Network Intrusion Detection System on CSE-CIC-IDS2018 using ML classifiers and DNN ( ANN , CNN , RNN ) | Hyper-parameter Optimization { learning rate, epochs, network architectures, regularisation } | Adversarial Attacks - Label flip , Adversarial samples , KNN (defence)
☆21Oct 16, 2021Updated 4 years ago
Alternatives and similar repositories for Intrusion-Detection-System-Adversarial-Attacks-
Users that are interested in Intrusion-Detection-System-Adversarial-Attacks- are comparing it to the libraries listed below
Sorting:
- An intrusion detection system model developed using CNN and Bi-LSTM.☆13Jun 25, 2022Updated 3 years ago
- Anomaly based Instrusion Detection System using RNN-LSTMs. Datasets include NSL-KDD and UNSW-NB15.☆35Sep 14, 2020Updated 5 years ago
- Using Wasserstein Generative Adversarial Network to fool intrusion detection systems (IDS) into believing that malicious traffic is norma…☆80May 25, 2023Updated 2 years ago
- Adversarial Machine Learning applications on network-based Intrusion Detection System (IDS).☆28May 8, 2020Updated 5 years ago
- Enhancing Robustness Against Adversarial Examples in Network Intrusion Detection Systems☆25Dec 20, 2020Updated 5 years ago
- 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
- 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
- Intrusion Detection System using Deep Reinforcement Learning and Generative Adversarial Networks☆50Sep 20, 2024Updated last year
- Code for the paper: "Continual Learning with Strategic Selection and Forgetting for Network Intrusion Detection" (Infocom 2025)☆21Aug 28, 2025Updated 6 months ago
- Towards an Explainable Artificial Intelligence Framework for Enhancing Explainability in Network Intrusion Detection Systems☆21Nov 30, 2024Updated last year
- A deep learning based intrusion detection system using CSE-CIC-IDS2018 dataset.☆13Apr 16, 2020Updated 5 years ago
- This study proposes a two- level classification technique for the anomaly detection-based IDS architecture for fog-edge sides. Targeted f…☆14Dec 11, 2022Updated 3 years ago
- Anomaly Detection using PCA and BiGAN☆14Sep 27, 2020Updated 5 years ago
- Intrusion Detection System using Machine Learning and Deep Learning☆88Dec 27, 2023Updated 2 years ago
- CANTransfer: Transfer learning based intrusion detection on a controller area network using convolutional LSTM network☆18Sep 21, 2020Updated 5 years ago
- A Novel Statistical Analysis and Autoencoder Driven Intelligent Intrusion Detection Approach☆145Oct 12, 2021Updated 4 years ago
- Autoencoder based intrusion detection system trained and tested with the CICIDS2017 data set.☆40Jun 15, 2020Updated 5 years ago
- Generative adversarial networks for Network Intrusion Benchmark datasets☆42Aug 2, 2024Updated last year
- ☆48Aug 7, 2022Updated 3 years ago
- Fuzzy based segmentation of remotely sensed images using an Adaptive Neuro Fuzzy Inference System (ANFIS).☆20Nov 14, 2022Updated 3 years ago
- Code for Paper : Efficient-CNN-BiLSTM-for-Network-IDS☆122Oct 25, 2022Updated 3 years ago
- Baseline experiments on training a Decision Tree Classifier and a Random Forest Classifier using Grid Search with Cross Validation on the…☆54Jun 3, 2022Updated 3 years ago
- ☆22Jun 20, 2020Updated 5 years ago
- Network Security Analysis using Machine Learning on the NSL-KDD dataset from the KDD Cup 1999☆21Nov 3, 2019Updated 6 years ago
- Attention Model for Network Intrusion Detection☆19Jul 24, 2019Updated 6 years ago
- Repository containing work on rip current detection and segmentation.☆13Sep 24, 2025Updated 5 months ago
- Intrusion detection system using CNN and RNN☆25Sep 23, 2019Updated 6 years ago
- Code for the paper: "AOC-IDS: Autonomous Online Framework with Contrastive Learning for Intrusion Detection" (Infocom 2024)☆33Dec 6, 2024Updated last year
- A GAN-based model focused on anomaly detection in discrete dataset☆26Dec 30, 2019Updated 6 years ago
- Reproduce the code of papers related to the field of NIDS(network intrusion detection system).入侵检测领域的相关论文复现/适配本地PC后的代码.☆26Apr 30, 2021Updated 4 years ago
- Code for intrusion detection system (IDS) development using CNN models and transfer learning☆198Apr 21, 2023Updated 2 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
- This repository contains the code for paper, ''Cyber-Physical Intrusion Detection System for Unmanned Aerial Vehicles,” in IEEE Transacti…☆12Feb 25, 2024Updated 2 years ago
- Position and velocity PID control of a DC motor using LabView and Arduino☆15Apr 23, 2018Updated 7 years ago
- Machine Learning Based - Intrusion Detection System☆32Jun 21, 2022Updated 3 years ago
- The unofficial CLI of Amazon S3 Vectors (Preview) in Rust☆15Jul 19, 2025Updated 7 months ago
- Evolutionary decision trees☆11Jun 16, 2025Updated 8 months ago
- Unsupervised-Defect-Segmentation anomaly detection☆29Oct 21, 2019Updated 6 years ago
- code for infocom 2021 paper MANDA☆11May 30, 2023Updated 2 years ago