CANS_AI

ABOUT CANS-AI

A workshop on:

Artificial Intelligence and Automation in Cryptography and Network Security
Security of Artificial Intelligence

In recent years, the interplay between artificial intelligence (AI) and security is becoming more prominent and important. This comes naturally because of the need to improve security more efficiently. One specific domain of security that steadily receives more AI applications is cryptography. We already see how AI techniques can improve implementation attacks, attacks on PUFs, hardware Trojan detection, etc.

Besides AI's role in cryptography, we believe cryptography for AI to be an emerging and important topic. As we can see an increasing number of attacks on AI systems, one possible research direction could be to investigate which cryptographic techniques can be used to mitigate such threats.

We aim to gather researchers from academia and industry that work on various aspects of cryptography, network security and AI to share their experience and discuss how to strengthen the collaboration.

PROGRAM

Time	Activity
09:00 - 09:30	Registration
09:30 - 09:45	Welcome and info
09:45 - 10:45	Title - Artificial Intelligence Methods for Cryptanalysis: Survey and Current Directions Keynote talk 1 - Aaron Gohr (online)
10:45 - 11:10	Break
11:10 - 11:55	Title - AI and Optimization Techniques for Cryptanalysis Invited talk - David Gerault
11:55 - 12:40	Title - Leaking AI: A Look into Physical Attacks on EdgeML Devices Invited talk - Shivam Bhasin
12:40 - 13:45	Lunch
13:45 - 14:45	Title: Pushing the Frontiers of Federated Learning: From Security Applications to Mitigation of Poisoning Attack Keynote talk 2 - Ahmad-Reza Sadeghi
14:45 - 15:10	Break
15:10 - 15:55	Title - High-throughput network intrusion detection based on deep learning Invited talk - Nele Mentens
15:55 - 16:40	Title - On the Explainability of Deep Learning-based Side-channel Analysis Invited talk - Stjepan Picek
16:40 - 17:10	Panel discussion

Moderators: Emanuele Bellini , Lejla Batina

ORGANIZERS

Lejla Batina

Full Professor
Radboud University

Stjepan Picek

Associate Professor
Radboud University

Emanuele Bellini

Director of Cryptography
Technology Innovation Institute

Ana Castillo

Cryptography Research Center
Technology Innovation Institute

REGISTRATIONS

Registration Closed