Tarek’s expertise lies at the intersection between Artificial Intelligence and Cognitive Science where he is interested in a broad range of topics ranging from computational creativity to trustworthy AI. Before joining Sony AI, Tarek worked across different industries and in academia, among others as Head of Strategic AI at DEKRA DIGITAL (the digital innovation unit of the testing and certification multinational DEKRA), as CTO at Neurocat (a Berlin-based AI safety startup), as Chief Science Officer at Alpha Health (Telefonica’s digital health moonshot project), and as Lecturer/Assistant Professor in Data Science at City, University of London.
My work at Sony AI aims to bridge cutting-edge AI research and the people who use our technology. I want to enable future AI systems to address users in more and different ways than it currently does, offering new sensory experiences and entertainment possibilities and inspiring people to use AI to realize their creative potential to the fullest.
Machine Learning Security in Industry: A Quantitative Survey
Despite the large body of academic work on machine learning security, little is known about the occurrence of attacks on machine learning systems in the wild. In this paper, we report on a quantitative study with 139 industrial practitioners. We analyze attack occurrence and…
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