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Proceedings of the 29th ACM International Conference on Multimedia, 2021
In this workshop, we are addressing the trustworthy AI issues for Multimedia Computing. We aim to bring together researchers in the trustworthy aspects of Multimedia Computing and facilitate discussions in injecting trusts into multimedia to develop trustworthy AI techniques that are reliable and acceptable to multimedia researchers and practitioners ...
Teddy Furon +4 more
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In this workshop, we are addressing the trustworthy AI issues for Multimedia Computing. We aim to bring together researchers in the trustworthy aspects of Multimedia Computing and facilitate discussions in injecting trusts into multimedia to develop trustworthy AI techniques that are reliable and acceptable to multimedia researchers and practitioners ...
Teddy Furon +4 more
openaire +1 more source
Proceedings of the Workshop on Computation-Aware Algorithmic Design for Cyber-Physical Systems, 2021
Artificial intelligence-based (a.k.a. AI-based) controllers have received significant attentions in the past few years due to their broad applications in cyber-physical systems (CPSs) to accomplish complex control missions. However, guaranteeing safety and reliability of CPSs equipped with this kind of (uncertified) controllers is currently very ...
Abolfazl Lavaei +3 more
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Artificial intelligence-based (a.k.a. AI-based) controllers have received significant attentions in the past few years due to their broad applications in cyber-physical systems (CPSs) to accomplish complex control missions. However, guaranteeing safety and reliability of CPSs equipped with this kind of (uncertified) controllers is currently very ...
Abolfazl Lavaei +3 more
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Explainable for Trustworthy AI
2023Black-box Artificial Intelligence (AI) systems for automated decision making are often based on over (big) human data, map a user’s features into a class or a score without exposing why. This is problematic for the lack of transparency and possible biases inherited by the algorithms from human prejudices and collection artefacts hidden in the training ...
Fosca Giannotti +2 more
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AI for trustworthy security, security for trustworthy AI
2022Trustworthy operation of control systems and critical infrastructures, such as industrial control systems (ICS) or cyber physical systems (CPS) requires a secure and real-time code execution environment. Due to the importance and larger attack surfaces of these platforms, they are becoming attractive targets for malicious penetrations lead- ing to ...
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MLOps as Enabler of Trustworthy AI
2024 11th IEEE Swiss Conference on Data Science (SDS)As Artificial Intelligence (AI) systems are becoming ever more capable of performing complex tasks, their prevalence in industry, as well as society, is increasing rapidly. Adoption of AI systems requires humans to trust them, leading to the concept of trustworthy AI which covers principles such as fairness, reliability, explainability, or safety ...
Billeter, Yann +8 more
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