Mrutyunjaya Sathua

DNA-AdCrypt: A Carbon-Aware DNA-Inspired Adaptive Encryption Scheme for Energy-Efficient Security of MRI Scans

Ashutosh Soni, Jayanti Rout, Mrutyunjaya Sathua, Surendra Kumar Nanda et autres

Medical images such as Magnetic Resonance Imaging (MRI) scans consist of various confidential data that can hamper the privacy of the patient if leaked. Organizations have to abide by various international standards in order to ensure the safe storage and transmission of …

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MAPE-ZT: A Multi-Layer Access Policy Encryption System for Zero Trust Architectures

Ashutosh Soni, Surendra Kumar Nanda, Jayanti Rout, Mrutyunjaya Sathua et autres

Organizations usually rely on stringent access control mechanisms where access policies are an important asset. Their storage or transmission in plaintext can compromise sensitive access rules. It is important in dynamic environments where access decisions are made in real time such as …

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XAI-Driven Deep Neural Network Approach for Synthetic Image Identification

Jayanti Rout, Ashutosh Soni, Diyotima Mondal, Mrutyunjaya Sathua et autres

The wide availability of deepfake generation models has led to the amalgamation of fake media with the original ones. It raises questions about the validity of images on the internet. Deepfakes pose threats to society, including financial losses. Traditional and machine learning …

Advanced Encryption Algorithm for Medical Image Security Using Chaotic Systems and DNA Computing

Jayanti Rout, Ashutosh Soni, Swatisipra Das, Mrutyunjaya Sathua et autres

The medical image is important in digital healthcare systems. They are used to represent different types of scans and diagnostic results. Their illicit modifications can lead to improper medical treatment and harm life. As a result, they require proper security. Various existing …

Detection of GenAI-Generated Faces Using a Customized Residual Network Model

Jayanti Rout, Mrutyunjaya Sathua, Ashutosh Soni, Surendra Kumar Nanda

Performance Analysis of TabNet for Autism Spectrum Disorder Classification in Children

Mrutyunjaya Sathua, Bijnan Biswal, Ashutosh Soni, Jayanti Rout et autres

Children are the most promising segment of society, but birth disorders can significantly impact a child’s growth and societal presence. Among these, Autism Spectrum Disorder (ASD) is a prominent neurodevelopmental condition characterized by difficulties in social interaction, communication, and repetitive behaviors. Its …

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Hybrid Cryptosystem to Secure Access Policies for Zero Trust Environment

Ashutosh Soni, Jayanti Rout, Mrutyunjaya Sathua, Surendra Kumar Nanda et autres

An Accurate and Robust Approach towards Detection of Autism Spectrum Disorder in Children using TabPFN

Ashutosh Soni, Jayanti Rout, Shraddhanjali Sahoo, Mrutyunjaya Sathua et autres

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