Pub Date : 2023-01-01DOI: 10.1504/ijsse.2023.134432
R. Regin, S. Suman Rajest, Karthikeyan Chinnusamy, Bhopendra Singh, T. Shynu, R. Steffi
Images are now classified using picture steganography. A compelling image's attributes can change when it is sent across an unreliable open system. Information disguise incorporates the important message into everyday mediums, including images, audio, video, and text. Primary media relay the main message. The media approach should not undermine the main message. We retrieve the sent key message. Use perplexing surfaces to confirm message obscurity. Safe hashing verifies ROI's cryptographic hash output (SHA). The discrete wavelet transform will add hash esteem (H) to RONI. Automated guidelines pick complex surface placements. The hash value increment demonstrates the validity of the image. The hash capacity would not match if altered. A changed natural image is pumped into a conventional-looking image using spatial bidirectional steganography. Convolutional neural network (CNN) technology was used for the secret message concealment during this transmission. Complex texture areas aid object detection rules. Steganography recovered the block's message. The algorithm improves accuracy in experiments. The exploratory study found the technique promotes vigour, lust, and security.
{"title":"Multimedia data-concealing method on characteristic pictures using convolutional neural network","authors":"R. Regin, S. Suman Rajest, Karthikeyan Chinnusamy, Bhopendra Singh, T. Shynu, R. Steffi","doi":"10.1504/ijsse.2023.134432","DOIUrl":"https://doi.org/10.1504/ijsse.2023.134432","url":null,"abstract":"Images are now classified using picture steganography. A compelling image's attributes can change when it is sent across an unreliable open system. Information disguise incorporates the important message into everyday mediums, including images, audio, video, and text. Primary media relay the main message. The media approach should not undermine the main message. We retrieve the sent key message. Use perplexing surfaces to confirm message obscurity. Safe hashing verifies ROI's cryptographic hash output (SHA). The discrete wavelet transform will add hash esteem (H) to RONI. Automated guidelines pick complex surface placements. The hash value increment demonstrates the validity of the image. The hash capacity would not match if altered. A changed natural image is pumped into a conventional-looking image using spatial bidirectional steganography. Convolutional neural network (CNN) technology was used for the secret message concealment during this transmission. Complex texture areas aid object detection rules. Steganography recovered the block's message. The algorithm improves accuracy in experiments. The exploratory study found the technique promotes vigour, lust, and security.","PeriodicalId":39249,"journal":{"name":"International Journal of System of Systems Engineering","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135156214","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-01-01DOI: 10.1504/ijsse.2023.134428
P. Prathap Nayudu, Krovi Raja Sekhar
{"title":"An efficient ciphertext-policy attribute-based encryption with attribute and user revocation scheme in cloud environment","authors":"P. Prathap Nayudu, Krovi Raja Sekhar","doi":"10.1504/ijsse.2023.134428","DOIUrl":"https://doi.org/10.1504/ijsse.2023.134428","url":null,"abstract":"","PeriodicalId":39249,"journal":{"name":"International Journal of System of Systems Engineering","volume":"120 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135156766","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-01-01DOI: 10.1504/ijsse.2023.10053520
R. Rajkumar, A. N
{"title":"DCF-MLSTM- A Deep security Content-Based Filtering Scheme Using Multiplicative BiLSTM for Movie Recommendation System","authors":"R. Rajkumar, A. N","doi":"10.1504/ijsse.2023.10053520","DOIUrl":"https://doi.org/10.1504/ijsse.2023.10053520","url":null,"abstract":"","PeriodicalId":39249,"journal":{"name":"International Journal of System of Systems Engineering","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66763024","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-01-01DOI: 10.1504/ijsse.2023.10054431
Vivek Basavegowda Ramu, Ajay Reddy Yeruva
{"title":"AIOps Research Innovations, Performance Impact and Challenges Faced","authors":"Vivek Basavegowda Ramu, Ajay Reddy Yeruva","doi":"10.1504/ijsse.2023.10054431","DOIUrl":"https://doi.org/10.1504/ijsse.2023.10054431","url":null,"abstract":"","PeriodicalId":39249,"journal":{"name":"International Journal of System of Systems Engineering","volume":"73 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66763189","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-01-01DOI: 10.1504/ijsse.2023.10054974
A. Jayanthiladevi, S. Priscila
{"title":"Deep Learning Technologies for Assessment of Air Pollution Levels Systems in Smart Cities","authors":"A. Jayanthiladevi, S. Priscila","doi":"10.1504/ijsse.2023.10054974","DOIUrl":"https://doi.org/10.1504/ijsse.2023.10054974","url":null,"abstract":"","PeriodicalId":39249,"journal":{"name":"International Journal of System of Systems Engineering","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66763405","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-01-01DOI: 10.1504/ijsse.2023.10055597
Polinpapilinho F. Katina, Kishore Sanapala, V. M., Sumaiya Thaseen, S. Banu
{"title":"Parallelization of Machine Learning Models for Credit Card Fraud Detection","authors":"Polinpapilinho F. Katina, Kishore Sanapala, V. M., Sumaiya Thaseen, S. Banu","doi":"10.1504/ijsse.2023.10055597","DOIUrl":"https://doi.org/10.1504/ijsse.2023.10055597","url":null,"abstract":"","PeriodicalId":39249,"journal":{"name":"International Journal of System of Systems Engineering","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66763461","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-01-01DOI: 10.1504/ijsse.2023.131224
O. Enaizan, A. Saleh, Bilal Eneizan, M. Almaaitah
{"title":"Ten years of research mined for security and privacy concerns of health information system adoption and acceptance: coherent taxonomy, motivations and open challenges","authors":"O. Enaizan, A. Saleh, Bilal Eneizan, M. Almaaitah","doi":"10.1504/ijsse.2023.131224","DOIUrl":"https://doi.org/10.1504/ijsse.2023.131224","url":null,"abstract":"","PeriodicalId":39249,"journal":{"name":"International Journal of System of Systems Engineering","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66763474","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-01-01DOI: 10.1504/ijsse.2023.10054704
Viswanadha Raju S, S. B
{"title":"An efficient human action recognition framework based on hybrid features and enhanced long short term memory","authors":"Viswanadha Raju S, S. B","doi":"10.1504/ijsse.2023.10054704","DOIUrl":"https://doi.org/10.1504/ijsse.2023.10054704","url":null,"abstract":"","PeriodicalId":39249,"journal":{"name":"International Journal of System of Systems Engineering","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66762805","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-01-01DOI: 10.1504/ijsse.2023.10053108
K. Dharmarajan, U. A
{"title":"Random Forest and Genetic Algorithm united with hyperparameter for Diabetes Prediction by using WBSMOTE, Wrapper Approach","authors":"K. Dharmarajan, U. A","doi":"10.1504/ijsse.2023.10053108","DOIUrl":"https://doi.org/10.1504/ijsse.2023.10053108","url":null,"abstract":"","PeriodicalId":39249,"journal":{"name":"International Journal of System of Systems Engineering","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66762907","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-01-01DOI: 10.1504/ijsse.2023.10054921
Shynu T, Bhopendra Singh, K. Chinnusamy, Suman Rajest George, R. Regin, S. R
{"title":"Multimedia Data-Concealing Method on Characteristic Pictures using Convolutional Neural Network","authors":"Shynu T, Bhopendra Singh, K. Chinnusamy, Suman Rajest George, R. Regin, S. R","doi":"10.1504/ijsse.2023.10054921","DOIUrl":"https://doi.org/10.1504/ijsse.2023.10054921","url":null,"abstract":"","PeriodicalId":39249,"journal":{"name":"International Journal of System of Systems Engineering","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66763361","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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