Search Results for author: Anindya Maiti

Found 4 papers, 0 papers with code

Towards a Game-theoretic Understanding of Explanation-based Membership Inference Attacks

no code implementations10 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.

A Game-theoretic Understanding of Repeated Explanations in ML Models

no code implementations5 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.

Zoom on the Keystrokes: Exploiting Video Calls for Keystroke Inference Attacks

no code implementations22 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.

A Game-Theoretic Analysis of Shard-Based Permissionless Blockchains

no code implementations19 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

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