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SUMMARY:Vortrag von Prof. Riccardo Ferrari 
DESCRIPTION:Prof. Riccardo Ferrari\nFaculty of Mechanical Engineering\nDelft University of Technology\nDelft, Netherlands\n\n\n  \nTuesday 2024-07-09 4 p.m.\nIST Seminar Room 2.255 - Pfaffenwaldring 9 - Campus Stuttgart-Vaihingen  \nAbstract\nCritical infrastructures such as power grids, communication and energy networks, industrial\nprocesses such as nuclear or chemical plants, autonomous transportation systems or robots.\nThese are examples of systems for which safety and resiliency should be an integral part of their\ndesign. In this talk we will initially present how we can use mathematical and machine learning\nmodels to detect anomalies such as faults or cyber-attacks. The key role of uncertainty in making\nthis task challenging will be introduced, and fundamental limitations between robustness to false\nalarms and detection sensitivity will be discussed.\nClassical model-based anomaly detection algorithms, anyway, are unable to detect crafty,\nadversarial cyber-attacks. Such attacks are called “stealthy” and include man in the middle attacks\nsuch as false data injection, routing and replay attacks. Watermarking is one possible approach to\nmake such attacks detectable, by introducing a mismatch between defender’s and the attacker's\nknowledge. After introducing a linear multiplicative solution to watermarking, we delve into recent\ndevelopments on homomorphic encryption, as a more computational intensive but highly promising\nsolution.  \nBiographical Information\nRiccardo M.G. Ferrari is a Marie Curie Alumnus and an Associate Professor in Fault Tolerant\nControl at the Delft Center for Systems and Control, within the Faculty of Mechanical Engineering\n(ME) at Delft University of Technology, The Netherlands. He investigates how to make dynamical\nsystems safe and resilient against faults, malicious cyber-attacks, and degradation phenomena,\nfighting uncertainty while doing so. His research is applied to problems in wind energy, in the\naerospace and in the automotive sectors, for electric and cooperative autonomous vehicles. He\nreceived the “Laurea” degree (Cum Laude and printing honours) in Electronic Engineering in 2004 and\nthe Ph.D. degree in Information Engineering in 2009, both from the University of Trieste, Italy. He\nis the recipient of the 2005 Giacomini Award of the Italian Acoustic Society, and has authored and\nco-authored over 100 papers published in international peer-reviewed journals and conference\nproceedings. He covered a unique career path that led him to hold both academical and industrial\nR&D positions, as researcher and executive manager in the field of process instrumentation and\ncontrol for the steelmaking sector.\nIn 2005 he earned a B.A. in Classical Piano from the “G. Tartini” Conservatory of Music of\nTrieste (Italy).\n\n\n\n  \n   
DTSTART;TZID=Europe/Berlin;VALUE=DATE:20240709
URL;VALUE=URI:https://www.ist.uni-stuttgart.de/de/veranstaltungen/Vortrag-von-Prof.-Riccardo-Ferrari/
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