EFFICIENT DATA SEARCH AND RETRIEVAL IN CLOUD ASSISTED IOT ENVIRONMENT
Journal Title: International Journal of Data Science and Artificial Intelligence - Year 2024, Vol 2, Issue 01
Abstract
Internet of Things (IoT) is expanding across a number of industries, including the medical field. Such a scenario might easily reveal sensitive information, such as private digital medical records, presenting potential security issues. Symmetric Searchable Encryption has been widely considered due to its promise to allow well-organized search on encoded data. Nevertheless, most SSE techniques ignore malicious cloud servers and need the data owner to provide the entire key in order to query users. In this paper, a novel technique has been proposed to solve these restrictions. Normalization, tokenization, word removal and stemming are used for preprocessing the data from the data owner and preprocessed data is divided into k-number of clusters using k-means clustering algorithm. The clustered data is encrypted using a Damgard-Jurik encryption algorithm. The efficiency of the proposed P2ADS technique has been determined using assessment metrics such as accuracy, encryption time, and decryption time. The proposed method's decryption time is 7.56%, 5.01%, 4.41%, and 3.50% quicker than that of the existing VPSL, ABKS, PERT, and PP-DSA methods respectively.
Authors and Affiliations
K. Paul Joshua and A. Jenice Prabhu
Keywords
Related Articles
- EP ID EP734439
- DOI -
- Views 38
- Downloads 1
INDIA-NET: IOT INTRUSION DETECTION VIA ENHANCED TRANSIENT SEARCH OPTIMIZED ADVANCED DEEP LEARNING TECHNIQUE
The Internet of Things (IoT) has become an increasingly popular study area, with billions of devices deployed globally in recent years. These devices can speak with one another without the need for human involvement beca...
A NOVEL INTERNET OF THINGS-BASED ELECTROCARDIOGRAM DENOISING METHOD USING MEDIAN MODIFIED WEINER AND EXTENDED KALMAN FILTERS
The Internet of Things (IoT) offers healthcare applications that benefit customers, physicians, hospitals, and insurance companies. Wearable technology like fitness bands and other wirelessly connected gadgets like blood...
IOT-CENTRIC DATA PROTECTION USING DEEP LEARNING TECHNIQUE FOR PRESERVING SECURITY AND PRIVACY IN CLOUD
The Internet of Things (IoT) describes a system where interconnected physical objects are connected online. As the collection and sharing of vast amounts of personal data grow, so do concerns over user privacy within IoT...
IOT-ENABLED PROTEIN STRUCTURE CLASSIFICATION VIA CSA-PSO BASED CD4.5 CLASSIFIER
Data mining is a technique for obtaining useful information from vast amounts of information. Big data refers to large amounts of complicated information that is processed, particularly in relation to biological processe...
EFFICIENT DATA SEARCH AND RETRIEVAL IN CLOUD ASSISTED IOT ENVIRONMENT
Internet of Things (IoT) is expanding across a number of industries, including the medical field. Such a scenario might easily reveal sensitive information, such as private digital medical records, presenting potential s...