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    47 repositories

    • pysdoclust-stream

      Public
      incremental stream clustering algorithm based on SDO
      C++
      •
      GNU General Public License v3.0
      •0•0•0•0•Updated Oct 17, 2024Oct 17, 2024

    • py-outlier-detection-dynamics

      Public
      Study of dynamics in the scores of outlier detection algorithms
      Python
      •
      GNU General Public License v3.0
      •0•0•0•0•Updated Sep 28, 2024Sep 28, 2024

    • pysdoclust

      Public
      clustering algorithm based on SDO
      Python
      •
      MIT License
      •0•0•0•0•Updated Aug 18, 2024Aug 18, 2024

    • go-ipfix

      Public
      IPFIX protocol write support. CN contact: GV
      Go
      •
      BSD 3-Clause "New" or "Revised" License
      •1•1•0•0•Updated Jun 11, 2024Jun 11, 2024

    • dSalmon

      Public
      dSalmon is a framework for analyzing data streams. CN contact: Alexander Hartl
      C++
      •
      GNU Lesser General Public License v3.0
      •0•2•0•0•Updated May 31, 2024May 31, 2024

    • machine-learning-in-ebpf

      Public
      This repository contains the code for the paper "A flow-based IDS using Machine Learning in eBPF", Contact: Maximilian Bachl
      linuxebpfdecision-treestree-based-methodsmachine-learning
      C
      •
      GNU General Public License v2.0
      •5•86•0•0•Updated Apr 19, 2024Apr 19, 2024

    • py-temporal-silhouette

      Public
      Temporal Silhouette for Stream Clustering Validation (Python). CN contact: Félix Iglesias
      Python
      •
      GNU General Public License v3.0
      •1•2•0•0•Updated Nov 10, 2023Nov 10, 2023

    • CCgen.v2

      Public
      Generate, inject and extract covert channels in TCP/IP flows
      JavaScript
      •
      GNU General Public License v3.0
      •3•3•0•0•Updated Jun 30, 2023Jun 30, 2023

    • py-outlier-detection-stream-data

      Public
      Outlier Detection in Stream Data with Python. CN contact: Félix Iglesias
      machine-learningdata-miningoutlier-detectionstream-dataanomaly-detection
      Python
      •
      GNU General Public License v3.0
      •0•2•1•0•Updated May 22, 2023May 22, 2023

    • mdcgenpy

      Public
      Python
      •
      GNU General Public License v3.0
      •3•15•1•0•Updated May 1, 2023May 1, 2023

    • go-flows

      Public
      Flow Exporter implementation in go. CN contact: GV
      Go
      •
      GNU Lesser General Public License v3.0
      •6•10•6•0•Updated Mar 13, 2023Mar 13, 2023

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

      Public
      Implementation of the paper "LFQ: Online Learning of Per-Flow Queuing Policies Using Deep Reinforcement Learning", Contact: Maximilian Bachl
      deep-learningcongestion-controlqueuingaqmreinforcement-learning
      Python
      •
      GNU General Public License v2.0
      •2•16•0•0•Updated Nov 24, 2022Nov 24, 2022

    • py_CCgen

      Public
      Generate, inject and extract covert channels in network traffic
      Python
      •
      GNU General Public License v3.0
      •1•2•0•0•Updated Nov 17, 2022Nov 17, 2022

    • tpsdos-experiments

      Public
      Experiments for the paper "Periodical Patterns and Out-of-Phase Outliers in Evolving Data Streams". CN contact: Alexander Hartl
      C++
      •
      GNU General Public License v3.0
      •0•1•0•0•Updated Jul 4, 2022Jul 4, 2022

    • pyodm

      Public
      Observers-based Data Modeling. CN contact: Fares Meghdouri
      Python
      •
      GNU General Public License v3.0
      •1•0•0•0•Updated May 4, 2022May 4, 2022

    • py-virtnet

      Public
      Network emulation library for Python. CN contact: Gernot Vormayr
      Python
      •
      GNU General Public License v2.0
      •5•2•0•2•Updated Apr 14, 2022Apr 14, 2022

    • Datasets-preprocessing

      Public
      Preprocessing scripts for IDS datasets. CN contact: Fares Meghdouri
      Python
      •
      GNU General Public License v3.0
      •3•6•0•0•Updated Mar 11, 2022Mar 11, 2022

    • controllable-network-data-balancing-with-gans

      Public
      Controllable Network Data Balancing with GANs. CN Contact: Fares Meghdouri
      Jupyter Notebook
      •
      GNU General Public License v3.0
      •1•2•0•0•Updated Feb 1, 2022Feb 1, 2022

    • mdcstream-wrapper-matlab

      Public
      Wrapper to automatically generate MDCStream data collections
      MATLAB
      •
      GNU General Public License v3.0
      •0•0•0•0•Updated Oct 31, 2021Oct 31, 2021

    • mdcstream-matlab

      Public
      Generator of synthetic multi-dimensional stream data for algorithm testing. CN contact: Félix Iglesias
      MATLAB
      •
      GNU General Public License v3.0
      •1•1•0•0•Updated Oct 30, 2021Oct 30, 2021

    • network-flow-counting

      Public
      LSTM-based Network Flow Counting for Encrypted Tunnels. Contact CN: Fares Meghdouri
      Python
      •
      GNU General Public License v3.0
      •0•0•0•0•Updated Oct 4, 2021Oct 4, 2021

    • py_clureal-experiments

      Public
      Algorithm for Interpretability and Refinement of Clustering. CN contact: Félix Iglesias
      Python
      •
      GNU General Public License v3.0
      •0•0•0•0•Updated May 11, 2021May 11, 2021

    • adversarial-recurrent-ids

      Public
      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").
      rnnadversarial-machine-learningfeature-importancernn-lstmadversarial-robustnessfeature-sensitivityexplainability
      TeX
      •
      GNU General Public License v3.0
      •12•16•0•0•Updated Mar 16, 2021Mar 16, 2021

    • PCC-Uspace

      Public
      Fair Queuing Detection and Delay based Congestion Control. Forked userspace implementation of PCC. Contact: Maximilian Bachl
      low-latencycongestion-controltransport-protocolfair-queuing
      C++
      •
      BSD 3-Clause "New" or "Revised" License
      •61•1•0•0•Updated Feb 18, 2021Feb 18, 2021

    • pysafe

      Public
      Python implementation of SAFE (Sample-based Feature Refinement). CN contact: Fares Meghdouri
      Python
      •1•0•0•0•Updated Nov 6, 2020Nov 6, 2020

    • cocoa-qdisc

      Public
      Cocoa is a qdisc which maximizes throughput for each flow while keeping the buffer minimal. Contact: Maximilian Bachl.
      kernel-modulecongestion-controlqdiscactive-queue-managementaqmfair-queuing
      C
      •
      GNU General Public License v2.0
      •5•8•0•0•Updated Oct 21, 2020Oct 21, 2020

    • ids-backdoor

      Public
      Contact: Maximilian Bachl, Alexander Hartl. Explores defenses against backdoors and poisoning attacks for Intrusion Detection Systems. Code for "EagerNet" is in the "eager" branch.
      deep-learningbackdoorpoisoningadversarial-machine-learningrandom-forest
      TeX
      •
      GNU General Public License v3.0
      •3•9•0•0•Updated Oct 15, 2020Oct 15, 2020

    • py_pcap2transcription

      Public
      Transforming pcaps into flow communication trancriptions. CN contact: Félix Iglesias
      Perl
      •
      GNU General Public License v3.0
      •0•0•0•0•Updated Sep 9, 2020Sep 9, 2020

    • py_lstm-tweets

      Public
      LSTM-based classification of tweets for cybersecurity. CN contact: Félix Iglesias
      Python
      •0•0•0•0•Updated Sep 9, 2020Sep 9, 2020

    • multi-key-vector-experiments

      Public
      Experiments for attack detection with the multu-key feature vector under TLS and IPsec encryption assumptions. CN contact: Fares Meghdouri
      Python
      •
      GNU General Public License v3.0
      •1•0•0•0•Updated Aug 7, 2020Aug 7, 2020