tudelft-cda-lab Goto Github PK

binoct

catma

Conformance Analysis Tool For Microservice Applications

catma.github.io

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

dns-storage-channel-detection

encode

Python package for encoding NetFlow data for network anomaly detection

fate

Fuzzing for Adversarial examples in Tree Ensembles

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

groot-experiment-code

malpaca-pub

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

msad_pipeline

Framework for detecting network anomalies on microservice achitectures

nids-dataset-quality-evaluation

omdt

[IJCAI 2023] Optimizing decision tree policies for Markov Decision Processes (MDPs) using Mixed-Integer Linear Programming.

privatree

PrivaTree: An algorithm for training differentially-private decision trees

process-mining-evaluation

robust-relabeling

[ECML-PKDD 2022] Adversarially robust decision tree relabeling

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

symloop

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

tsp-competition-static

tudctf

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

tudelft-cda-lab.github.io

https://cyber-analytics.nl/

tutorials

Tutorials for the cda-lab tools

xai-pipeline

[EuroS&P 2023] XAI pipeline in Python