International Journal of Innovative Research in Computer Science and Technology最新文献

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Context-Driven Multigranularity Blockchain: A Comprehensive Framework for Secure Data Management 上下文驱动的多粒度区块链：安全数据管理的综合框架

International Journal of Innovative Research in Computer Science and Technology Pub Date : 2023-11-15 DOI: 10.55524/ijircst.2023.11.6.5

B. Babu, Dr. Kare Suresh Babu, Durga Prasad Kare

{"title":"Context-Driven Multigranularity Blockchain: A Comprehensive Framework for Secure Data Management","authors":"B. Babu, Dr. Kare Suresh Babu, Durga Prasad Kare","doi":"10.55524/ijircst.2023.11.6.5","DOIUrl":"https://doi.org/10.55524/ijircst.2023.11.6.5","url":null,"abstract":"Effective access control and revocation mechanisms are paramount in the ever-evolving landscape of information security. Traditional models often fall short in addressing the complexities of modern systems, necessitating the integration of context-aware decision-making and multi-granularity attributes. In this manuscript, we propose a novel access control framework leveraging the strengths of Attribute-Based Access Control (ABAC) and Attribute-Based Encryption (ABE) and blockchain technologies. The decentralized and immutable nature of blockchain further bolsters the trustworthiness of access control decisions. Our method introduces context-awareness and multi-granularity attributes into the decision-making process, enhancing adaptability and responsiveness. Through extensive experiments and comparisons with existing approaches, our results demonstrate the superior performance of our proposed method. This work not only contributes to the theoretical foundations of access control but also provides a practical solution that outperforms current state-of-the-art methods, addressing the dynamic security challenges of contemporary information systems.","PeriodicalId":502773,"journal":{"name":"International Journal of Innovative Research in Computer Science and Technology","volume":"68 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-11-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139271328","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}

引用次数: 0

Performance and Improvement of Linguistic Data Analysis on Different Languages Using Deep Learnedness Techniques 利用深度学习技术提高不同语言的语言学数据分析性能和改善效果

International Journal of Innovative Research in Computer Science and Technology Pub Date : 2023-11-01 DOI: 10.55524/ijircst.2023.11.6.6

Venkateswaran Radhakrishnan, Asadi Srinivasulu, Suresh Palarimath, Rogelio T. Gutierrez, Praveen Kumar C

{"title":"Performance and Improvement of Linguistic Data Analysis on Different Languages Using Deep Learnedness Techniques","authors":"Venkateswaran Radhakrishnan, Asadi Srinivasulu, Suresh Palarimath, Rogelio T. Gutierrez, Praveen Kumar C","doi":"10.55524/ijircst.2023.11.6.6","DOIUrl":"https://doi.org/10.55524/ijircst.2023.11.6.6","url":null,"abstract":"India is an assorted country with various kinds of societies in each edge of the country. This is an organization of 30 states and 8 association regions with various dialects and particular social legacy. Thus, there have been many discussions on the beginning of the constitution, and the worry of the public language. It is said about the language of India, \"The language expressed in India changes very much like the flavour of water changes in India each couple of kilometres\". Nonetheless, India does not have a public language as there is an impressive contrast between an authority language and a public language. infusion synopsis of message archives generally comprises of positioning the record string of words and separating the highest-level string of words subject to the rundown dimension requirements. We investigate and commitment of different directed acquisition calculations to the string of words positioning assignment. That is the reason, we present an original string of words positioning philosophy in view of the similitude score between an up-and-comer string of words and touchstone rundowns. The famous direct relapse framework accomplished the high-grade outcomes in undeniably assessed datasets. Moreover, the direct relapse framework, which included Part-of-Speech supported highlights, beat the same with factual elements as it were. The proposed framework beat than the current framework with boundaries/measurements as precision (81.43%), blunder rate (0.13), val_loss (0.41), val_accuracy (0.50), size of dataset utilized in research (1.30 GB), No. of ages (50), Time-intricacy (O(n2)) and execution time (1012 ms).","PeriodicalId":502773,"journal":{"name":"International Journal of Innovative Research in Computer Science and Technology","volume":"48 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139306036","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}

引用次数: 0

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