Search Results for author: Pramod Bhatotia

Found 4 papers, 2 papers with code

secureTF: A Secure TensorFlow Framework

no code implementations20 Jan 2021 Do Le Quoc, Franz Gregor, Sergei Arnautov, Roland Kunkel, Pramod Bhatotia, Christof Fetzer

To tackle this challenge, we designed secureTF, a distributed secure machine learning framework based on Tensorflow for the untrusted cloud infrastructure.

BIG-bench Machine Learning Cloud Computing

Bandwidth-Aware Page Placement in NUMA

2 code implementations6 Mar 2020 David Gureya, João Neto, Reza Karimi, João Barreto, Pramod Bhatotia, Vivien Quema, Rodrigo Rodrigues, Paolo Romano, Vladimir Vlassov

Page placement is a critical problem for memoryintensive applications running on a shared-memory multiprocessor with a non-uniform memory access (NUMA) architecture.

Distributed, Parallel, and Cluster Computing

TensorSCONE: A Secure TensorFlow Framework using Intel SGX

no code implementations12 Feb 2019 Roland Kunkel, Do Le Quoc, Franz Gregor, Sergei Arnautov, Pramod Bhatotia, Christof Fetzer

This imposes significant security risks since modern online services rely on cloud computing to store and process the sensitive data.

BIG-bench Machine Learning Cloud Computing

Intel MPX Explained: An Empirical Study of Intel MPX and Software-based Bounds Checking Approaches

2 code implementations2 Feb 2017 Oleksii Oleksenko, Dmitrii Kuvaiskii, Pramod Bhatotia, Pascal Felber, Christof Fetzer

Memory-safety violations are a prevalent cause of both reliability and security vulnerabilities in systems software written in unsafe languages like C/C++.

Cryptography and Security

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