lminy / BotnetDetectionThesis
Implementation realized for my master thesis on "Botnet detection in encrypted traffic - a machine learning approach"
☆16Updated 5 years ago
Related projects ⓘ
Alternatives and complementary repositories for BotnetDetectionThesis
- Machine Learning Based Botnet Detection is a tool to classify network traffic as being botnet affected or not based on the network traffi…☆66Updated 4 years ago
- SSH traffic analysis☆23Updated 5 years ago
- This repository contains the code used and developed during a master thesis at DTU Compute in 2018☆43Updated 6 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.…☆39Updated 6 years ago
- This program allow you to extract some features from pcap files.☆38Updated last year
- Encrypted Traffic classification☆17Updated 4 years ago
- Encrypted Traffic Classification using Deep Learning☆47Updated 6 years ago
- Code of "MalDetect: A Structure of Encrypted Malware Traffic Detection"☆15Updated 5 years ago
- ISCXFlowMeter is an Ethernet traffic flow generator and analyzer for anomaly detection which has been used in different network security …☆69Updated 9 months ago
- This is a paper list about Machine Learning for IDSes☆86Updated 2 months ago
- A network data classifier for UNSW-NB15 data set. This is an university course work for "ITKST42 Information Security Technology".☆35Updated 7 years ago
- These scripts conduct TCPDUMP in harmony with CICFlowMeter to operation real-time traffic capturing and converting in csv file.☆48Updated 4 years ago
- CSE-CIC-IDS-2018 analyze with Random Forest☆29Updated 3 years ago
- Enhancing Robustness Against Adversarial Examples in Network Intrusion Detection Systems☆16Updated 3 years ago
- Sources for Botnet detection experiments on SDN networks through Machine Lerarning techinques☆8Updated 6 years ago
- EBSNN: Extended Byte Segment Neural Network for Network Traffic Classification☆13Updated 3 years ago
- ☆67Updated last year
- Replication files for arXiv:1805.03735 Sequence Aggregation Rules for Anomaly Detection in Computer Network Traffic☆11Updated 5 years ago
- Encrypted network traffic Classification☆8Updated 5 years ago
- Payload-Byte is a tool for extracting and labeling packet capture (Pcap) files of modern network intrusion detection datasets.☆27Updated 4 months ago
- Machine-learning-based intrusion detection☆32Updated 6 years ago
- Multitask Learning Approach for Network Traffic Classification☆53Updated 5 years ago
- Intrusion Detection Systems (IDSs) and Intrusion Prevention Systems (IPSs) are the most important defense tools against the sophisticated…☆20Updated 4 years ago
- Network data classifier based on the recurrent neural network.☆22Updated 5 years ago
- Encrypted traffic classification use CNN☆33Updated 3 years ago
- ☆37Updated 2 years ago
- Use deep learning to classify the malicious traffic, and use TensorFlow2.0 to carry out it.☆32Updated 4 years ago
- The project is to detect malware traffic in TLS flows using ML☆32Updated 4 years 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
- FS-Net: A Flow Sequence Network For Encrypted Traffic Classification☆44Updated 4 years ago