P. Senthil Kumari

@thassim.ac.in

Head Incharge, Computer Science Department
Thassim Beevi Abdul Kader College for Women, Kilakarai

P. Senthil Kumari


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https://researchid.co/p.senthil_kumari
7

Scopus Publications

78

Scholar Citations

5

Scholar h-index

4

Scholar i10-index

Scopus Publications

  • Data integrity verification using HDFS framework in data flow material environment using cloud computing
    P. Senthil Kumari, Nurul Aisha Binti Aboo Bucker
    Materials Today Proceedings, 2022
  • Meta data integrity verification with face recognition authentication technique in cloud computing
    International Journal of Scientific and Technology Research, 2020
  • Integrity service application model with prevention of cryptanalytic attacks
    P. Senthil Kumari, A.R. Nadira Banu Kamal
    Materials Today Proceedings, 2020
    Due to the inevitable use of cloud computing, several organizations both business and academic move to store their valuable data from manual record keeping to computers. Despite the many advantages given by cloud computing, security, privacy and integrity threats are available in the cloud due to the nature of hackers. In this paper, integrity is focused for verification. Encrypted data which is stored in secure outsourcing storage should be verified for integrity because of traitors in every field. Web browsers connect Web Application Programming Interfaces (API) to the cloud. Virtual Private Server (VPS) which is hosted in the cloud is deployed using web browsers. This paper proposes Integrity Service Application Model (which is installed in the VPS) with prevention of cryptanalytic attacks. Proposed work is implemented in unmanaged VPS and results are analyzed. Brute force attack, dictionary attack, cut and paste attack, Denial of Service attack, replay attack, known plain text attack and cipher text only attacks are prevented in this paper. Authentication techniques used for client verification are Random Key Code using One Time Password (OTP) and dynamic missing random number puzzle. Major advantage of the proposed paper is that the integrity is verified by private auditing using Proof of Retrievability method. Third Party Auditor (TPA) who is trusted partially is eliminated.
  • Key Derivation Policy for data security and data integrity in cloud computing
    P. Senthil Kumari, A. R. Nadira Banu Kamal
    Automatic Control and Computer Sciences, 2016
    Cloud computing is currently emerging as a promising next-generation architecture in the Information Technology (IT) industry and education sector. The encoding process of state information from the data and protection are governed by the organizational access control policies. An encryption technique protects the data confidentiality from the unauthorized access leads to the development of fine-grained access control policies with user attributes. The Attribute-Based Encryption (ABE) verifies the intersection of attributes to the multiple sets. The handling of adding or revoking the users is difficult with respect to changes in policies. The inclusion of multiple encrypted copies for the same key raised the computational cost. This paper proposes an efficient Key Derivation Policy (KDP) for improvement of data security and integrity in the cloud and overcomes the problems in traditional methods. The local key generation process in proposed method includes the data attributes. The secret key is generated from the combination of local keys with the user attribute by a hash function. The original text is recovered from the ciphertext by the decryption process. The key sharing between data owner and user validates the data integrity referred MAC verification process. The proposed efficient KDP with MAC verification analyze the security issues and compared with the Cipher Text–Attribute-Based Encryption (CP-ABE) schemes on the performance parameters of encryption time, computational overhead and the average lifetime of key generation. The major advantage of proposed approach is the updating of public information and easy handling of adding/revoking of users in the cloud.
  • Optimal integrity policy for encrypted data in secure storage using cloud computing
    P. Senthil Kumari, A. R. Nadira Banu Kamal
    Indian Journal of Science and Technology, 2016
    Objectives: We want to provide effective integrity verification for encrypted data which is transferred and provide high security. We want to retrieve the results with lesser memory consumption and lesser latency. Methods: The proposed approach combines Attribute Based Cryptography with bilinear mapping to enhance the data security. Simulation model validates the security issues related to the efficient key derivation and Message Authentication Code verification process. We compare our policy with existing techniques on the performance parameters such as encryption time, computational overhead and average lifetime to generate/derive keys. The performance analysis confirms the effectiveness of our policy. Findings: The chief drawbacks of the existing ABE schemes were expensive pairing operations and increase in the complexity and overhead of the admission policy. The time needed to decipher the cipher text was high, due to the great size of the cipher text. Hence, in order to overcome these limitations, this paper proposes an Optimal Integrity Policy for enhanced data security and integrity in the cloud. In secret key generation, we use AND, EXOR and hashing operarations to improve the security. MAC verification process is used to monitor the integrity of the data. An Optimal Integrity Policy confirmed the effectiveness of encryption time over existing CP-ABE methodologies based on the performance measures. The comparative analysis on the parameters such as computational overhead, average life time for generation/derivation of keys shows the better performance in OIP than the EPPDR, subset cover and pseudo random key generators. By enhancing the secret key generation, the data security is also enhanced. The experimental results achieves minimum overhead for both communication and computation. Applications/Improvements: The decryption time is slow for low end devices since it requires modular exponentiation. Hence, the future work shall be extended to speed up the decryption time.
  • Optimal integrity policy for encrypted data in secure storage using cloud computing
    P. Senthil Kumari, A. R. Nadira Banu Kamal
    Indian Journal of Science and Technology, 2016
    Objectives: We want to provide effective integrity verification for encrypted data which is transferred and provide high security. We want to retrieve the results with lesser memory consumption and lesser latency. Methods: The proposed approach combines Attribute Based Cryptography with bilinear mapping to enhance the data security. Simulation model validates the security issues related to the efficient key derivation and Message Authentication Code verification process. We compare our policy with existing techniques on the performance parameters such as encryption time, computational overhead and average lifetime to generate/derive keys. The performance analysis confirms the effectiveness of our policy. Findings: The chief drawbacks of the existing ABE schemes were expensive pairing operations and increase in the complexity and overhead of the admission policy. The time needed to decipher the cipher text was high, due to the great size of the cipher text. Hence, in order to overcome these limitations, this paper proposes an Optimal Integrity Policy for enhanced data security and integrity in the cloud. In secret key generation, we use AND, EXOR and hashing operarations to improve the security. MAC verification process is used to monitor the integrity of the data. An Optimal Integrity Policy confirmed the effectiveness of encryption time over existing CP-ABE methodologies based on the performance measures. The comparative analysis on the parameters such as computational overhead, average life time for generation/derivation of keys shows the better performance in OIP than the EPPDR, subset cover and pseudo random key generators. By enhancing the secret key generation, the data security is also enhanced.The experimental results achieves minimum overhead for both communication and computation. Applications/Improvements: The decryption time is slow for low end devices since it requires modular exponentiation. Hence, the future work shall be extended to speed up the decryption time. Keywords: Attribute Based Encryption, Encrypted Data, Optimal Integrity Policy, Secret Key, Secure Storage
  • An effective search of cloud data using abc based cryptography and multiple keyword semantics
    International Journal of Innovative Computing Information and Control, 2015

RECENT SCHOLAR PUBLICATIONS

  • Using Artificial Intelligence and Semantic Analysis to Pick-out and Manipulate Harmful Real-time Criticism
    PS Kumari, MS Sanjay
    2026
  • LOAN APPROVAL PREDICTION USING MACHINE LEARNING
    DPSK Velvigneswar. J
    International Journal of Advanced Research in Computer and Communication … , 2025
    2025
  • Detecting Deepfake Voices Using a Novel Method for Authenticity Verification
    A Kansara, P Kumari, BR Prathap
    Intelligent and Fuzzy Systems: Intelligent Industrial Informatics and … , 2024
    2024
  • Exploring AI and Machine Learning in Visualization for Optimizing Business Practices
    MNMP Dr. P. Senthil Kumari
    Data Visualization Tools for Business Applications, 67-84 , 2024
    2024
    Citations: 2
  • Detecting Deepfake Voices Using a Novel Method for Authenticity Verification in Voice-Based Communication
    A Kansara, P Kumari, BR Prathap
    International Conference on Intelligent and Fuzzy Systems, 397-405 , 2024
    2024
    Citations: 1
  • Effect of Organic Manures and Inorganic Fertilizers on Growth and Yield of Bottle Gourd (Lagenaria siceraria)
    P Kumari, D Singh
    Journal of Advances in Biology & Biotechnology 27 (7), 1450-1456 , 2024
    2024
  • Predicting the Severity of Diabetes Using ECLAT Algorithm in Data Mining
    PS Kumari
    International Conference on Digital Transformation in Business: Navigating … , 2024
    2024
    Citations: 4
  • Python Driven Keyword Analysis for SEO Optimization
    AP Kanara, P Kumari, BR Prathap
    2024 10th International Conference on Advanced Computing and Communication … , 2024
    2024
    Citations: 2
  • The role of OTT platforms in influencing the social and ethical values of the society
    P Kumari, DVV Singh, DR Misra, P Tiwari
    Educational Administration: Theory and Practice 30 (5), 5266-5276 , 2024
    2024
    Citations: 7
  • Rain Fall Prediction using Ada Boost Machine Learning Ensemble Algorithm
    PS Kumari, MN Swathi
    Journal of Advanced Applied Scientific Research 5 (4), 67-81 , 2023
    2023
    Citations: 11
  • Heart Attack Prediction in Machine Learning Environment
    PS Kumari, S Vinitha
    International Journal of Scientific Research in Engineering and Management … , 2022
    2022
    Citations: 2
  • Data integrity verification using HDFS framework in data flow material environment using cloud computing
    PS Kumari, NABA Bucker
    Materials Today: Proceedings 60, 1329-1333 , 2022
    2022
    Citations: 11
  • Integrity Service Application Model with Prevention of Cryptanalytic Attacks
    DARNBK P. Senthil Kumari
    2nd International Conference on Advances in Applied Engineering & Technology … , 2020
    2020
  • Meta Data Integrity Verification With Face Recognition Authentication Technique In Cloud Computing
    PS Kumari, ARNB Kamal
    International Journal of Scientific & Technology Research 9 (2), 5 , 2020
    2020
  • RAPID ASSESSMENT OF MONTHLY VARIATION OF PHYSICOCHEMICAL STATUS IN THE GANGA RIVER, HAJIPUR, BIHAR
    P KUMARI, DR SINGH
    INTERNATIONAL JOURNAL 8 (5), 26-29 , 2020
    2020
  • Integrity service application model with prevention of cryptanalytic attacks
    PS Kumari, ARNB Kamal
    Materials Today: Proceedings 33, 3877-3883 , 2020
    2020
    Citations: 1
  • Impact of Integrity and Authentication Techniques in Cloud Computing – A Study
    DARNBK P. Senthil Kumari
    International Conference on Computational Intelligence and Applications … , 2019
    2019
  • Data Integrity Techniques of Private Verification in Outsourcing Storage
    PS Kumari
    International Journal of Research and Analytical Reviews , 2018
    2018
  • Proof of Retrievability Technique for Data Integrity with Client Authentication Tehniques-One Time Password and Dynamic Missing Number Puzzle
    PS Kumari, ARNB Kamal
    2017
  • Key derivation policy for data security and data integrity in cloud computing
    P Senthil Kumari, AR Nadira Banu Kamal
    Automatic Control and Computer Sciences 50 (3), 165-178 , 2016
    2016
    Citations: 12

MOST CITED SCHOLAR PUBLICATIONS

  • Optimal integrity policy for encrypted data in secure storage using cloud computing
    PS Kumari, ARNB Kamal
    Indian J Sci Technol 9 (8), 1-10 , 2016
    2016
    Citations: 19
  • Key derivation policy for data security and data integrity in cloud computing
    P Senthil Kumari, AR Nadira Banu Kamal
    Automatic Control and Computer Sciences 50 (3), 165-178 , 2016
    2016
    Citations: 12
  • Rain Fall Prediction using Ada Boost Machine Learning Ensemble Algorithm
    PS Kumari, MN Swathi
    Journal of Advanced Applied Scientific Research 5 (4), 67-81 , 2023
    2023
    Citations: 11
  • Data integrity verification using HDFS framework in data flow material environment using cloud computing
    PS Kumari, NABA Bucker
    Materials Today: Proceedings 60, 1329-1333 , 2022
    2022
    Citations: 11
  • The role of OTT platforms in influencing the social and ethical values of the society
    P Kumari, DVV Singh, DR Misra, P Tiwari
    Educational Administration: Theory and Practice 30 (5), 5266-5276 , 2024
    2024
    Citations: 7
  • Predicting the Severity of Diabetes Using ECLAT Algorithm in Data Mining
    PS Kumari
    International Conference on Digital Transformation in Business: Navigating … , 2024
    2024
    Citations: 4
  • Optimal Integrity Policy for Encrypted Data using Cloud Computing in Secure Storage
    P Senthil Kumar, NBAR Kamal
    Indian Journal of Science and Technology (IJST) 9 (11), 1-10 , 2016
    2016
    Citations: 3
  • An effective search of cloud data using ABC based cryptography and multiple keyword semantics
    KP Senthil, KARN Banu
    革新的コンピューティング・情報・制御に関する国際誌 11 (04), 1257 , 2015
    2015
    Citations: 3
  • Exploring AI and Machine Learning in Visualization for Optimizing Business Practices
    MNMP Dr. P. Senthil Kumari
    Data Visualization Tools for Business Applications, 67-84 , 2024
    2024
    Citations: 2
  • Python Driven Keyword Analysis for SEO Optimization
    AP Kanara, P Kumari, BR Prathap
    2024 10th International Conference on Advanced Computing and Communication … , 2024
    2024
    Citations: 2
  • Heart Attack Prediction in Machine Learning Environment
    PS Kumari, S Vinitha
    International Journal of Scientific Research in Engineering and Management … , 2022
    2022
    Citations: 2
  • Detecting Deepfake Voices Using a Novel Method for Authenticity Verification in Voice-Based Communication
    A Kansara, P Kumari, BR Prathap
    International Conference on Intelligent and Fuzzy Systems, 397-405 , 2024
    2024
    Citations: 1
  • Integrity service application model with prevention of cryptanalytic attacks
    PS Kumari, ARNB Kamal
    Materials Today: Proceedings 33, 3877-3883 , 2020
    2020
    Citations: 1
  • Using Artificial Intelligence and Semantic Analysis to Pick-out and Manipulate Harmful Real-time Criticism
    PS Kumari, MS Sanjay
    2026
  • LOAN APPROVAL PREDICTION USING MACHINE LEARNING
    DPSK Velvigneswar. J
    International Journal of Advanced Research in Computer and Communication … , 2025
    2025
  • Detecting Deepfake Voices Using a Novel Method for Authenticity Verification
    A Kansara, P Kumari, BR Prathap
    Intelligent and Fuzzy Systems: Intelligent Industrial Informatics and … , 2024
    2024
  • Effect of Organic Manures and Inorganic Fertilizers on Growth and Yield of Bottle Gourd (Lagenaria siceraria)
    P Kumari, D Singh
    Journal of Advances in Biology & Biotechnology 27 (7), 1450-1456 , 2024
    2024
  • Integrity Service Application Model with Prevention of Cryptanalytic Attacks
    DARNBK P. Senthil Kumari
    2nd International Conference on Advances in Applied Engineering & Technology … , 2020
    2020
  • Meta Data Integrity Verification With Face Recognition Authentication Technique In Cloud Computing
    PS Kumari, ARNB Kamal
    International Journal of Scientific & Technology Research 9 (2), 5 , 2020
    2020
  • RAPID ASSESSMENT OF MONTHLY VARIATION OF PHYSICOCHEMICAL STATUS IN THE GANGA RIVER, HAJIPUR, BIHAR
    P KUMARI, DR SINGH
    INTERNATIONAL JOURNAL 8 (5), 26-29 , 2020
    2020