Search Results for author: SM Zobaed

Found 5 papers, 0 papers with code

Edge-MultiAI: Multi-Tenancy of Latency-Sensitive Deep Learning Applications on Edge

no code implementations14 Nov 2022 SM Zobaed, Ali Mokhtari, Jaya Prakash Champati, Mathieu Kourouma, Mohsen Amini Salehi

We propose an efficient NN model management framework, called Edge-MultiAI, that ushers the NN models of the DL applications into the edge memory such that the degree of multi-tenancy and the number of warm-starts are maximized.

Management Model Compression +1

DeepFakes: Detecting Forged and Synthetic Media Content Using Machine Learning

no code implementations7 Sep 2021 SM Zobaed, Md Fazle Rabby, Md Istiaq Hossain, Ekram Hossain, Sazib Hasan, Asif Karim, Khan Md. Hasib

The rapid advancement in deep learning makes the differentiation of authentic and manipulated facial images and video clips unprecedentedly harder.

BIG-bench Machine Learning Face Swapping

SensPick: Sense Picking for Word Sense Disambiguation

no code implementations10 Feb 2021 SM Zobaed, Md Enamul Haque, Md Fazle Rabby, Mohsen Amini Salehi

Word sense disambiguation (WSD) methods identify the most suitable meaning of a word with respect to the usage of that word in a specific context.

Position Word Sense Disambiguation

Privacy-Preserving Clustering of Unstructured Big Data for Cloud-Based Enterprise Search Solutions

no code implementations22 May 2020 SM Zobaed, Mohsen Amini Salehi

To overcome the hindrance in clustering encrypted big data, we propose privacy-preserving clustering schemes for three forms of unstructured encrypted big datasets, namely static, semi-dynamic, and dynamic datasets.

Clustering Privacy Preserving +1

ClustCrypt: Privacy-Preserving Clustering of Unstructured Big Data in the Cloud

no code implementations14 Aug 2019 SM Zobaed, Sahan Ahmad, Raju Gottumukkala, Mohsen Amini Salehi

One common approach to address the concerns is client-side encryption where data is encrypted on the client machine before being stored in the cloud.

Cryptography and Security Distributed, Parallel, and Cluster Computing

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