noise-lab / netmlLinks
Feature Extraction and Machine Learning from Network Traffic Traces
☆69Updated 10 months ago
Alternatives and similar repositories for netml
Users that are interested in netml are comparing it to the libraries listed below
Sorting:
- nPrint provides a generalizable data representation for network packets that works directly with machine learning techniques☆111Updated 3 years ago
- nPrintML creates and runs full ML-based traffic analysis pipelines using nPrint and AutoML.☆54Updated last year
- A Zeek script to generate features based on timing, volume and metadata for traffic classification.☆56Updated 4 years ago
- Official ID2T repository. ID2T creates labeled IT network datasets that contain user defined synthetic attacks.☆63Updated last year
- This repo contains implementation of IP2Vec model which is used for learning similarities between IP Addresses☆12Updated last year
- Network traffic classifier based on machine learning algorithms☆44Updated 2 years ago
- Coburg Intrusion Detection Data Sets☆51Updated 7 years ago
- ☆27Updated last year
- Payload-Byte is a tool for extracting and labeling packet capture (Pcap) files of modern network intrusion detection datasets.☆38Updated 10 months ago
- ☆57Updated last month
- ☆64Updated last week
- pcapML standardizes network traffic analysis datasets by directly encoding metadata information into raw traffic captures☆25Updated 2 years ago
- This forked repository contains our fixed version of the original CICFlowmeter tool. The improvements were implemented as part of our pap…☆45Updated 11 months ago
- Code for the paper "FlowLens: Enabling Efficient Flow Classification for ML-based Network Security Applications" [NDSS '21]☆34Updated 4 years ago
- Interpreting and Improving Deep Learning-based Anomaly Detection in Security Applications (CCS'21)☆72Updated 3 years ago
- IoT SENTINEL : Automated Device-Type Identification for Security Enforcement in IoT with Machine Learning☆44Updated 6 years ago
- These scripts conduct TCPDUMP in harmony with CICFlowMeter to operation real-time traffic capturing and converting in csv file.☆50Updated 4 years ago
- Original implementation and resources of DeepCASE as in the S&P '22 paper☆92Updated last year
- Contact: Alexander Hartl, Maximilian Bachl, Fares Meghdouri. Explainability methods and Adversarial Robustness metrics for RNNs for Intru…☆19Updated 4 years ago
- DoHlyzer is a DNS over HTTPS (DoH) traffic flow generator and analyzer for anomaly detection and characterization.☆65Updated 2 years ago
- Anomaly Detection on Time-Evolving Streams in Real-time. Detecting intrusions (DoS and DDoS attacks), frauds, fake rating anomalies.☆121Updated last year
- Have fun with audit log analysis :)☆152Updated last year
- AI/ML and Cybersecurity: The Emperor has no Clothes☆17Updated last year
- Code for our USENIX Security 2021 paper -- CADE: Detecting and Explaining Concept Drift Samples for Security Applications☆138Updated 2 years ago
- An automatic packet crafting tool for evading learning-based NIDS☆80Updated 3 years ago
- CICFlowmeter-V4.0 (formerly known as ISCXFlowMeter) is a network traffic Bi-flow generator and analyzer for anomaly detection that has be…☆184Updated last year
- ☆110Updated 4 years ago
- This program allow you to extract some features from pcap files.☆38Updated 2 years ago
- Pcap-splitter allows you to split a pcap file into subsets of pcap files based on sessions, flows, ip addresses, number of bytes, number …☆65Updated 5 years ago
- Anomaly Detection in the Open World: Normality Shift Detection, Explanation, and Adaptation (NDSS'23).☆68Updated 2 months ago