A novel machine learning technique for selecting suitable image encryption algorithms for IoT applications

A Shafique, A Mehmood, M Alawida… - Wireless …, 2022 - Wiley Online Library
The Internet of Things connects billions of intelligent devices that can interact with one
another without human intervention, and during communication, a large amount of data is …

Detecting the security level of various cryptosystems using machine learning models

A Shafique, J Ahmed, W Boulila, H Ghandorh… - IEEE …, 2020 - ieeexplore.ieee.org
With recent advancements in multimedia technologies, the security of digital data has
become a critical issue. To overcome the vulnerabilities of current security protocols …

Image encryption algorithms using machine learning and deep learning techniques—A Survey

TN Lakshmi, S Jyothi, MR Kumar - … : A Walkthrough: Latest Trends in AI …, 2021 - Springer
In this world, the present situation is coming from text to multimedia content transmission. In
multimedia data, images play major role for transmission and it is very important to protect …

[PDF][PDF] Medical image cryptanalysis using adaptive, lightweight neural network based algorithm for IoT based secured cloud storage

MV Narayana, CS Lakshmi… - International Journal of …, 2022 - pdfs.semanticscholar.org
Currently available modern medical system generates large amounts of data, such as
computerized patient data and digital medical pictures, which must be kept securely for …

5D Gauss map perspective to image encryption with transfer learning validation

S Salunke, B Ahuja, MF Hashmi, V Marriboyina… - Applied Sciences, 2022 - mdpi.com
Encryption of visual data is a requirement of the modern day. This is obvious and greatly
required due to widespread use of digital communication mediums, their wide range of …

[PDF][PDF] Survey on computational intelligence based image encryption techniques

TT Ramanathan, J Hossen… - … Journal of Electrical …, 2020 - pdfs.semanticscholar.org
Image encryption is an important area in visual cryptography that helps in protecting images
when shared through internet. There is lot of cryptography algorithms applied for many years …

IETD: a novel image encryption technique using Tinkerbell map and Duffing map for IoT applications

TA Dhopavkar, SK Nayak, S Roy - Multimedia Tools and Applications, 2022 - Springer
In many sensitive Internet-of-Things (IoT) based applications, sensor devices send
information in the form of images. Chaos theory is the study of deterministic laws that exhibit …

A novel image encryption with deep learning model for secure content based image retrieval

M Elsharkawy, AN Al Masri - Journal of Cybersecurity and …, 2019 - americaspg.com
From the last decades, a massive quantity of images gets generated and continues to rise to
a maximum extent in the forthcoming data. The process of retrieving images based on a …

Cryptanalysis and security evaluation of optimized algorithms for image encryption in deep optimal network

SN Manoharan - International Journal of Information Technology, 2024 - Springer
Due to the enhancement of multimedia technology, numerous electronic devices are utilized
and the most significant is cryptography which is responsible for securing the information in …

EiMOL: a secure medical image encryption algorithm based on optimization and the Lorenz system

KN Singh, OP Singh, AK Singh… - ACM Transactions on …, 2023 - dl.acm.org
Nowadays, the demand for digital images from different intelligent devices and sensors has
dramatically increased in smart healthcare. Due to advanced low-cost and easily available …