cn-tu Goto Github PK

adversarial-recurrent-ids

Contact: Alexander Hartl, Maximilian Bachl, Fares Meghdouri. Explainability methods and Adversarial Robustness metrics for RNNs for Intrusion Detection Systems. Also contains code for "SparseIDS: Learning Packet Sampling with Reinforcement Learning" (branch "rl").

bayesianrecurrentnn

Implementation of Bayesian Recurrent Neural Networks by Fortunato et. al

ccgen.v2

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

cocoa-qdisc

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

controllable-network-data-balancing-with-gans

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

datasets-preprocessing

Preprocessing scripts for IDS datasets. CN contact: Fares Meghdouri

dsalmon

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

go-flows

Flow Exporter implementation in go. CN contact: GV

go-ipfix

IPFIX protocol write support. CN contact: GV

goi-matlab

GOI: absolute cluster validity. CN contact: Félix Iglesias

i-notice

Incremental Convolutional Classifier for Network Packets. CN contact: Fares Meghdouri

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.

machine-learning-in-ebpf

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

mdcgen-matlab

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

mdcgenpy

mdcstream-matlab

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

mdcstream-wrapper-matlab

Wrapper to automatically generate MDCStream data collections

multi-key-vector-experiments

Experiments for attack detection with the multu-key feature vector under TLS and IPsec encryption assumptions. CN contact: Fares Meghdouri

network-attack-outlierness

Study of the outlierness properties of network traffic attacks

network-flow-counting

LSTM-based Network Flow Counting for Encrypted Tunnels. Contact CN: Fares Meghdouri

ns2.35

ns2 for research

nta-meta-analysis

nta-meta-analysis-editor

Editor for the NTARC data format

nta-meta-analysis-library

nta-meta-analysis-specification

nta-meta-analysis-verification

odtf-python

One-class decision tree fuzzifier. CN contact: Félix Iglesias

pcc-uspace

Fair Queuing Detection and Delay based Congestion Control. Forked userspace implementation of PCC. Contact: Maximilian Bachl

py-outlier-detection-dynamics

Study of dynamics in the scores of outlier detection algorithms

py-outlier-detection-stream-data

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