Anomaly Detection on Time-Evolving Streams in Real-time. Detecting intrusions (DoS and DDoS attacks), frauds, fake rating anomalies.
☆120Jan 10, 2024Updated 2 years ago
Alternatives and similar repositories for MStream
Users that are interested in MStream are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- MemStream: Memory-Based Streaming Anomaly Detection☆92Jan 10, 2024Updated 2 years ago
- Sketch-Based Anomaly Detection in Streaming Graphs☆87Aug 20, 2024Updated last year
- Anomaly Detection on Dynamic (time-evolving) Graphs in Real-time and Streaming manner. Detecting intrusions (DoS and DDoS attacks), fraud…☆777Jan 10, 2024Updated 2 years ago
- Protocol-Based Deep Intrusion Detection for DoS and DDoS Attacks Using UNSW-NB15 and Bot-IoT Data-Sets☆23May 13, 2022Updated 3 years ago
- ☆18Jan 12, 2021Updated 5 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.
- Adversarial Generation of Extreme Samples☆79Jan 10, 2024Updated 2 years ago
- Python implementation of MIDAS: Microcluster-Based Detector of Anomalies in Edge Streams☆38Jun 22, 2022Updated 3 years ago
- ☆54Nov 11, 2021Updated 4 years ago
- SedanSpot: Detecting Anomalies in Edge Streams☆25Sep 11, 2018Updated 7 years ago
- P4DDLe: Introducing Packet-Level Analysis in Programmable Data Planes to Advance Network Intrusion Detection☆21Oct 7, 2024Updated last year
- A Practical, Lightweight Deep Learning Solution for DDoS Attack Detection☆158Dec 5, 2023Updated 2 years ago
- DenseAlert: Incremental Dense-SubTensor Detection in Tensor Streams (KDD'17)☆19Oct 30, 2024Updated last year
- Point-to-Hyperplane NNS Beyond the Unit Hypersphere (SIGMOD 2021)☆13Sep 5, 2021Updated 4 years ago
- GNN4ID: A Toolset for Crafting Graph Neural Network-Based NIDS Datasets☆31Feb 23, 2026Updated 2 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- UnsupervisedPapers.com is an open-source directory of papers on unsupervised machine learning and related topics with links to resources …☆10Dec 26, 2020Updated 5 years ago
- ☆15Sep 15, 2021Updated 4 years ago
- Implementation of Robust Transformer Based Intrusion Detection, based on the Paper by Wu et. Al☆28Sep 10, 2024Updated last year
- ☆18Jun 16, 2023Updated 2 years ago
- ☆10Mar 11, 2023Updated 3 years ago
- Implement a VAE to learn a reduced state space representation from the NSL-KDD dataset, capturing essential features of normal network t…☆14Feb 15, 2024Updated 2 years ago
- Contact: Alexander Hartl, Maximilian Bachl, Fares Meghdouri. Explainability methods and Adversarial Robustness metrics for RNNs for Intru…☆19Mar 16, 2021Updated 5 years ago
- Improving Transferability of Network Intrusion Detection in a Federated Learning Setup☆14Dec 23, 2023Updated 2 years ago
- IDS abnormal traffic detection tensorflow☆44Jul 25, 2019Updated 6 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- The source code for BUTTERFLY COUNTING IN BIPARTITE NETWORKS☆12May 29, 2019Updated 6 years ago
- This is a simple DNN based application for an IDS based on the CICIDS2017 dataset☆39Aug 8, 2020Updated 5 years ago
- Code to study the generalisability of benchmark models on non-stationary EHRs.☆15Aug 7, 2019Updated 6 years ago
- [TNNLS 2024] Improving Semi-supervised Anomaly Detection with Pseudo-anomaly Generation☆19Jul 2, 2024Updated last year
- Euclid: A Fully In-Network, P4-based Approach for Real-Time DDoS Attack Detection and Mitigation☆13Nov 22, 2021Updated 4 years ago
- Code to accompany "Weightless Neural Networks for Efficient Edge Inference", PACT 2022☆22Nov 15, 2022Updated 3 years ago
- An online learning method used to address concept drift and model drift. Code for the paper entitled "A Lightweight Concept Drift Detecti…☆55Jan 20, 2024Updated 2 years ago
- Encrypted Traffic classification☆17Jan 5, 2020Updated 6 years ago
- Unsupervised Online Video Object Segmentation with Motion Property Understanding☆23Sep 4, 2019Updated 6 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- ☆40Mar 11, 2020Updated 6 years ago
- This repository contains the code for data investigation, and the link to the multi-source distributed system dataset. This repository is…☆24Nov 17, 2020Updated 5 years ago
- ☆15Mar 24, 2023Updated 3 years ago
- The pytorch implementation of E-GraphSAGE and E-ResGAT, two solutions for intrusion detection.☆78Oct 11, 2021Updated 4 years ago
- 基于IDS 2018数据集使用LightGBM和XGBoost实现DDoS流量分类 sFlow RT&Mininet流量采集与分类 杭电综合项目实践☆30Dec 25, 2020Updated 5 years ago
- Software relating to relational empirical risk minimization☆16Jun 12, 2021Updated 4 years ago
- Machine Learning for Network Intrusion Detection & Misc Cyber Security Utilities☆225Apr 25, 2024Updated 2 years ago