Programme.
09:00-09:15
Opening and welcome to WAISE 2022, Organisation Committee
Keynote Talk
09:15-10:30
Title TBC
Vahid Hashemi, AUDI AG
10:30-11:00
Coffee break
Session 1: AI Safety
11:00-11:20
Safe Design of Stable Neural Networks for Fault Detection in Small UAVs
Kavya Gupta, Fateh Kaakai, Beatrice Pesquet-Popescu and Jean-Christophe Pesquet
11:20-11:40
A Neural Criticality Metric for Object Detection Deep Neural Networks
Václav Diviš, Tobias Schuster and Marek Hrúz
11:40-12:00
StaDRe and StaDRo: Reliability and Robustness Estimation of ML-based Forecasting using Statistical Distance Measures
Mohammed Naveed Akram, Akshatha Ambekar, Ioannis Sorokos, Koorosh Aslansefat and Daniel Schneider
Session 2: Advances in Safe AI (Invited talks)
12:00-12:15
12:15-12:30
TAILOR
Fredrik Heintz
12:30-13:30
Lunch break
Session 3: Advances in Safe AI (Invited talks)
13:30-13:45
Bertrand Braunschweig
13:45-14:00
SESAME: Secure and Safe Multi-Robot Systems
Simos Gerasimou
Session 4: Assurances for Autonomous Systems
14:00-14:20
A Safety Assurable Human-Inspired Perception Architecture
Rick Salay and Krzysztof Czarnecki
14:20-14:40
Object Detection With Probabilistic Guarantees: a Conformal Prediction Approach
Florence de Grancey, Jean-Luc Adam, Lucian Alecu, Sébastien Gerchinovitz, Franck Mamalet and David Vigouroux
14:40-15:00
A Novel Abstraction Framework for Neural Network Verification
Fateh Boudardara, Abderraouf Boussif, Pierre-Jean Meyer and Mohamed Ghazel
15:00-15:15
Logically Sound Arguments for the Effectiveness of ML Safety Measures
Chih-Hong Cheng, Tobias Schuster and Simon Burton
15:15-15:45
Coffee break
Session 5: Community Debate
15:45-16:45
16:45-17:00
Plenary Discussion "Towards the Last Mile in Engineering Safe AI Systems"
WAISE2022 Wrap Up