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Meeting Host |
Elmootazbellah Elnozahy, KAUST, SA |
Program-at-a-Glance and Contents
Workshop
AI and Dependability: And the Twain Shall Meet
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Workshop |
Elmootazbellah Elnozahy, KAUST, SA Marco Vieira, University of Coimbra, PT Karthik Pattabiraman, University of British Columbia, CA |
Workshop
AI and Dependability: And the Twain Shall Meet
January 20-22, 2022 (Thursday to Saturday)
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14:00 Meeting Start: Introduction to the Meeting and Workshop Karthik Pattabiraman, University of British Columbia, CA |
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Day 1 - Session 1: Software Engineering and Testing
Chair: Yair Amir, Johns Hopkins University, US
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14:10 Software Dependability Modeling with A Data-Driven AI Paradigm Michael Lyu, CUHK, Hong Kong |
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14:50 Trustworthy Machine Learning-Enabled Systems Lionel Briand, University of Ottawa, CA |
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Day 1 - Session 2: Self-Driving Cars and Safety
Chair: Cristina Nita-Rotaru, Northeastern University, US
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15:40 Can we Rely on Self-Driving Cars? Evaluation and Mitigation of Neutron-Induced Errors in Convolutional Neural Networks for Autonomous Vehicles |
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16:20 Safety-critical Systems with Machine Learning Components: Challenges and Solutions |
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Day 2 - Session 1: Safety and other considerations
Chair: Lorenzo Strigini, City University, London, GB
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14:00 Integrating Physiological Monitoring in the Industry |
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14:40 What Safety Challenges for Autonomous Systems Would Benefit from Research? |
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Day 2 - Session 2: Summary and Free Form Discussion
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Day 1 - Session 1 |
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Day 1 - Session 2 |
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Day 2 - Session 1 |
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Autonomous Vehicles: Safety Measures and Benchmarks for Perception & Cognition Functions |
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Trust & Governance for Autonomous Vehicle Deployment (video) |
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The Threat of AI Driven Smart Malware |
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Daubert Meets Dependability |
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The State of the IFIP WG 10.4 |
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IFIP WG 10.4 - (Draft of) Ideas for the Future |
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