dhelmr / bachelor-thesisLinks
Comparing Anomaly-Based Network Intrusion Detection Approaches Under Practical Aspects
☆9Updated 2 years ago
Alternatives and similar repositories for bachelor-thesis
Users that are interested in bachelor-thesis are comparing it to the libraries listed below
Sorting:
- Python Script that sniffs network traffic on a Apache server and use anomaly detection methods to detect DDoS attack.☆8Updated 5 years ago
- Encrypted traffic classification use CNN☆34Updated 4 years ago
- I have tried some of the machine learning and deep learning algorithm for IDS 2017 dataset. The link for the dataset is here: http://www.…☆41Updated 6 years ago
- Network Intrusion Detection System using Deep Learning Techniques☆157Updated 5 years ago
- CICIDS2017 dataset☆70Updated 3 years ago
- Deep learning models for network intrusion detection☆37Updated 2 years ago
- A Recurrent Neural Networks implementation using Keras for network intrusion detection☆30Updated 4 years ago
- Network Intrusion Detection System(Abnormal Detection)☆11Updated 5 years ago
- Intrusion Detection System using Machine Learning and Deep Learning☆88Updated last year
- Intrusion Detection Based on Convolutional Neural Network with kdd99 data set☆56Updated 6 years ago
- Feature coded UNSW_NB15 intrusion detection data.☆88Updated 7 years ago
- IoT intrusion Detection Model based on neural network and random forests☆46Updated 6 years ago
- Autoencoder based intrusion detection system trained and tested with the CICIDS2017 data set.☆35Updated 5 years ago
- IDS abnormal traffic detection tensorflow☆41Updated 6 years ago
- using 2d-cnn to classify network traffic☆21Updated 5 years ago
- Cyber-attack classification in the network traffic database using NSL-KDD dataset☆26Updated 4 years ago
- Code for “MaMPF: Encrypted Traffic Classification Based on Multi-Attribute Markov Probability Fingerprints”☆19Updated 5 years ago
- Neural Network based Intrusion Detection System (NIDS) on Intrusion Detection Evaluation Dataset (CICIDS2017)☆12Updated 4 years ago
- The use of machine learning to classify network traffic☆39Updated 4 years ago
- Deep Learning based Intrusion Detection on NSL-KDD Dataset☆14Updated 5 years ago
- Traffic dataset USTC-TFC2016☆145Updated 6 years ago
- Using the 1998 DARPA Intrusion Detection Evaluation dataset I configured a Random Forest model for anomaly detection☆14Updated 6 years ago
- This is a simple DNN based application for an IDS based on the CICIDS2017 dataset☆33Updated 5 years ago
- Here, we use RNN to deal with the network intrusion problem. The UNSW-NB15 dataset is used.☆72Updated 4 years ago
- PySpark solution to the NSL-KDD dataset: https://www.unb.ca/cic/datasets/nsl.html☆126Updated 4 years ago
- Network Intrusion Detection based on various machine learning and deep learning algorithms using UNSW-NB15 Dataset☆176Updated 3 years ago
- Analysis of the ISCX VPN-nonVPN Dataset 2016 for Encrypted Network Traffic Classification☆89Updated last year
- Distributed intelligent malicious traffic detection system based on GAN☆18Updated 5 years ago
- ramyaelineni5 / ML-based-Network-Intrusion-Detection-using-Cyber-Dataset-CSE-CIC-IDS2018-to-classify-network-attacks☆43Updated 4 years ago
- The purpose of this repository is to demonstrate the steps of processing CICIDS2017 dataset using machine learning algorithms.☆64Updated 4 years ago