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
- Code for Paper : Efficient-CNN-BiLSTM-for-Network-IDS☆125Oct 25, 2022Updated 3 years ago
- Journal Article: Telematics and Informatics Reports☆14Jun 18, 2023Updated 2 years ago
- ☆104Nov 25, 2023Updated 2 years ago
- Application of novel EC-GAN method on Network Intrusion Detection☆25Dec 24, 2021Updated 4 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Code for intrusion detection system (IDS) development using CNN models and transfer learning☆207Apr 20, 2026Updated last month
- Code for IDS-ML: intrusion detection system development using machine learning algorithms (Decision tree, random forest, extra trees, XGB…☆592Apr 1, 2026Updated 2 months ago
- 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
- ☆11Dec 16, 2021Updated 4 years ago
- 论文:A Deep Hierarchical Network for Packet-Level Malicious Traffic Detection的源代码☆33Apr 8, 2022Updated 4 years ago
- 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 2 years ago
- Integrating CNN-LSTM Networks with Statistical Filtering Techniques for Optimizing IoT Intrusion Detection☆15Aug 28, 2024Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- 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
- Intrusion Detection System using Deep Reinforcement Learning and Generative Adversarial Networks☆51Sep 20, 2024Updated last year
- 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
- 西湖论剑AI大数据安全分析赛 加密恶意流量检测赛道初赛第一名，决赛第二名方案☆22Mar 30, 2021Updated 5 years ago
- ☆16Feb 26, 2025Updated last year
- Network Intrusion Detection based on various machine learning and deep learning algorithms using UNSW-NB15 Dataset☆205Sep 8, 2021Updated 4 years ago
- GNN4ID: A Toolset for Crafting Graph Neural Network-Based NIDS Datasets☆32Feb 23, 2026Updated 3 months ago
- This repository includes code for the paper "Towards Autonomous Cybersecurity: An Intelligent AutoML Framework for Autonomous Intrusion D…☆33Nov 8, 2024Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- IDS abnormal traffic detection tensorflow☆44Jul 25, 2019Updated 6 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
- Intrusion Detection System - IDS example using Dense, Conv1d and Lstm layers in Keras / TensorFlow☆26Apr 28, 2023Updated 3 years ago
- CNN网络入侵检测☆58Apr 12, 2024Updated 2 years ago
- 基于神经网络的流量异常检测☆152Jul 28, 2020Updated 5 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
- Code for paper: Contrastive Learning Enhanced Intrusion Detection☆18Apr 18, 2023Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- 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☆13Dec 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…☆131Oct 19, 2023Updated 2 years ago
- A Novel Statistical Analysis and Autoencoder Driven Intelligent Intrusion Detection Approach☆150Oct 12, 2021Updated 4 years ago
- Codes for the paper entitled "Optimization of Predictive Performance of Intrusion Detection System Using Hybrid Ensemble Model for Secure…☆16May 29, 2023Updated 3 years ago