A machine learning based Intrusion Detection System
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Dec 11, 2019 - Jupyter Notebook
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intrusion-detection-systems
Here are 9 public repositories matching this topic...
This is a five-step framework for the development of intrusion detection systems (IDS) using machine learning (ML) considering model realization, and performance evaluation.
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Dec 30, 2025 - Jupyter Notebook
Network-Based Intrusion Detection System - dev/deploy-ment
cybersecurity ids siem microservices-architecture soc blueteam anomaly-detection monitoring-tools intrusion-detection-systems cicids2017 cybersecurity-project network-intrusion-detection-systems network-behavioral-analysis
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Mar 25, 2025 - Dockerfile
ML-based intrusion detection system with a modern GUI for real-time attack detection, threat visualization, and automated PDF reports.
python security cybersecurity intrusion-detection intrusion-prevention information-security detective cyber-security intrusion-detection-system security-tools intrusion-prevention-system cyber-analytics intrusion-detection-systems cybersecurity-tools
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Feb 22, 2026 - Python
Journal Article: Computers and Electrical Engineering
lightweight deep-learning ids convolutional-neural-networks network-security dcnn intrusion-detection-systems lwids-dcnn lightweight-deep-learning-models
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Oct 31, 2025 - Jupyter Notebook
This repository contains the submitted prototype implementation for a tenant-aware Network Intrusion Detection as a Service (NIDSaaS) pipeline.
python apache-spark random-forest cybersecurity intrusion-detection apache-kafka anomaly-detection intrusion-detection-systems cic-ids-2017
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Apr 28, 2026 - Python
Official PyTorch implementation of ICS-PhysGAN: Generating High-Fidelity Zero-Day Industrial Attacks using Physics-Constrained Adversarial Learning (WGAN-GP) on the SWaT dataset.
pytorch generative-adversarial-networks ics-security anomaly-detection cyber-physical-systems wgan-gp intrusion-detection-systems physics-informed-neural-networks swat-dataset zero-day-attack
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Feb 25, 2026 - Python
A context-aware intrusion detection framework extending Kitsune with adaptive risk assessment, explainable AI, and counterfactual explanations for network security.
python machine-learning research deep-learning traffic-analysis cybersecurity ids intrusion-detection network-security intrusion-detection-system anomaly-detection explainable-ai xai kitsune intrusion-detection-systems explainable-machine-learning cybersecurity-research network-anomaly-detection
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Jul 13, 2026 - Python
This writeup inludes a description of the nature of the competition and the tasks that accompanied my participation in it.
networking communication presentation threat-hunting firewalls server-administration linux-administration intrusion-detection-systems windows-administration cybersecurity-framework security-information-and-event-management-tools cybersecurity-policy cybersecurity-law
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Oct 4, 2024
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