Repositories list

• 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+ 1grammar-induction

  C++

  •

  GNU General Public License v3.0

  •2•16•13•1•Updated Nov 21, 2024Nov 21, 2024

• DTPO

  Public
  Interpretable reinforcement learning using policy gradients to optimize decision trees

  Python

  •0•2•0•0•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+ 2attack-graphalert-driven

  Python

  •

  MIT License

  •14•33•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

  Python

  •

  MIT License

  •8•22•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+ 3software-testingsoftware-debuggingconformance-analysis

  Python

  •

  MIT License

  •0•1•0•0•Updated Jan 22, 2024Jan 22, 2024

• tudelft-cda-lab.github.io

  Public
  https://cyber-analytics.nl/

  Jupyter Notebook

  •

  MIT License

  •15•0•0•1•Updated Jan 5, 2024Jan 5, 2024

• ENCODE

  Public
  Python package for encoding NetFlow data for network anomaly detection

  Python

  •

  MIT License

  •0•3•0•0•Updated Dec 20, 2023Dec 20, 2023

• PrivaTree

  Public
  PrivaTree: An algorithm for training differentially-private decision trees

  Python

  •1•2•0•0•Updated Dec 8, 2023Dec 8, 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

  Python

  •1•6•1•0•Updated Oct 19, 2023Oct 19, 2023

• tudctf

  Public
  Hacking challenges from TU Delft's annual CTF competition: TUDCTF

  Nim

  •0•0•0•0•Updated Oct 13, 2023Oct 13, 2023

• FlexFringe-python

  Public
  Python wrapper for flexfringe

  Python

  •

  GNU Affero General Public License v3.0

  •2•5•0•1•Updated Aug 29, 2023Aug 29, 2023

• xai-pipeline

  Public
  [EuroS&P 2023] XAI pipeline in Python

  pythonxai

  Jupyter Notebook

  •

  MIT License

  •1•3•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

  •1•3•0•0•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

  clusteringbehavior-analysisprofiles+ 2pcapdtw

  Python

  •

  MIT License

  •1•5•0•0•Updated Jan 12, 2023Jan 12, 2023

• robust-relabeling

  Public
  [ECML-PKDD 2022] Adversarially robust decision tree relabeling

  Python

  •0•2•0•0•Updated Jul 1, 2022Jul 1, 2022

• 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

  0•1•0•0•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