This repository contains an implementation of an anomaly detection method called DPLAN, which is based on the reinforcement learning framework. The method is described in the paper "Toward Deep Supervised Anomaly Detection: Reinforcement Learning from Partially Labeled Anomaly Data" by Pang et al.
☆13Jan 8, 2024Updated 2 years ago
Alternatives and similar repositories for DPLAN_pytorch
Users that are interested in DPLAN_pytorch are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Paper Implementation☆27Jun 15, 2024Updated 2 years ago
- Reinforcement Learning-Based Model Selection for Anomaly Detection (RLMSAD)☆31May 23, 2022Updated 4 years ago
- Vanet env, multi-agent rsus and sumo network + vehicles.☆13May 28, 2025Updated last year
- Using RL for anomaly detection in NSL-KDD☆124Mar 25, 2023Updated 3 years ago
- Official implementation of ARCUS (KDD22)☆31May 28, 2026Updated last month
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Anomaly detection with GAN+RL☆11Jan 12, 2019Updated 7 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
- ☆11Dec 8, 2020Updated 5 years ago
- Classifier to detect click fraud with online Ads.☆12May 14, 2015Updated 11 years ago
- implementation of the paper "APRIL: Towards Scalable and Transferable Autonomous Penetration Testing in Large Action Space via Action Emb…☆12Dec 24, 2024Updated last year
- In this repository we put the code to split a document in a consistent way based on the concept of "idea"☆16Nov 13, 2024Updated last year
- [ICDM 2020] Meta-AAD: Active Anomaly Detection with Deep Reinforcement Learning☆56Mar 20, 2023Updated 3 years ago
- Deep RL agents for NASimEmu. See also https://github.com/jaromiru/NASimEmu.☆15Jul 16, 2024Updated 2 years ago
- [ECCV2022] [T-PAMI] StARformer: Transformer with State-Action-Reward Representations.☆97May 21, 2023Updated 3 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- A project to automatically generate program repair recommendation in the field of smart contracts for given code snippets with their cont…☆16Aug 30, 2025Updated 10 months ago
- A simple and easy to use implementation of the soft actor-critic algorithm.☆15Sep 2, 2022Updated 3 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
- ☆17Dec 29, 2022Updated 3 years ago
- 网络安全态势感知新闻平台(前台)☆20Jun 27, 2018Updated 8 years ago
- ☆10Dec 14, 2020Updated 5 years ago
- Natural Environment Benchmarks for Reinforcement Learning☆23May 9, 2019Updated 7 years ago
- uPU, nnPU and PN learning with Extra Trees classifier.☆20Dec 2, 2024Updated last year
- A blockchain that organically orchestrates Proof of Work (PoW) and AI Training computations together☆13Nov 30, 2022Updated 3 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.
- 💳 Creates a new gym environment for credit-card anomaly detection using Deep Q-Networks (DQN) and leverages Open AI's Gym toolkit to all…☆19Nov 1, 2020Updated 5 years ago
- [NeurIPS 2025] Official codebase for T2DA: Offline Meta-RL from Natural Language Supervision☆17Jun 1, 2025Updated last year
- Official code for Fisher information embedding for node and graph learning (ICML 2023)☆20Jun 17, 2023Updated 3 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
- UCAS春季学期课程 网络空间安全态势感知 加密流量分类中间结果数据集☆25Apr 21, 2022Updated 4 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
- ☆20Nov 26, 2024Updated last year
- 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
- ☆11Dec 30, 2022Updated 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.
- Official implementation for masked contrastive learning for anomaly detection.(IJCAI-21)☆18May 26, 2021Updated 5 years ago
- Bayesian Hierarchical Hidden semi-Markov Model☆11Aug 17, 2020Updated 5 years ago
- ☆21Mar 24, 2023Updated 3 years ago
- Classify the arrhythmia heartbeats from the MIT-BIH Arrhythmia Database.☆19Jul 30, 2022Updated 3 years ago
- Code for CVPR 2024 paper - Resurrecting Old Classes with New Data for Exemplar-Free Continual Learning☆31Nov 12, 2024Updated last year
- ☆21Apr 8, 2026Updated 3 months ago
- Implementation of "Deep reinforcement learning for imbalanced classification" and its extended version to multi-class☆16Sep 30, 2021Updated 4 years ago