Network Intrusion Detection

This cluster covers techniques and systems designed to detect and prevent unauthorized access to network infrastructures. It evaluates various anomaly detection models and data characterization methods to enhance cybersecurity.

Network Security
Intrusion Detection
Anomaly Detection
Cybersecurity
Data Processing

47,662 papers

Parent topic: Intelligent Systems and Learning

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Papers Over Time

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Top Papers

Anomaly Detection

2009 · 7,428 citations

Toward Generating A New Intrusion Detection Dataset And Intrusion Traffic Characterization

2018 · 2,058 citations

An Intrusion-Detection Model

1987 · 1,999 citations

UNSW-NB15: A Comprehensive Data Set For Network Intrusion Detection Systems (UNSW-NB15 Network Data Set)

2015 · 1,909 citations

A Survey Of Data Mining And Machine Learning Methods For Cyber Security Intrusion Detection

2016 · 1,883 citations

Deep Learning For Anomaly Detection

2022 · 1,406 citations

Bro: A System For Detecting Network Intruders In Real-Time

1999 · 1,345 citations

Isolation-Based Anomaly Detection

2012 · 1,271 citations

A Deep Learning Approach For Intrusion Detection Using Recurrent Neural Networks

2017 · 1,257 citations

Anomaly-based Network Intrusion Detection: Techniques, Systems And Challenges

2009 · 1,219 citations

A Survey Of Techniques For Internet Traffic Classification Using Machine Learning

2008 · 1,143 citations

Deep Learning Approach For Intelligent Intrusion Detection System

2019 · 1,110 citations

A Deep Learning Approach To Network Intrusion Detection

2018 · 1,059 citations

Towards The Development Of Realistic Botnet Dataset In The Internet Of Things For Network Forensic Analytics: Bot-IoT Dataset

2019 · 1,056 citations

Memorizing Normality To Detect Anomaly: Memory-Augmented Deep Autoencoder For Unsupervised Anomaly Detection

2019 · 1,043 citations

Survey Of Intrusion Detection Systems: Techniques, Datasets And Challenges

2019 · 1,018 citations

Intrusion Detection System: A Comprehensive Review

2013 · 1,014 citations

A Survey Of Network Anomaly Detection Techniques

2016 · 1,006 citations

An Overview Of Anomaly Detection Techniques: Existing Solutions And Latest Technological Trends

2007 · 983 citations

N-BaIoT—Network-Based Detection Of IoT Botnet Attacks Using Deep Autoencoders

2018 · 965 citations