to the 1ˢᵗ Huawei Innovation Workshop on Artificial Intelligence for Cyber-Security.

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External Links:

Full Agenda Speakers Networking Corner Workshop Website


Time (CEST)


9:00 - 9:05Welcome
9:05 - 9:10Opening Remarks
Ma Ye (President Security and Gateway Department, Huawei)
 Session 1
9:10 - 9:50Intriguing Properties of Adversarial ML Attacks in the Problem Space
Lorenzo Cavallaro (King's College London)
9:50 - 10:30Can you trust your GNN? -- Certifiable Robustness of Machine Learning Models for Graphs
Stephan Günnemann (TUM Informatik)
10:30 - 10:40Break
 Session 2
10:40 - 11:20Adversarial Preprocessing: Image-Scaling Attacks in Machine Learning
Konrad Rieck and Erwin Quiring (TU Braunschweig)
11:20 - 12:00Phishpedia: A Hybrid Deep Learning Based Approach to Visually Identify Phishing Webpages
Lin Yun (SoC, National University of Singapore)
12:00 - 12:40Lunch Break
 Session 3
12:40 - 13:20Large-Scale Modelling of TLS-based Servers in the Internet
Georg Carle (Technical University of Munich)
13:20 - 14:00AI-Based Cybersecurity for Autonomous Vehicles - Detecting Network Level Attacks on LiDAR Sensor Data
Girish Revadigar (Trustworthiness Technology Lab, HUAWEI Singapore Research Center)
14:00 - 14:10Break
 Session 4
14:10 - 14:50Machine Learning (for) Security: Lessons Learned and Future Challenges
Battista Biggio (University of Cagliari)
14:50 - 15:30The Security of Machine Learning in 5G Network Infrastructures
Giovanni Apruzzese (University of Liechtenstein)
15:30 - 15:40Break
 Session 5
15:40 - 16:00Fake identity detection in speech data
Nicolas Müller (Fraunhofer AISEC)
16:00 - 16:20Adversarial EXEmples: Functionality-preserving Optimization of Adversarial Windows Malware
Luca Demetrio (University of Cagliari)
16:20 - 16:40Detection of illicit cryptomining using network metadata
Michele Russo (Huawei MRC, AI4Sec)
16:40 - 17:00Concluding Remarks