Search Results for author: Martin Henze

Found 2 papers, 2 papers with code

A False Sense of Security? Revisiting the State of Machine Learning-Based Industrial Intrusion Detection

1 code implementation18 May 2022 Dominik Kus, Eric Wagner, Jan Pennekamp, Konrad Wolsing, Ina Berenice Fink, Markus Dahlmanns, Klaus Wehrle, Martin Henze

Anomaly-based intrusion detection promises to detect novel or unknown attacks on industrial control systems by modeling expected system behavior and raising corresponding alarms for any deviations. As manually creating these behavioral models is tedious and error-prone, research focuses on machine learning to train them automatically, achieving detection rates upwards of 99%.

BIG-bench Machine Learning Intrusion Detection

How to Securely Prune Bitcoin's Blockchain

1 code implementation15 Apr 2020 Roman Matzutt, Benedikt Kalde, Jan Pennekamp, Arthur Drichel, Martin Henze, Klaus Wehrle

Bitcoin was the first successful decentralized cryptocurrency and remains the most popular of its kind to this day.

Cryptography and Security Networking and Internet Architecture

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