CN-TU/nta-meta-analysis

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CN-TU/nta-meta-analysis

CN-TU

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machine-learning-in-ebpf

This repository contains the code for the paper "A flow-based IDS using Machine Learning in eBPF", Contact: Maximilian Bachl

reinforcement-learning-for-per-flow-buffer-sizing

Implementation of the paper "LFQ: Online Learning of Per-Flow Queuing Policies Using Deep Reinforcement Learning", Contact: Maximilian Bachl

mdcgenpy

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.

mdcgen-matlab

Generator of synthetic n-dimensional datasets for clustering. CN contact: Félix Iglesias

go-flows

Flow Exporter implementation in go. CN contact: GV

cocoa-qdisc

Cocoa is a qdisc which maximizes throughput for each flow while keeping the buffer minimal. Contact: Maximilian Bachl.

Datasets-preprocessing

Preprocessing scripts for IDS datasets. CN contact: Fares Meghdouri

remy

Forked version of Remy, adds support for reinforcement learning. CN contact: MB

sdo-matlab

SDO (Sparse Data Observers): outlier detection based on low density models. CN contact: Félix Iglesias

CCgen.v2

Generate, inject and extract covert channels in TCP/IP flows

goi-matlab

GOI: absolute cluster validity. CN contact: Félix Iglesias

dSalmon

dSalmon is a framework for analyzing data streams. CN contact: Alexander Hartl

py_CCgen

Generate, inject and extract covert channels in network traffic

controllable-network-data-balancing-with-gans

Controllable Network Data Balancing with GANs. CN Contact: Fares Meghdouri

Jupyter Notebook

py-virtnet

Network emulation library for Python. CN contact: Gernot Vormayr

pysdo

Python implementation of the SDO outlier detection algorithm. CN contact: Alexander Hartl

py-outlier-detection-stream-data

Outlier Detection in Stream Data with Python. CN contact: Félix Iglesias

mdcstream-matlab

Generator of synthetic multi-dimensional stream data for algorithm testing. CN contact: Félix Iglesias

tpsdos-experiments

Experiments for the paper "Periodical Patterns and Out-of-Phase Outliers in Evolving Data Streams". CN contact: Alexander Hartl

go-ipfix

IPFIX protocol write support. CN contact: GV