no code implementations • 14 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.
no code implementations • 7 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.
no code implementations • 10 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.
no code implementations • 22 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.
no code implementations • 14 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