics
Anomaly Detection Algorithm
2019.10.22 2025.05.28
Literature Database

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
Dataset Analysis
Model Evaluation
Anomaly Detection Algorithm
2019.05.28 2025.05.28
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Process Monitoring on Sequences of System Call Count Vectors

Authors: Michael Dymshits, Ben Myara, David Tolpin | Published: 2017-07-12
Data Collection
Machine Learning Application
Anomaly Detection Algorithm
2017.07.12 2025.05.28
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6thSense: A Context-aware Sensor-based Attack Detector for Smart Devices

Authors: Amit Kumar Sikder, Hidayet Aksu, A. Selcuk Uluagac | Published: 2017-06-30
Data Collection
User Behavior Analysis
Anomaly Detection Algorithm
2017.06.30 2025.05.28
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Analysis of Anomalies in the Internet Traffic Observed at the Campus Network Gateway

Authors: Veronica del Carmen Estrada | Published: 2017-06-10
TCP Session Management
Data Collection
Anomaly Detection Algorithm
2017.06.10 2025.05.28
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