Anomaly Detection on Time-Evolving Streams in Real-time. Detecting intrusions (DoS and DDoS attacks), frauds, fake rating anomalies.
☆121Jan 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
Sorting:
- Sketch-Based Anomaly Detection in Streaming Graphs☆87Aug 20, 2024Updated last year
- 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
- 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
- An Intrusion Detection System based on Deep Belief Networks☆92Oct 27, 2022Updated 3 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
- PyTorch implementation of "A Simple Baseline for Low-Budget Active Learning".☆14Dec 22, 2021Updated 4 years ago
- Effective Abstract Reasoning with Dual-Contrast Network☆11Jun 25, 2021Updated 4 years ago
- Deep Reinforcement One-Shot Learning Framework for Artificially Intelligent Classification Systems☆36Apr 30, 2020Updated 5 years ago
- DenseAlert: Incremental Dense-SubTensor Detection in Tensor Streams (KDD'17)☆19Oct 30, 2024Updated last year
- ☆13May 3, 2021Updated 4 years ago
- 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
- Massive Sparse Data Clustering Based on Frequent Items (SIGMOD 2023) (CPU version)☆12Sep 13, 2023Updated 2 years ago
- Long-Tail Hashing (Learning to hash from more realistic long-tail datasets), SIGIR 2021, CCF A类.☆16Jul 20, 2021Updated 4 years ago
- Implementation of Robust Transformer Based Intrusion Detection, based on the Paper by Wu et. Al☆27Sep 10, 2024Updated last year
- ☆18Jun 16, 2023Updated 2 years ago
- This is the repo of the research paper, "Evaluating Shallow and Deep Neural Networks for Network Intrusion Detection Systems in Cyber Sec…☆295Dec 22, 2023Updated 2 years ago
- Official repository for the paper "Problem space structural adversarial attacks for Network Intrusion Detection Systems based on Graph Ne…☆15Jul 31, 2024Updated last year
- Anomaly Detection in Dynamic Graphs☆32Nov 1, 2023Updated 2 years ago
- [CIKM'23] Time-aware Graph Structure Learning via Sequence Prediction on Temporal Graphs☆21Aug 9, 2023Updated 2 years ago
- Query-Aware LSH for Approximate NNS (In-Memory Version of QALSH)☆16Jul 9, 2021Updated 4 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☆13Dec 23, 2023Updated 2 years ago
- IDS abnormal traffic detection tensorflow☆44Jul 25, 2019Updated 6 years ago
- Code for the paper "Anomaly-Based Intrusion Detection in IIoT Networks Using Transformer Models"☆36Mar 3, 2023Updated 3 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.☆14Aug 7, 2019Updated 6 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
- web安全机器学习入门☆13Jan 9, 2019Updated 7 years ago
- ☆40Mar 11, 2020Updated 6 years ago
- The pytorch implementation of E-GraphSAGE and E-ResGAT, two solutions for intrusion detection.☆77Oct 11, 2021Updated 4 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 2 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