Pinned Repositories
FlexFringe
The FlexFringe tool for flexible learning of state machines (deterministic automata) from traces. See the paper at https://arxiv.org/abs/2203.16331
FlexFringe-python
Python wrapper for flexfringe
GRAMS
GROOT
[ICML 2021] A fast algorithm for fitting robust decision trees. http://proceedings.mlr.press/v139/vos21a.html
malpaca-pub
Network behavior discovery and behavioral profile generation. https://link.springer.com/chapter/10.1007/978-3-030-62582-5_15
OMDT
[IJCAI 2023] Optimizing decision tree policies for Markov Decision Processes (MDPs) using Mixed-Integer Linear Programming.
ROCT
[AAAI 2022] Robust Optimal Classification Trees Against Adversarial Examples
SAGE
[TDSC 2021] IntruSion alert-driven Attack Graph Extractor. https://ieeexplore.ieee.org/document/9557854
SECLEDS
[ECML 2022] SECLEDS: Sequence Clustering in Evolving Data Streams via Multiple Medoids and Medoid Voting
Tutorials
Tutorials for the cda-lab tools
Cyber Analytics Lab's Repositories
tudelft-cda-lab/SAGE
[TDSC 2021] IntruSion alert-driven Attack Graph Extractor. https://ieeexplore.ieee.org/document/9557854
tudelft-cda-lab/GROOT
[ICML 2021] A fast algorithm for fitting robust decision trees. http://proceedings.mlr.press/v139/vos21a.html
tudelft-cda-lab/FlexFringe
The FlexFringe tool for flexible learning of state machines (deterministic automata) from traces. See the paper at https://arxiv.org/abs/2203.16331
tudelft-cda-lab/SECLEDS
[ECML 2022] SECLEDS: Sequence Clustering in Evolving Data Streams via Multiple Medoids and Medoid Voting
tudelft-cda-lab/FlexFringe-python
Python wrapper for flexfringe
tudelft-cda-lab/GRAMS
tudelft-cda-lab/malpaca-pub
Network behavior discovery and behavioral profile generation. https://link.springer.com/chapter/10.1007/978-3-030-62582-5_15
tudelft-cda-lab/ENCODE
Python package for encoding NetFlow data for network anomaly detection
tudelft-cda-lab/OMDT
[IJCAI 2023] Optimizing decision tree policies for Markov Decision Processes (MDPs) using Mixed-Integer Linear Programming.
tudelft-cda-lab/ROCT
[AAAI 2022] Robust Optimal Classification Trees Against Adversarial Examples
tudelft-cda-lab/PrivaTree
PrivaTree: An algorithm for training differentially-private decision trees
tudelft-cda-lab/robust-relabeling
[ECML-PKDD 2022] Adversarially robust decision tree relabeling
tudelft-cda-lab/CATMA
Conformance Analysis Tool For Microservice Applications
tudelft-cda-lab/GROOT-experiment-code
tudelft-cda-lab/NIDS-Dataset-Quality-Evaluation
tudelft-cda-lab/Tutorials
Tutorials for the cda-lab tools
tudelft-cda-lab/xai-pipeline
[EuroS&P 2023] XAI pipeline in Python
tudelft-cda-lab/BinOct
tudelft-cda-lab/tudelft-cda-lab.github.io
https://cyber-analytics.nl/
tudelft-cda-lab/catma.github.io
Respository to store the source code for the landing page of CATMA
tudelft-cda-lab/dns-storage-channel-detection
tudelft-cda-lab/FATE
Fuzzing for Adversarial examples in Tree Ensembles
tudelft-cda-lab/msad_pipeline
Framework for detecting network anomalies on microservice achitectures
tudelft-cda-lab/Process-Mining-Evaluation
tudelft-cda-lab/SymLoop
A symbolic execution engine that can find errors that require many iterations through loops.
tudelft-cda-lab/tsp-competition-static
tudelft-cda-lab/tudctf
Hacking challenges from TU Delft's annual CTF competition: TUDCTF