Chair of Data Science and Data Engineering @ TU Dortmund
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data-generation data-generation Public
The repository provides a synthetic multivariate time series data generator. The implementation is an extention of the cylinder-bell-funnel time series data generator. The scipt enables synthetic d…
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fexum-frontend fexum-frontend Public
Framework for Exploring and Understanding Multivariate Correlations
CoffeeScript 4
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Repositories
- DeepADoTS Public
Repository of the paper "A Systematic Evaluation of Deep Anomaly Detection Methods for Time Series".
- SYRAN Public
SYRAN (SYmbolic Regression for unsupervised ANomaly detection) learns an ensemble of human-readable equations that describe symbolic invariants: functions that are approximately constant on normal data.
- SEAN Public
- DEAN Public
- Certainty-Attacks Public
This repo shows the code for our paper "Certainty attacks using explainability preprocessing". We show that metrics such as certainty that are often used for adversarial attack detection can be easily manipulated by incorporating even simple XAI techniques.
- slidshaps Public
- ProtoAD Public
- STAD Public
- CETS Public
- PalletEns Public
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