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Nils Ole Tippenhauer

Researcher at Singapore University of Technology and Design

Publications -  63
Citations -  2034

Nils Ole Tippenhauer is an academic researcher from Singapore University of Technology and Design. The author has contributed to research in topics: Industrial control system & Computer science. The author has an hindex of 17, co-authored 54 publications receiving 1354 citations.

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A Survey of Physics-Based Attack Detection in Cyber-Physical Systems

TL;DR: Previous work on physics-based anomaly detection based on a unified taxonomy that allows us to identify limitations and unexplored challenges and to propose new solutions is reviewed.
Posted Content

Detection of Unauthorized IoT Devices Using Machine Learning Techniques

TL;DR: Random Forest, a supervised machine learning algorithm, was applied to features extracted from network traffic data with the aim of accurately identifying IoT device types from the white list, achieving perfect detection of unauthorized IoT devicetypes and perfect classification of white listed types.