Machine Learning in Cybersecurity
☆92May 23, 2025Updated last year
Alternatives and similar repositories for ml-cybersecurity
Users that are interested in ml-cybersecurity are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Distributed intelligent malicious traffic detection system based on GAN☆18Apr 8, 2020Updated 6 years ago
- An Intrusion Detection System based on Deep Belief Networks☆93Oct 27, 2022Updated 3 years ago
- Code for Paper : Efficient-CNN-BiLSTM-for-Network-IDS☆124Oct 25, 2022Updated 3 years ago
- Journal Article: Telematics and Informatics Reports☆14Jun 18, 2023Updated 2 years ago
- Thesis research on enhancing Network Intrusion Detection System (NIDS) explainability using Transformers.☆18Sep 11, 2023Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Repository for IEEE CCNC'21 paper titled "Edge-Detect: Edge-centric Network Intrusion Detection using Deep Neural Network".☆48Jul 15, 2023Updated 2 years ago
- ☆104Nov 25, 2023Updated 2 years ago
- Network Intrusion Detection using GNN☆29Feb 13, 2025Updated last year
- Application of novel EC-GAN method on Network Intrusion Detection☆25Dec 24, 2021Updated 4 years ago
- Code for IDS-ML: intrusion detection system development using machine learning algorithms (Decision tree, random forest, extra trees, XGB…☆589Apr 1, 2026Updated last month
- A generative deep learning model based on GAN architecture was implemented to generate synthetic network data (benign and malicious) alik…☆10Oct 23, 2021Updated 4 years ago
- FedMSE: Semi-supervised federated learning approach for IoT network intrusion detection☆25Apr 1, 2025Updated last year
- ☆15Jan 20, 2023Updated 3 years ago
- ☆11Dec 16, 2021Updated 4 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Next–Generation Intrusion Detection for IoT EVCS: Integrating CNN, LSTM, and GRU Models☆18Feb 19, 2025Updated last year
- A thesis submitted for the degree of Master of Science in Computer Networks and Security☆240Nov 16, 2022Updated 3 years ago
- NEGSC☆48May 30, 2024Updated last year
- Integrating CNN-LSTM Networks with Statistical Filtering Techniques for Optimizing IoT Intrusion Detection☆15Aug 28, 2024Updated last year
- Autoencoder based intrusion detection system trained and tested with the CICIDS2017 data set.☆42Jun 15, 2020Updated 5 years ago
- GAN / AUTOENCODER for network intrusion detection using NSL-KDD dataset: https://www.kaggle.com/datasets/hassan06/nslkdd☆19Apr 25, 2023Updated 3 years ago
- 基于图挖掘的网络异常检测系统的研究与实现☆11Sep 24, 2018Updated 7 years ago
- ☆16Feb 26, 2025Updated last year
- Network Intrusion Detection based on various machine learning and deep learning algorithms using UNSW-NB15 Dataset☆206Sep 8, 2021Updated 4 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- CICIDS2017 dataset☆71Jan 4, 2022Updated 4 years ago
- ⼀个有潜⼒的⽹络⼊侵检测算法,引⼊了乘法注意⼒机制将其融合到 CNN 的分类模型中,在KDD99和UNSM-NB15数据集进行模型的训练结果优于一般机器学习方法和CNN。A promising network intrusion detection algorithm is…☆13Mar 5, 2024Updated 2 years ago
- Hyperparameter Optimization for 1D-CNN-Based Network Intrusion Detection Using GA and PSO☆17Feb 19, 2025Updated last year
- Official repository for the paper "Problem space structural adversarial attacks for Network Intrusion Detection Systems based on Graph Ne…☆15Jul 31, 2024Updated last year
- 2020 西湖论剑恶意流量检测实现代码☆12Dec 20, 2022Updated 3 years ago
- 基于Vue2+Django+LogisticRegressionCV,KDD-CUP99的网络入侵检测☆14Apr 6, 2022Updated 4 years ago
- ☆19Jan 2, 2025Updated last year
- Intrusion Detection System - IDS example using Dense, Conv1d and Lstm layers in Keras / TensorFlow☆25Apr 28, 2023Updated 3 years ago
- PyTorch implementation of the paper "Privacy-preserving Few-shot Traffic Detection against Advanced Persistent Threats via Federated Meta…☆22Dec 14, 2023Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Code for paper: Contrastive Learning Enhanced Intrusion Detection☆18Apr 18, 2023Updated 3 years ago
- Federated Learning in Network Intrusion Detection☆14Feb 22, 2023Updated 3 years ago
- Download UNSW-NB15 and CIC-IDS2017 Datasets for Network Intrusion Detection (NIDS)☆32Aug 2, 2023Updated 2 years ago
- Improving Transferability of Network Intrusion Detection in a Federated Learning Setup☆14Dec 23, 2023Updated 2 years ago
- Dataset from Linux Raspian VMs and devices with auditd logs capturing various container escape and attacks.☆15Jul 30, 2022Updated 3 years ago
- This repository contains an in-depth analysis of the Intrusion Detection Evaluation Dataset (CIC-IDS2017) for Intrusion Detection, showca…☆133Oct 19, 2023Updated 2 years ago
- A Novel Statistical Analysis and Autoencoder Driven Intelligent Intrusion Detection Approach☆150Oct 12, 2021Updated 4 years ago