157 citations · 292 across the 25 of their papers we have counts for
27 papers
Autoencoder based Anomaly Detection and Explained Fault Localization in Industrial Cooling Systems
Stephanie Holly, Robin Heel, Denis Katic +8
Anomaly detection in large industrial cooling systems is very challenging due to the high data dimensionality, inconsistent sensor recordings, and lack of labels. The state of the…
Machine Learning Methods for Health-Index Prediction in Coating Chambers
Clemens Heistracher, Anahid Jalali, Jürgen Schneeweiss +3
Coating chambers create thin layers that improve the mechanical and optical surface properties in jewelry production using physical vapor deposition. In such a process, evaporated…
How to Peel a Million: Validating and Expanding Bitcoin Clusters
George Kappos, Haaroon Yousaf, Rainer Stütz +3
One of the defining features of Bitcoin and the thousands of cryptocurrencies that have been derived from it is a globally visible transaction ledger. While Bitcoin uses pseudonyms…
Disentangling Decentralized Finance (DeFi) Compositions
Stefan Kitzler, Friedhelm Victor, Pietro Saggese +1
We present a measurement study on compositions of Decentralized Finance protocols, which aim to disrupt traditional finance and offer services on top of distributed ledgers, such a…
Minimal-Configuration Anomaly Detection for IIoT Sensors
Clemens Heistracher, Anahid Jalali, Axel Suendermann +4
The increasing deployment of low-cost IoT sensor platforms in industry boosts the demand for anomaly detection solutions that fulfill two key requirements: minimal configuration ef…
Adoption and Actual Privacy of Decentralized CoinJoin Implementations in Bitcoin
Rainer Stütz, Johann Stockinger, Bernhard Haslhofer +2
We present a first measurement study on the adoption and actual privacy of two popular decentralized CoinJoin implementations, Wasabi and Samourai, in the broader Bitcoin ecosystem…