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09/21/2023
Predictability and Comprehensibility in Post-Hoc XAI Methods: A User-Centered Analysis
Post-hoc explainability methods aim to clarify predictions of black-box ...
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10/14/2022
Autoencoder based Anomaly Detection and Explained Fault Localization in Industrial Cooling Systems
Anomaly detection in large industrial cooling systems is very challengin...
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05/30/2022
Machine Learning Methods for Health-Index Prediction in Coating Chambers
Coating chambers create thin layers that improve the mechanical and opti...
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05/27/2022
How to Peel a Million: Validating and Expanding Bitcoin Clusters
One of the defining features of Bitcoin and the thousands of cryptocurre...
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11/05/2021
Disentangling Decentralized Finance (DeFi) Compositions
We present the first study on compositions of Decentralized Finance (DeF...
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10/08/2021
Minimal-Configuration Anomaly Detection for IIoT Sensors
The increasing deployment of low-cost IoT sensor platforms in industry b...
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09/21/2021
Pinpointing and Measuring Wasabi and Samourai CoinJoins in the Bitcoin Ecosystem
We present a first measurement study on two popular wallets with built-i...
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02/26/2021
GraphSense: A General-Purpose Cryptoasset Analytics Platform
There is currently an increasing demand for cryptoasset analysis tools a...
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12/11/2020
The Future is Big Graphs! A Community View on Graph Processing Systems
Graphs are by nature unifying abstractions that can leverage interconnec...
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10/23/2020
Bitcoin Trading is Irrational! An Analysis of the Disposition Effect in Bitcoin
Investors tend to sell their winning investments and hold onto their los...
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07/01/2020
Cross-Layer Deanonymization Methods in the Lightning Protocol
Payment channel networks (PCNs) have emerged as a promising alternative ...
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01/24/2020
All that Glitters is not Bitcoin – Unveiling the Centralized Nature of the BTC (IP) Network
Blockchains are typically managed by peer-to-peer (P2P) networks providi...
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01/13/2020
Stake Shift in Major Cryptocurrencies: An Empirical Study
In the proof-of-stake (PoS) paradigm for maintaining decentralized, perm...
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01/06/2020
Identifying Historical Travelogues in Large Text Corpora Using Machine Learning
Travelogues represent an important and intensively studied source for sc...
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08/02/2019
Spams meet Cryptocurrencies: Sextortion in the Bitcoin Ecosystem
In the past year, a new spamming scheme has emerged: sexual extortion me...
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06/28/2019
Safeguarding the Evidential Value of Forensic Cryptocurrency Investigations
Analyzing cryptocurrency payment flows has become a key forensic method ...
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05/15/2019
A Deep Dive into Bitcoin Mining Pools: An Empirical Analysis of Mining Shares
Miners play a key role in cryptocurrencies such as Bitcoin: they invest ...
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04/16/2019
Predicting Time-to-Failure of Plasma Etching Equipment using Machine Learning
Predicting unscheduled breakdowns of plasma etching equipment can reduce...
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12/06/2018
An Empirical Analysis of Monero Cross-Chain Traceability
Monero is a privacy-centric cryptocurrency that makes payments untraceab...
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04/11/2018
Ransomware Payments in the Bitcoin Ecosystem
Ransomware can prevent a user from accessing a device and its files unti...
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03/08/2018