4 citations · 6 across the 7 of their papers we have counts for
9 papers
Confidential Computing across Edge-to-Cloud for Machine Learning: A Survey Study
SM Zobaed, Mohsen Amini Salehi
Confidential computing has gained prominence due to the escalating volume of data-driven applications (e.g., machine learning and big data) and the acute desire for secure processi…
AI-Driven Confidential Computing across Edge-to-Cloud Continuum
SM Zobaed
With the meteoric growth of technology, individuals and organizations are widely adopting cloud services to mitigate the burdens of maintenance. Despite its scalability and ease of…
Edge-MultiAI: Multi-Tenancy of Latency-Sensitive Deep Learning Applications on Edge
SM Zobaed, Ali Mokhtari, Jaya Prakash Champati +2
Smart IoT-based systems often desire continuous execution of multiple latency-sensitive Deep Learning (DL) applications. The edge servers serve as the cornerstone of such IoT-based…
DeepFakes: Detecting Forged and Synthetic Media Content Using Machine Learning
Sm Zobaed, Md Fazle Rabby, Md Istiaq Hossain +4
The rapid advancement in deep learning makes the differentiation of authentic and manipulated facial images and video clips unprecedentedly harder. The underlying technology of man…
SAED: Edge-Based Intelligence for Privacy-Preserving Enterprise Search on the Cloud
Sakib M Zobaed, Mohsen Amini Salehi, Rajkumar Buyya
Cloud-based enterprise search services (e.g., AWS Kendra) have been entrancing big data owners by offering convenient and real-time search solutions to them. However, the problem i…
SensPick: Sense Picking for Word Sense Disambiguation
Sm Zobaed, Md Enamul Haque, Md Fazle Rabby +1
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. Neural network-based WSD approach…
Privacy-Preserving Clustering of Unstructured Big Data for Cloud-Based Enterprise Search Solutions
SM Zobaed, Mohsen Amini Salehi
Cloud-based enterprise search services (e.g., Amazon Kendra) are enchanting to big data owners by providing them with convenient search solutions over their enterprise big datasets…
ClustCrypt: Privacy-Preserving Clustering of Unstructured Big Data in the Cloud
SM Zobaed, Sahan Ahmad, Raju Gottumukkala +1
Security and confidentiality of big data stored in the cloud are important concerns for many organizations to adopt cloud services. One common approach to address the concerns is c…
Edge Computing for User-Centric Secure Search on Cloud-Based Encrypted Big Data
Sahan Ahmad, SM Zobaed, Raju Gottumukkala +1
Cloud service providers offer a low-cost and convenient solution to host unstructured data. However, cloud services act as third-party solutions and do not provide control of the d…