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TÜV® AI Conference

Berlin, 5. Oktober 2020

BSI-VdTÜV AI Forum am 6. Oktober

Am Tag nach der TÜV® AI Conference ging es bei uns gleich weiter mit der nächsten Veranstaltung zu Künstlicher Intelligenz. Gemeinsam mit dem BSI und Fraunhofer richteten wir den englischsprachigen Workshop "Auditing AI-Systems: From Basics to Applications" aus.

Agenda

October 6th 2020, 9-16h
 
9:00 AM

Welcome Note

9.15 am

Session 1: Life-Cycle and Interpretability


> BSI DI11 (Bonn, Germany): Life-Cycle of AI systems
> Wojciech Samek (Fraunhofer HHI, Berlin, Germany): From local to global interpretations of DNNs
> Barbara Hammer (Bielefeld University, Germany): Online Learning in the Presence of Drift
10.45 am

Coffee Break

11.00 am

Session 2: Attack and Defense


> Battista Biggio (University of Cagliari, Italy): Adversarial Machine Learning
> Aleksander Madry (MIT, Cambridge, MA, USA): Backdoor Attacks on DNNs
> Jan Hendrik Metzen (Bosch Center for Artificial Intelligence, Stuttgart, Germany): Detection of and Defenses against Attacks on DNNs
12.30
Lunch
1.30 pm

Session 3: Auditing and Standardization of AI-Applications


> Maximilian Poretschkin (Fraunhofer IAIS, Sankt Augustin, Germany): Overview of AI standardization activities worldwide
> Heidy Khlaaf (Adelard LLP, London, GB): Auditingsafety-critical AI systems
> Martin Vechev (ETH and LatticeFlow, Zürich, Switzerland): Verification of AI Systems
3.15 pm

Panel discussion


Short summary of sessions, listing of open questions, towards auditability of AI systems - further actions and priorities (roadmap)
4:00 PM

End of the workshop