N
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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Journal ArticleDOI
A Survey of Physics-Based Attack Detection in Cyber-Physical Systems
Jairo Giraldo,David I. Urbina,Alvaro A. Cardenas,Junia Valente,Mustafa Amir Faisal,Justin Ruths,Nils Ole Tippenhauer,Henrik Sandberg,Richard Candell +8 more
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
Decentralized Privacy-Preserving Proximity Tracing
Carmela Troncoso,Mathias Payer,Jean-Pierre Hubaux,Marcel Salathé,James R. Larus,Edouard Bugnion,Wouter Lueks,Theresa Stadler,Apostolos Pyrgelis,Daniele Antonioli,Ludovic Barman,Sylvain Chatel,Kenneth G. Paterson,Srdjan Capkun,David Basin,Jan Beutel,Dennis Jackson,Marc Roeschlin,Patrick Leu,Bart Preneel,Nigel P. Smart,Aysajan Abidin,Seda Gürses,Michael Veale,Cas Cremers,Michael Backes,Nils Ole Tippenhauer,Reuben Binns,Ciro Cattuto,Alain Barrat,Dario Fiore,Manuel Barbosa,Rui Oliveira,José Pereira +33 more
TL;DR: This system, referred to as DP3T, provides a technological foundation to help slow the spread of SARS-CoV-2 by simplifying and accelerating the process of notifying people who might have been exposed to the virus so that they can take appropriate measures to break its transmission chain.
Posted Content
Detection of Unauthorized IoT Devices Using Machine Learning Techniques
Yair Meidan,Michael Bohadana,Asaf Shabtai,Martín Ochoa,Nils Ole Tippenhauer,Juan Guarnizo,Yuval Elovici +6 more
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.
Journal Article
Decentralized Privacy-Preserving Proximity Tracing
Carmela Troncoso,Mathias Payer,Jean-Pierre Hubaux,Marcel Salathé,James R. Larus,Wouter Lueks,Theresa Stadler,Apostolos Pyrgelis,Daniele Antonioli,Ludovic Barman,Sylvain Chatel,Kenneth G. Paterson,Srdjan Capkun,David Basin,Jan Beutel,Dennis Jackson,Marc Roeschlin,Patrick Leu,Bart Preneel,Nigel P. Smart,Aysajan Abidin,Seda Gürses,Michael Veale,Cas Cremers,Michael Backes,Nils Ole Tippenhauer,Reuben Binns,Ciro Cattuto,Alain Barrat,Dario Fiore,Manuel Barbosa,Rui Oliveira,José Pereira +32 more
TL;DR: In this article, the authors describe and analyze a system for secure and privacy-preserving proximity tracing at large scale, which aims to minimise privacy and security risks for individuals and communities and guarantee the highest level of data protection.
Journal ArticleDOI
Battle of the Attack Detection Algorithms: Disclosing Cyber Attacks on Water Distribution Networks
Riccardo Taormina,Stefano Galelli,Nils Ole Tippenhauer,Elad Salomons,Avi Ostfeld,Demetrios G. Eliades,Mohsen Aghashahi,Raanju R. Sundararajan,Mohsen Pourahmadi,M. Katherine Banks,Bruno Melo Brentan,Enrique Campbell,Gustavo Meirelles Lima,Daniel Manzi,David Ayala-Cabrera,Manuel Herrera,Idel Montalvo,Joaquín Izquierdo,Edevar Luvizotto,Sarin E. Chandy,Amin Rasekh,Zachary A. Barker,Bruce Campbell,M. Ehsan Shafiee,Marcio Giacomoni,Nikolaos Gatsis,Ahmad F. Taha,Ahmed A. Abokifa,Kelsey Haddad,Cynthia S. Lo,Pratim Biswas,M. Fayzul K. Pasha,Bijay Kc,Saravanakumar Lakshmanan Somasundaram,Mashor Housh,Ziv Ohar +35 more
TL;DR: The BATtle of the Attack Detection ALgorithms (BATADAL) is the most recent competition on planning and management of water networks undertaken within the Water Distribution Systems Analysis...