35 citations · 72 across the 12 of their papers we have counts for
13 papers
Agentic Federated Learning: Rule-Based Client and Server Agents for Adaptive Training
Deepthy K. Bhaskar, VP Binu, B Minimol
Federated Learning (FL) enables collaborative model training across distributed clients without sharing raw data, making it suitable for privacy-sensitive applications such as heal…
Balancing Security and Privacy: The Pivotal Role of AI in Modern Healthcare Systems
Binu V P, Deepthy K Bhaskar, Minimol B
As digital threats continue to grow, organizations must find ways to enhance security while protecting user privacy. This paper explores how artificial intelligence (AI) plays a cr…
Threshold Multi Secret Sharing Using Elliptic Curve and Pairing
V P Binu, A Sreekumar
Secret Sharing techniques are now the building blocks of several security protocols. A (t;n) threshold secret sharing scheme is one in which t or more participant can join together…
Thinning Algorithm Using Hypergraph Based Morphological Operators
R. P. Prakash, Keerthana S. Prakash, V. P. Binu
The object recognition is a complex problem in the image processing. Mathematical morphology is Shape oriented operations, that simplify image data, preserving their essential shap…
A Study of Morphological Filtering Using Graph and Hypergraphs
Keerthana S. Prakash, R. P. Prakash, V. P. Binu
Mathematical morphology (MM) helps to describe and analyze shapes using set theory. MM can be effectively applied to binary images which are treated as sets. Basic morphological op…
An Effective Private Data storage and Retrieval System using Secret sharing scheme based on Secure Multi-party Computation
Divya G. Nair, V. P. Binu, G. Santhosh Kumar
Privacy of the outsourced data is one of the major challenge.Insecurity of the network environment and untrustworthiness of the service providers are obstacles of making the databa…