GintsEngelen / CNS2022_Code
Code for our submission to IEEE CNS 2022
☆11Updated 11 months ago
Related projects: ⓘ
- Code for our submission to the WTMC 2021 workshop☆9Updated 3 years ago
- This forked repository contains our fixed version of the original CICFlowmeter tool. The improvements were implemented as part of our pap…☆30Updated 2 months ago
- Adversarial Machine Learning applications on network-based Intrusion Detection System (IDS).☆19Updated 4 years ago
- Code for the paper "Anomaly-Based Intrusion Detection in IIoT Networks Using Transformer Models"☆25Updated last year
- Journal Article: IEEE Access☆10Updated 10 months ago
- The purpose of this repository is to demonstrate the steps of processing CICIDS2017 dataset using machine learning algorithms.☆51Updated 4 years ago
- ☆9Updated last year
- Autoencoder based intrusion detection system trained and tested with the CICIDS2017 data set.☆27Updated 4 years ago
- Neural Network based Intrusion Detection System (NIDS) on Intrusion Detection Evaluation Dataset (CICIDS2017)☆12Updated 4 years ago
- Analysis of the ISCX VPN-nonVPN Dataset 2016 for Encrypted Network Traffic Classification☆71Updated 8 months ago
- Pytorch implementation of LuNet: A Deep Neural Network for Network Intrusion Detection☆52Updated 4 years ago
- Encrypted Network Traffic Classification using Deep Learning☆50Updated 5 months ago
- ☆61Updated 9 months ago
- It is a network traffic classifier based on deep learning.☆42Updated 6 months ago
- Adaptive Federated Learning Approach to DDoS attack detection☆31Updated 4 months ago
- Source code for the paper: Adaptive Clustering-based Malicious Traffic Classification at the Network Edge (https://homepages.inf.ed.ac.uk…☆30Updated 3 years ago
- Deep learning models for network intrusion detection☆32Updated last year
- Implementation of Robust Transformer Based Intrusion Detection, based on the Paper by Wu et. Al☆18Updated last week
- T. Shapira and Y. Shavitt, "FlowPic: A Generic Representation for Encrypted Traffic Classification and Applications Identification," in I…☆66Updated 2 years ago
- Traffic dataset USTC-TFC2016☆104Updated 5 years ago
- Network Intrusion Detection System on CSE-CIC-IDS2018 using ML classifiers and DNN ( ANN , CNN , RNN ) | Hyper-parameter Optimization { l…☆15Updated 2 years ago
- Network intrusion detection with Machine Learning (Deep Learning) experiment : 1d-cnn, softmax, neural networks, convolution☆39Updated 3 months ago
- source code for USENIX Security paper xNIDS☆31Updated 3 weeks ago
- Thesis research on enhancing Network Intrusion Detection System (NIDS) explainability using Transformers.☆9Updated last year
- ☆55Updated last year
- An Intrusion Detection System based on Deep Belief Networks☆70Updated last year
- ☆16Updated 11 months ago
- code repository for the the paper "Encrypted Network Traffic Classification with Higher Order Graph Neural Network"☆21Updated 2 months ago
- A Deep Learning approach toward creating a NIDS using python☆22Updated last year
- Two staged IDS specific to IoT networks where Signature based IDS and Anomaly based IDS which is trained and classified using machine lea…☆35Updated 5 years ago