no code implementations • 10 Apr 2024 • Kavita Kumari, Murtuza Jadliwala, Sumit Kumar Jha, Anindya Maiti
By means of a comprehensive set of simulations of the proposed game model, we assess different factors that can impact the capability of an adversary to launch MIA in such repeated interaction settings.
no code implementations • 5 Feb 2022 • Kavita Kumari, Murtuza Jadliwala, Sumit Kumar Jha, Anindya Maiti
This paper formally models the strategic repeated interactions between a system, comprising of a machine learning (ML) model and associated explanation method, and an end-user who is seeking a prediction/label and its explanation for a query/input, by means of game theory.
no code implementations • 22 Oct 2020 • Mohd Sabra, Anindya Maiti, Murtuza Jadliwala
Due to recent world events, video calls have become the new norm for both personal and professional remote communication.
no code implementations • 19 Sep 2018 • Mohammad Hossein Manshaei, Murtuza Jadliwala, Anindya Maiti, Mahdi Fooladgar
However, one significant research gap is a lack of understanding of the strategic behavior of rational processors within committees in such shard-based consensus protocols.
Computer Science and Game Theory