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    30 repositories

    • FlexFringe

      Public
      The FlexFringe tool for flexible learning of state machines (deterministic automata) from traces. See the paper at https://arxiv.org/abs/2203.16331
      data-sciencemachine-learningnlp-machine-learning
      data-sciencemachine-learningnlp-machine-learninggrammar-induction
      C++
      •
      GNU General Public License v3.0
      •11•26•7•3•Updated Jun 3, 2026Jun 3, 2026

    • tudelft-cda-lab.github.io

      Public
      https://cyber-analytics.nl/
      Jupyter Notebook
      •
      MIT License
      •13•0•0•1•Updated Jan 10, 2026Jan 10, 2026

    • FlexFringe_Ensemble

      Public
      A version of FlexFringe with additional code used for creating ensembles
      C++
      •0•0•0•0•Updated Dec 16, 2025Dec 16, 2025

    • SEQUENT

      Public
      Frequency-based Network Anomaly Detectiong Using State Machines
      Python
      •
      MIT License
      •0•0•0•0•Updated Mar 6, 2025Mar 6, 2025

    • PrivaTree

      Public
      PrivaTree: An algorithm for training differentially-private decision trees
      Python
      •1•2•0•0•Updated Dec 17, 2024Dec 17, 2024

    • robust-relabeling

      Public
      [ECML-PKDD 2022] Adversarially robust decision tree relabeling
      Python
      •0•2•0•0•Updated Dec 17, 2024Dec 17, 2024

    • DTPO

      Public
      Interpretable reinforcement learning using policy gradients to optimize decision trees
      Python
      •1•10•0•1•Updated Aug 21, 2024Aug 21, 2024

    • SAGE

      Public
      [TDSC 2021] IntruSion alert-driven Attack Graph Extractor. https://ieeexplore.ieee.org/document/9557854
      graphviz-dotprobabilistic-finite-state-automatastrategy-analysis
      graphviz-dotprobabilistic-finite-state-automatastrategy-analysisattack-graphalert-driven
      Python
      •
      MIT License
      •15•38•3•0•Updated Jun 28, 2024Jun 28, 2024

    • GROOT

      Public
      [ICML 2021] A fast algorithm for fitting robust decision trees. http://proceedings.mlr.press/v139/vos21a.html
      decision-treesadversarial-examples
      decision-treesadversarial-examples
      Python
      •
      MIT License
      •7•23•1•0•Updated Feb 15, 2024Feb 15, 2024

    • catma.github.io

      Public
      Respository to store the source code for the landing page of CATMA
      HTML
      •
      MIT License
      •0•0•0•0•Updated Jan 23, 2024Jan 23, 2024

    • CATMA

      Public
      Conformance Analysis Tool For Microservice Applications
      microservicesstatic-analysisdynamic-analysis
      microservicesstatic-analysisdynamic-analysissoftware-testingsoftware-debuggingconformance-analysis
      Python
      •
      MIT License
      •0•1•0•0•Updated Jan 22, 2024Jan 22, 2024

    • ENCODE

      Public
      Python package for encoding NetFlow data for network anomaly detection
      Python
      •
      MIT License
      •0•5•0•0•Updated Dec 20, 2023Dec 20, 2023

    • msad_pipeline

      Public
      Framework for detecting network anomalies on microservice achitectures
      Python
      •
      MIT License
      •0•0•0•0•Updated Nov 6, 2023Nov 6, 2023

    • SECLEDS

      Public
      [ECML 2022] SECLEDS: Sequence Clustering in Evolving Data Streams via Multiple Medoids and Medoid Voting
      python3kmedoids-clusteringstream-clustering
      python3kmedoids-clusteringstream-clustering
      Python
      •1•8•1•0•Updated Oct 19, 2023Oct 19, 2023

    • tudctf

      Public
      Hacking challenges from TU Delft's annual CTF competition: TUDCTF
      Nim
      •0•1•0•0•Updated Oct 13, 2023Oct 13, 2023

    • FlexFringe-python

      Public
      Python wrapper for flexfringe
      Python
      •
      GNU Affero General Public License v3.0
      •1•4•0•0•Updated Aug 29, 2023Aug 29, 2023

    • xai-pipeline

      Public
      [EuroS&P 2023] XAI pipeline in Python
      pythonxai
      pythonxai
      Jupyter Notebook
      •
      MIT License
      •1•4•2•2•Updated Jul 25, 2023Jul 25, 2023

    • SymLoop

      Public
      A symbolic execution engine that can find errors that require many iterations through loops.
      Java
      •0•2•0•0•Updated Apr 20, 2023Apr 20, 2023

    • OMDT

      Public
      [IJCAI 2023] Optimizing decision tree policies for Markov Decision Processes (MDPs) using Mixed-Integer Linear Programming.
      Python
      •2•4•0•1•Updated Jan 30, 2023Jan 30, 2023

    • malpaca-pub

      Public
      Network behavior discovery and behavioral profile generation. https://link.springer.com/chapter/10.1007/978-3-030-62582-5_15
      pcapclusteringdtw
      pcapclusteringdtwbehavior-analysisprofiles
      Python
      •
      MIT License
      •1•5•0•0•Updated Jan 12, 2023Jan 12, 2023

    • tsp-competition-static

      Public
      HTML
      •0•0•0•0•Updated May 30, 2022May 30, 2022

    • GROOT-experiment-code

      Public
      Python
      •0•0•0•0•Updated Apr 8, 2022Apr 8, 2022

    • ROCT

      Public
      [AAAI 2022] Robust Optimal Classification Trees Against Adversarial Examples
      Python
      •
      MIT License
      •2•4•1•0•Updated Mar 7, 2022Mar 7, 2022

    • NIDS-Dataset-Quality-Evaluation

      Public
      Jupyter Notebook
      •
      MIT License
      •1•1•0•0•Updated Aug 17, 2021Aug 17, 2021

    • dns-storage-channel-detection

      Public
      Python
      •
      MIT License
      •0•0•0•0•Updated Jul 16, 2021Jul 16, 2021

    • FATE

      Public
      Fuzzing for Adversarial examples in Tree Ensembles
      Python
      •
      MIT License
      •0•0•0•0•Updated Jul 3, 2021Jul 3, 2021

    • Process-Mining-Evaluation

      Public
      Java
      •
      GNU General Public License v3.0
      •0•0•0•0•Updated Jun 28, 2021Jun 28, 2021

    • Tutorials

      Public
      Tutorials for the cda-lab tools
      2•1•0•1•Updated Jan 8, 2021Jan 8, 2021

    • GRAMS

      Public
      Python
      •
      Other
      •0•5•0•0•Updated Nov 13, 2020Nov 13, 2020

    • BinOct

      Public
      Python
      •0•0•0•0•Updated Sep 11, 2020Sep 11, 2020
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