Cyber Analytics Lab

SAGE

[TDSC 2021] IntruSion alert-driven Attack Graph Extractor. https://ieeexplore.ieee.org/document/9557854

GROOT

[ICML 2021] A fast algorithm for fitting robust decision trees. http://proceedings.mlr.press/v139/vos21a.html

FlexFringe

The FlexFringe tool for flexible learning of state machines (deterministic automata) from traces. See the paper at https://arxiv.org/abs/2203.16331

SECLEDS

[ECML 2022] SECLEDS: Sequence Clustering in Evolving Data Streams via Multiple Medoids and Medoid Voting

FlexFringe-python

Python wrapper for flexfringe

GRAMS

malpaca-pub

Network behavior discovery and behavioral profile generation. https://link.springer.com/chapter/10.1007/978-3-030-62582-5_15

ENCODE

Python package for encoding NetFlow data for network anomaly detection

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

PrivaTree

PrivaTree: An algorithm for training differentially-private decision trees

robust-relabeling

[ECML-PKDD 2022] Adversarially robust decision tree relabeling

SymLoop

A symbolic execution engine that can find errors that require many iterations through loops.

CATMA

Conformance Analysis Tool For Microservice Applications

GROOT-experiment-code

NIDS-Dataset-Quality-Evaluation

Tutorials

Tutorials for the cda-lab tools

xai-pipeline

[EuroS&P 2023] XAI pipeline in Python

BinOct

tudelft-cda-lab.github.io

https://cyber-analytics.nl/

catma.github.io

Respository to store the source code for the landing page of CATMA

dns-storage-channel-detection

FATE

Fuzzing for Adversarial examples in Tree Ensembles

msad_pipeline

Framework for detecting network anomalies on microservice achitectures

Process-Mining-Evaluation

tsp-competition-static

tudctf

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