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cs.LG2021
Multi-concept adversarial attacks
Vibha Belavadi, Yan Zhou, Murat Kantarcioglu +1
As machine learning (ML) techniques are being increasingly used in many applications, their vulnerability to adversarial attacks becomes well-known. Test time attacks, usually laun…
cs.LG2021
Improving Fairness of AI Systems with Lossless De-biasing
Yan Zhou, Murat Kantarcioglu, Chris Clifton
In today's society, AI systems are increasingly used to make critical decisions such as credit scoring and patient triage. However, great convenience brought by AI systems comes wi…