Artificial Intelligence (AI) has become an invaluable asset to many industries, offering revolutionary capabilities in analysis and prediction. However, with this technological revolution comes a growing concern: the security of AI models. Companies invest heavily in the development of their algorithms, but how can their protection against prying eyes and Lire la suite…
After working at xBrain, Thibault Maho started a Ph.D. whose title you may not understand: « Input Space Exploration for the security of neural network models ». However, his research works impact directly the trust you can have in artificial intelligence systems. Can you describe your research to a non-specialist? Neural networks Lire la suite…
What is a model and why do we care? Machine learning models are the results of highly complex computations and optimization over a massive amount of data. Data is the fuel of a machine learning algorithm. Due to privacy regulations, lack of sensors, or non-digitalization, it can be incredibly hard Lire la suite…