CN-TU / ids-backdoor
Contact: Maximilian Bachl, Alexander Hartl. Explores defenses against backdoors and poisoning attacks for Intrusion Detection Systems. Code for "EagerNet" is in the "eager" branch.
☆9Updated 4 years ago
Alternatives and similar repositories for ids-backdoor:
Users that are interested in ids-backdoor are comparing it to the libraries listed below
- Enhancing Robustness Against Adversarial Examples in Network Intrusion Detection Systems☆17Updated 4 years ago
- Source code for the paper: Adaptive Clustering-based Malicious Traffic Classification at the Network Edge (https://homepages.inf.ed.ac.uk…☆31Updated 3 years ago
- ☆25Updated 3 years ago
- FL-based intrusion detection system development using model averaging.☆35Updated 2 years ago
- An automatic packet crafting tool for evading learning-based NIDS☆77Updated 3 years ago
- A backdoor attack by vulnerability amplification on online machine learning-based network intrusion detection system☆19Updated 3 years ago
- This is a simple DNN based application for an IDS based on the CICIDS2017 dataset☆29Updated 4 years ago
- ☆17Updated 4 years ago
- LEXNet: A Lightweight, Efficient and Explainable-by-Design Convolutional Neural Network for Internet Traffic Classification☆11Updated last year
- FS-Net: A Flow Sequence Network For Encrypted Traffic Classification☆44Updated 4 years ago
- ☆15Updated 4 years ago
- The purpose of this repository is to demonstrate the steps of processing CICIDS2017 dataset using machine learning algorithms.☆59Updated 4 years ago
- PyTorch implementation of the paper "Privacy-preserving Few-shot Traffic Detection against Advanced Persistent Threats via Federated Meta…☆13Updated last year
- Implementation of Robust Transformer Based Intrusion Detection, based on the Paper by Wu et. Al☆21Updated 4 months ago
- AEIDS is a prototype of anomaly-based intrusion detection system which works by remembering the pattern of legitimate network traffic usi…☆14Updated 4 years ago
- Keras with Tensorflow implementation of our paper "Mockingbird: Defending Against Deep-Learning-Based Website Fingerprinting Attacks with…☆38Updated 7 months ago
- source code for USENIX Security paper xNIDS☆36Updated 5 months ago
- Privacy Preserving Collaborative Encrypted Network Traffic Classification (Differential Privacy, Federated Learning, Membership Inference…☆122Updated last year
- An intrusion detection system model developed using CNN and Bi-LSTM.☆12Updated 2 years ago
- Repository for IEEE CCNC'21 paper titled "Edge-Detect: Edge-centric Network Intrusion Detection using Deep Neural Network".☆44Updated last year
- Anomaly Detection using PCA and BiGAN☆13Updated 4 years ago
- BARS: Local Robustness Certification for Deep Learning based Traffic Analysis Systems (NDSS'23)☆11Updated last year
- Development of a transfer learning system for the detection of cyber-attacks in 5G and IoT networks. Transfer learning will improve the a…☆13Updated 2 years ago
- Code for the IEEE IoTJ paper "Semi-Supervised Federated Learning Based Intrusion Detection Method for Internet of Things"☆26Updated 2 years ago
- The repository of FastTraffic, A lightweight method for encrypted traffic fast classification.☆14Updated last month
- Detection of IoT devices infected by malwares from their network communications, using federated machine learning☆37Updated 8 months ago
- ☆10Updated 2 years ago
- Code for Intrusion Detection Systems and Encrypted Traffic Classification [No Further Updates]☆35Updated 3 years ago
- ☆15Updated last year
- ☆23Updated last year