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SUMMARY:CISPA DLS/ Lejla Batina: Beyond Physical: Revisiting the Interplay of Side-channel analysis and AI
URL:https://cispa-de.zoom-x.de/j/62027159245?pwd=djgrdkpEZjZCYXhBSTVFZTE4dVNzdz09
DESCRIPTION:Side-channel analysis has changed the field of cryptography and security and it became the most common cause of real-world security applications failing today. In this talk we give an overview of side-channel attacks on implementations of cryptography and countermeasures. We discuss the ways Machine learning and AI changed the side-channel analysis landscape and attackers’ capabilities in particular. We survey several examples of AI assisting with leakage assessment and discuss the impact of AI on the field and security evaluations in particular. We also describe the way side-channel analysis threatens AI implementations e.g. neural nets architectures that are commonly used in practice. In the end\, we identify some avenues for future research.\n\nShort Bio: \nLejla Batina received her M.Sc. degree in Mathematics from the University of Zagreb\, Croatia in 1995. She also studied and worked as a research assistant at Eindhoven University of Technology where she got her PDEng (Professional doctorate in Engineering) degree in Mathematics for Industry - in 2001. Her PDEng thesis was about power analysis attacks on implementations of Elliptic Curves Cryptography (ECC). In addition\, she spent 9 months as a visiting researcher at the Institute for Experimental Mathematics in Essen\, Germany.\n\nAfter graduation she worked as a cryptographer for Pijnenburg - Securealink\, in Vught\, The Netherlands (later SafeNet\, BV) until December\, 2003. She got her Ph.D. degree from KU Leuven\, Belgium in 2005. The title of her Ph.D. thesis was “Arithmetic and Architectures for Secure Hardware Implementations of Public-Key Cryptography” and was promoted by Prof. Bart Preneel and Prof. Ingrid Verbauwhede. She was a postdoctoral researcher at the COSIC group\, at K.U. Leuven 2006-2009.\n\nIn Aug. 2009 she became an assistant and in 2014 associate professor in the Digital Security (DiS) group of the Computing Science Department at the Radboud University. In 2017 they promoted her to a full professor of security of embedded devices.\n\nThe talk will take place in a hybrid mode with a physical presence in the Bernd Therre lecture hall at CISPA and via Zoom:\n\nhttps://cispa-de.zoom-x.de/j/62027159245?pwd=djgrdkpEZjZCYXhBSTVFZTE4dVNzdz09\nID: 620 2715 9245\nPasscode: j14L8*
LOCATION:CISPA 0 - Stuhlsatzenhaus 5 - Bernd Therre lecture hall 0.05
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