Search Results - "Shrivastava, Nivedita"
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PC-ILP: A Fast and Intuitive Method to Place Electric Vehicle Charging Stations in Smart Cities
Published in Smart cities (Basel) (01-11-2023)“…The widespread use of electric vehicles necessitates meticulous planning for the placement of charging stations (CSs) in already crowded cities so that they…”
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Journal Article -
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Towards an Optimal Countermeasure for Cache Side-Channel Attacks
Published in IEEE embedded systems letters (03-08-2022)“…In the last 15 years, we have witnessed a never ending arm's race between the attacker and the defender with respect to cache-based side-channel attacks. We…”
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Securator: A Fast and Secure Neural Processing Unit
Published in 2023 IEEE International Symposium on High-Performance Computer Architecture (HPCA) (01-02-2023)“…Securing deep neural networks (DNNs) is a problem of significant interest since an ML model incorporates high-quality intellectual property, features of data…”
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Conference Proceeding -
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Toward an Optimal Countermeasure for Cache Side-Channel Attacks
Published in IEEE embedded systems letters (01-09-2023)“…In the last 15 years, we have witnessed a never-ending arm’s race between the attacker and the defender with respect to cache-based side-channel attacks. We…”
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Journal Article -
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A survey of hardware architectures for generative adversarial networks
Published in Journal of systems architecture (01-09-2021)“…Recent years have witnessed a significant interest in the “generative adversarial networks” (GANs) due to their ability to generate high-fidelity data. Many…”
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Journal Article -
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PredStereo: An Accurate Real-time Stereo Vision System
Published in 2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (01-01-2022)“…Stereo vision algorithms are important building blocks of self-driving applications. The two primary requirements of a self-driving vehicle are real-time…”
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Conference Proceeding -
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NeuroPlug: Plugging Side-Channel Leaks in NPUs using Space Filling Curves
Published 18-07-2024“…Securing deep neural networks (DNNs) from side-channel attacks is an important problem as of today, given the substantial investment of time and resources in…”
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Journal Article -
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SparseLock: Securing Neural Network Models in Deep Learning Accelerators
Published 05-11-2023“…Securing neural networks (NNs) against model extraction and parameter exfiltration attacks is an important problem primarily because modern NNs take a lot of…”
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SecOComp: A Fast and Secure Simultaneous Compression and Encryption Scheme
Published 12-06-2023“…We live in a data-driven era that involves the generation, collection and processing of a massive amount of data. This data often contains valuable…”
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SecScale: A Scalable and Secure Trusted Execution Environment for Servers
Published 18-07-2024“…Trusted execution environments (TEEs) are an integral part of modern secure processors. They ensure that their application and code pages are confidential,…”
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Seculator: A Fast and Secure Neural Processing Unit
Published 19-04-2022“…Securing deep neural networks (DNNs) is a problem of significant interest since an ML model incorporates high-quality intellectual property, features of data…”
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Journal Article