Certifiers make neural networks vulnerable to availability attacks

To achieve reliable, robust, and safe AI systems, it is vital to implement fallback strategies when AI predictions cannot be trusted. Certifiers for neural networks are a reliable way to check the robustness of these predictions. They guarantee for some predictions that a certain class of manipulati...

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Bibliografiske detaljer
Main Authors: Lorenz, T, Kwiatkowska, M, Fritz, M
Format: Conference item
Sprog:English
Udgivet: Association for Computing Machinery 2023