Source code of the KDD19 paper "Deep anomaly detection with deviation networks", weakly/partially supervised anomaly detection, few-shot anomaly detection, semi-supervised anomaly detection
☆155Aug 5, 2021Updated 4 years ago
Alternatives and similar repositories for deviation-network
Users that are interested in deviation-network are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official PyTorch implementation of the paper “Explainable Deep Few-shot Anomaly Detection with Deviation Networks”, weakly/partially supe…☆89Oct 29, 2022Updated 3 years ago
- Deep distance-based outlier detection published in KDD18: Learning representations specifically for distance-based outlier detection. Few…☆48Nov 10, 2020Updated 5 years ago
- ☆51May 29, 2021Updated 5 years ago
- A PyTorch implementation of Deep SAD, a deep Semi-supervised Anomaly Detection method.☆353Nov 22, 2022Updated 3 years ago
- ADRepository: Real-world anomaly detection datasets, including tabular data (categorical and numerical data), time series data, graph dat…☆443Oct 1, 2025Updated 8 months 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.
- Implementation of TheWebConf 2021 -- Few-shot Network Anomaly Detection via Cross-network Meta-learning☆60Feb 26, 2024Updated 2 years ago
- List of implementation of SOTA deep anomaly detection methods☆109Dec 28, 2021Updated 4 years ago
- This implementation for the paper: Learning Neural Representations for Network Anomaly Detection. If you have questions, please do not he…☆18Aug 20, 2019Updated 6 years ago
- ☆12May 14, 2021Updated 5 years ago
- ☆21Sep 21, 2020Updated 5 years ago
- One critical issue within network security refers to intrusion detection. The nature of intrusion attempts appears to be nonlinear, where…☆10Sep 29, 2022Updated 3 years ago
- Implementation of the paper Deep Graph-level Anomaly Detection by Glocal Knowledge Distillation(WSDM22)☆35Dec 12, 2021Updated 4 years ago
- [IEEE GRSL 2017] Group Lasso-Based Band Selection for Hyperspectral Image Classification☆11Dec 25, 2017Updated 8 years ago
- UnSupervised and Semi-Supervise Anomaly Detection / IsolationForest / KernelPCA Detection / ADOA / etc.☆303Feb 18, 2021Updated 5 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.
- Using the 1998 DARPA Intrusion Detection Evaluation dataset I configured a Random Forest model for anomaly detection☆14Feb 15, 2019Updated 7 years ago
- Network Intrusion Detection System(Abnormal Detection)☆11Jun 14, 2020Updated 5 years ago
- Official Implement of "ADBench: Anomaly Detection Benchmark", NeurIPS 2022.☆1,016Jan 8, 2026Updated 5 months ago
- Codes for IJCAI2020 paper "Unsupervised Representation Learning by Predicting Random Distances” https://arxiv.org/abs/1912.12186☆29Apr 25, 2020Updated 6 years ago
- Attention Model for Network Intrusion Detection☆19Jul 24, 2019Updated 6 years ago
- Contrastive Attributed Network Anomaly Detection with Data Augmentation (PAKDD'22)☆29Aug 12, 2022Updated 3 years ago
- A Collection of Resources for Weakly-supervised Anomaly Detection (WSAD)☆185Feb 18, 2025Updated last year
- Official pytorch implementation of the paper: "A Hierarchical Transformation-Discriminating Generative Model for Few Shot Anomaly Detecti…☆59Dec 20, 2021Updated 4 years ago
- ☆15Mar 2, 2023Updated 3 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- This repository contains the notebook used for the experiments of the papers: "A Deeper Analysis of Adversarial Examples in Intrusion Det…☆10Dec 8, 2021Updated 4 years ago
- A robust and noisy-resilient anomaly detection method by explicitly learning the representations of time-invariant and time-varying chara…☆17Mar 11, 2021Updated 5 years ago
- A Deep Graph-based Toolbox for Fraud Detection☆755Apr 20, 2022Updated 4 years ago
- Code for the paper: "Supervised contrastive learning over prototype-label embeddings for network intrusion detection"☆15Jun 7, 2021Updated 5 years ago
- Anomaly detection related books, papers, videos, and toolboxes. Last update late 2025 for LLM and VLM works!☆9,310Mar 2, 2026Updated 3 months ago
- Code for Deep Anomaly Detection on Attributed Networks (SDM2019)☆135Sep 13, 2021Updated 4 years ago
- ☆34Jun 1, 2022Updated 4 years ago
- Resources and environment for unsupervised outlier model selection (UOMS)☆28Oct 21, 2022Updated 3 years ago
- Automating Outlier Detection via Meta-Learning (Code, API, and Contribution Instructions)☆186Feb 9, 2022Updated 4 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.
- Fraud detection in bank transactions using graph databases and machine learning.☆28May 2, 2020Updated 6 years ago
- Winner of PIRM2018 Challenge☆11May 20, 2019Updated 7 years ago
- ☆19Apr 29, 2023Updated 3 years ago
- Repository for the Deep One-Class Classification ICML 2018 paper☆264Nov 29, 2018Updated 7 years ago
- Source Code for Graph Anomaly Detection with Unsupervised GNNs (ICDM2022)☆12Oct 18, 2022Updated 3 years ago
- ICDM19 - Anomaly Detection / Outlier Detection for Mixed data☆14Dec 6, 2020Updated 5 years ago
- Deep Structured Energy Based Model☆11Jan 6, 2018Updated 8 years ago