mamerzouk / adversarial_analysisLinks
This repository contains the notebook used for the experiments of the papers: "A Deeper Analysis of Adversarial Examples in Intrusion Detection" presented at the CRISIS Conference 2020, and "Investigating the Practicality of Adversarial Evasion Attacks on Network Intrusion Detection" submitted to the journal Annals of Telecommunication.
☆11Updated 3 years ago
Alternatives and similar repositories for adversarial_analysis
Users that are interested in adversarial_analysis are comparing it to the libraries listed below
Sorting:
- ☆13Updated last year
- ☆20Updated 7 months ago
- Code for paper: Contrastive Learning Enhanced Intrusion Detection☆18Updated 2 years ago
- Implementation of Robust Transformer Based Intrusion Detection, based on the Paper by Wu et. Al☆22Updated 11 months 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
- An automatic packet crafting tool for evading learning-based NIDS☆82Updated 3 years ago
- ☆11Updated 3 years ago
- Implementation of Research Paper titled: An explainable AI based Intrusion Detection System for DNS over HTTPS (DoH) Attacks on CICIDS da…☆10Updated 2 years ago
- Generative adversarial networks for Network Intrusion Benchmark datasets☆38Updated last year
- An Intrusion Detection System based on Deep Belief Networks☆86Updated 2 years ago
- ☆16Updated 3 years ago
- An intrusion detection system model developed using CNN and Bi-LSTM.☆13Updated 3 years ago
- This repository presents the implemetation of a highly optimized Deep Transfer Learning (DTL) and Genetic Algorithm (GA) based intrusion …☆17Updated last year
- ☆45Updated 3 years ago
- ☆26Updated last year
- Improved Autoencoder-based Ensemble In-vehicle Intrusion Detection System☆11Updated last year
- CANShield: Deep Learning-Based Intrusion Detection Framework for Controller Area Networks at the Signal-Level☆17Updated 2 months ago
- A GAN-based model focused on anomaly detection in discrete dataset☆26Updated 5 years ago
- Our implementations of the flow-based network intrusion detection model (for the COMNET paper)☆46Updated 5 years ago
- Official repository for the paper "Problem space structural adversarial attacks for Network Intrusion Detection Systems based on Graph Ne…☆14Updated last year
- source code for USENIX Security paper xNIDS☆46Updated last year
- Anomaly Detection using PCA and BiGAN☆13Updated 4 years ago
- A backdoor attack by vulnerability amplification on online machine learning-based network intrusion detection system☆22Updated 4 years ago
- ☆88Updated last year
- ☆11Updated last year
- Anomaly based Instrusion Detection System using RNN-LSTMs. Datasets include NSL-KDD and UNSW-NB15.☆35Updated 4 years ago
- This is repository of the paper NetDiffus: Network Traffic Generation by Diffusion Models through Time-Series Imaging.☆21Updated 11 months ago
- ☆11Updated last year
- ☆17Updated 4 years ago
- CANET: An Effective CNN-Attention Model for Network Intrusion Detection☆35Updated 2 years ago