Ministry of Education
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Jeyalakshmi V S

vidwan id: 585000
Female

Research Scholar,
Manonmaniam Sundaranar University

Orchid Icon 0000-0003-0968-6064 Google Scholar Icon 59263603200

Expertise

  • Computer Science Artificial Intelligence

Publications

Total Articles 11
Books 0
Proceedings 0

Publications

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Scopus

Citations 3
h-index 1

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Citations 0
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Bio

Deep Learning Algorithm

Personal Details

  • Female
  • Research Scholar , Manonmaniam Sundaranar University
  • Manonmaniam Sundranar University, Tirunelveli
M.Tech.
Manonmaniam Sundaranar University 2010
Research Scholar Dec 2020 – Present
Manonmaniam Sundaranar University
Assistant Professor Jul 2018 – May 2022
Manonmaniam Sundaranar University

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Organisations (248+)

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A. Brindha

A. Brindha Shini

Research Scholar

SARANYA SUNDARI

SARANYA SUNDARI B

Research Scholar

ARUNIMA

ARUNIMA RAJ

Research Scholar

RAJARATHINAM

Prof RAJARATHINAM ARUNACHALAM

Professor

Josephine Shilpa Devi

Ms Josephine Shilpa Devi A

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Samuel Asir Raj

Prof Samuel Asir Raj S

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BEAUTLIN

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Beulah

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Dr Balakumar B

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Balasubramanian

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Librarian

Co-Authors (2)

JAYAPRIYA

Dr JAYAPRIYA J

Christ University

Krishnan

Prof Krishnan N

Manonmaniam Sundaranar University

Scholarly Work

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Scholarly Publications

Automized Quick Prediction of Skin Cancer Diagnosis by Enhanced Deep Convolutional Neural Network

Open Access
Conference Paper
Year: 2025. Volume: 2202 CCIS , Pages: 292-302 .
Authors: Jeyalakshmi V.S.;Bala Shunmugam N.;Kavitha M.;Paulin Diana Dani D.
DOI 10.1007/978-3-031-73065-8_24

Mechanized Detection and Extraction of Malware Using Deep Learning Approaches

Open Access
article
International Journal of Intelligent Systems and Applications in Engineering. Year: 2024. Volume: Vol. 12 No. 22s (2024) , Pages: 714 - 719 .
Authors: V. S. Jeyalakshmi, N. Krishnan

ENHANCING IOT SECURITY THROUGH MALWARE CLASSIFICATION WITH HYBRID DEEP LEARNING MODEL GENERATIVE ADVERSARIAL NETWORK AND DEEP BELIEF NETWORK (HCAGAN_DBN)

Open Access
Article
Year: 2024. Volume: 102 , Issue: 18 , Pages: 6836-6847 .
Authors: Jeyalakshmi V.S.;Nallaperumal K.

DEEP LEARNING APPROACH FOR IOT MALWARE DETECTION AND CLASSIFICATION BASED ON SQUIRREL SEARCH ALGORITHM AND CONVOLUTIONAL NEURAL NETWORK (IMD-SSACNN)

Open Access
article
International Journal of Engineering Trends and Technology. Year: 2024. Volume: Volume 72 Issue 10 , Pages: 306 – 315 .
Authors: V. S. Jeyalakshmi, Krishnan Nallaperumal
DOI 10.14445/22315381/IJETT-V72I10P128

Deep Learning Approach for IoT Malware Detection and Classification based on Squirrel Search Algorithm and Convolutional Neural Network (IMD_SSACNN)

Open Access
Article
International Journal of Engineering Trends and Technology. Year: 2024. Volume: 72 , Issue: 10 , Pages: 306-315 .
Authors: Jeyalakshmi V.S.;Nallaperumal K.
DOI 10.14445/22315381/IJETT-V72I10P128

Deep Convolutional Neural Networks Network with Transfer Learning for Image-Based Malware Analysis

Open Access
Conference Paper
Year: 2023. Volume: 537 LNNS , Pages: 39-51 .
Authors: Jeyalakshmi V.S.;Krishnan N.;Jayapriya J.
DOI 10.1007/978-981-99-3010-4_4
1

DEEP CONVOLUTIONAL NEURAL NETWORKS NETWORK WITH TRANSFER LEARNING FOR IMAGE-BASED MALWARE ANALYSIS

Open Access
conference proceedings
Year: 2023. Volume: Volume 537 , Pages: 39-52 .
Authors: V. S. Jeyalakshmi, N. Krishnan, J. Jayapriya

MALWARE ANALYSIS USING DYNAMIC APPROACH

Open Access
conference proceedings
Year: 2023. Pages: 434-440 .
Authors: V. S. Jeyalakshmi, N. Krishnan, T. Arumuga Maria Devi