Assessing Trustworthiness of AI Training Dataset using Subjective Logic -- A Use Case on Bias

Koffi Ismael Ouattara, Ioannis Krontiris, Theo Dimitrakos +1

As AI systems increasingly rely on training data, assessing dataset trustworthiness has become critical, particularly for properties like fairness or bias that emerge at the datase…