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Search results for anomaly intrusion detection

intrusion-detection x

9 search results found

Streaming Anomaly Detection Framework in Python (Outlier Detection for Streaming Data)

Anomaly Detection on Time-Evolving Streams in Real-time. Detecting intrusions (DoS and DDoS attacks), frauds, fake rating anomalies.

Cyber Security ⭐ 89

Machine Learning for Network Intrusion Detection & Misc Cyber Security Utilities

Logdata Anomaly Miner ⭐ 53

This tool parses log data and allows to define analysis pipelines for anomaly detection. It was designed to run the analysis with limited resources and lowest possible permissions to make it suitable for production server use.

Zeek_anomaly_detector ⭐ 51

A completely automated anomaly detector Zeek network flows files (conn.log).

Oneclasssvm ⭐ 9

A one class svm implementation to detect the anomalies in network.

AEIDS is a prototype of anomaly-based intrusion detection system which works by remembering the pattern of legitimate network traffic using Autoencoder.

A Scalable Anomaly Detection System ⭐ 7

STAT W4240 Data Mining Project - Applying Data Mining for Intrusion Detection

Sparkstreaming Network Anomaly Detection ⭐ 5

This repository includes supervised and unsupervised machine learning methods which are used to detect anomalies on network datasets. Decision Tree, Random Forest, Gradient Boost Tree, Naive Bayes, and Logistic Regression were used for supervised learning. K-Means was used for unsupervised learning.

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1-9 of 9 search results

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