lflfdxfn / DPLAN-Implementation
Paper Implementation
☆26Updated 10 months ago
Alternatives and similar repositories for DPLAN-Implementation:
Users that are interested in DPLAN-Implementation are comparing it to the libraries listed below
- This repository contains an implementation of an anomaly detection method called DPLAN, which is based on the reinforcement learning fram…☆12Updated last year
- [ICDM 2020] Meta-AAD: Active Anomaly Detection with Deep Reinforcement Learning☆51Updated 2 years ago
- Using RL for anomaly detection in NSL-KDD☆119Updated 2 years ago
- Code for the paper: "Supervised contrastive learning over prototype-label embeddings for network intrusion detection"☆14Updated 3 years ago
- Anomaly detection with GAN+RL☆11Updated 6 years ago
- This repository is the PyTorch implementation of GAN Ensemble for Anomaly Detection.☆39Updated 3 years ago
- Anomaly Detection for SWaT Dataset using Sequence-to-Sequence Neural Networks☆47Updated 5 years ago
- a time series anomaly detection method based on the calibrated one-class classifier☆63Updated last year
- ☆72Updated 4 years ago
- A tool for data preprocess on iTrust SWaT dataset.☆43Updated 2 years ago
- Implement a VAE to learn a reduced state space representation from the NSL-KDD dataset, capturing essential features of normal network t…☆13Updated last year
- Repository for Content-Aware Transformer☆14Updated 2 years ago
- Repository for IEEE CCNC'21 paper titled "Edge-Detect: Edge-centric Network Intrusion Detection using Deep Neural Network".☆45Updated last year
- ☆90Updated last year
- A GAN-based model focused on anomaly detection in discrete dataset☆26Updated 5 years ago
- ☆48Updated 9 months ago
- Code for the paper "TadGAN: Time Series Anomaly Detection Using Generative Adversarial Networks"☆168Updated 3 years ago
- ☆14Updated 2 years ago
- Reinforcement Learning-Based Model Selection for Anomaly Detection (RLMSAD)☆26Updated 2 years ago
- Code for ICASSP 2024 paper "Unravel Anomalies: An End-to-end Seasonal-Trend Decomposition Approach for Time Series Anomaly Detection".☆13Updated last year
- NEGSC☆38Updated 10 months ago
- Code for KDD' 21 paper: Time Series Anomaly Detection for Cyber-physical Systems via Neural System Identification and Bayesian Filtering☆41Updated 2 years ago
- Code of Anomaly Detection by Leveraging Incomplete Anomalous Knowledge with Anomaly-Aware Bidirectional GANs☆22Updated 2 years ago
- Enhancing Robustness Against Adversarial Examples in Network Intrusion Detection Systems☆22Updated 4 years ago
- Apply modern, deep learning techniques for anomaly detection to identify network intrusions.☆45Updated 4 months ago
- Unofficial implementation of the KDD2020 paper "USAD: UnSupervised Anomaly Detection on multivariate time series" on two datasets cited i…☆60Updated 2 years ago
- Code for the paper: "AOC-IDS: Autonomous Online Framework with Contrastive Learning for Intrusion Detection" (Infocom 2024)☆17Updated 4 months ago
- Synthesis of Adversarial DDos Attacks Using Tabular Generative Adversarial Networks☆9Updated 2 years ago
- Official implementation of KDD'23 paper "Deep Weakly-supervised Anomaly Detection"☆18Updated last year
- CANET: An Effective CNN-Attention Model for Network Intrusion Detection☆33Updated last year