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ICTACT Journal on Soft Computing
An International Publication of ICT Academy
Volume 15, Issue 3 Articles
January 2025 Volume 15 Issue 3 ISSN 2229-6956
 Table of Contents
Special Issue on
Advances IN GENAI AND DEEP LEARNING (AGDL-2025)
Guest Editor: Dr. Sainarayanan Gopalakrishnan, Global Technology Director, HCLTech
18887
PRESERVING DATABASE SCHEMA PRIVACY WHILE GENERATING SQL QUERIES USING GENERATIVE AIPage(s):
3662 - 3668
Jitesh Prasad Khatick1, Soumitra Kumar Mandal2
Maulana Abul Kalam Azad University of Technology, India1, National Institute of Technical Teachers’ Training and Research, India2
Abstract    Full Text    DOI : 10.21917/ijsc.2025.0508
18886
GENERATIVE AI IN CREATIVE INDUSTRIES USING GANS FOR MUSIC AND ART GENERATION WITH HUMAN-AI CO-CREATIONPage(s):
3653 - 3661
L. Godlin Atlas1, C. Mageshkumar2, K.V. Shiny3, D. Bhavana4, V. Madhumitha5
Bharath Institute of Higher Education and Research, India1,3,4,5, Acharya University, Uzbekistan2
Abstract    Full Text    DOI : 10.21917/ijsc.2025.0507
18885
ENSEMBLE STRATEGY TO MITIGATE ADVERSARIAL ATTACK IN FEDERATED LEARNINGPage(s):
3646 - 3652
R. Anusuya1, D. Karthika Renuka2, Ashok Kumar3, S.K. Prithika4, S. Mridula5, T. Subhaashini6, R. Tharsha7
PSG College of Technology, India1,2,4,5,6,7, Thiagarajar College of Engineering, India3
Abstract    Full Text    DOI : 10.21917/ijsc.2025.0506
18884
KENDUR REGION COCONUT DISEASE CLASSIFICATION: A COMPARATIVE ANALYSIS WITH DEEP LEARNING AND TRANSFER LEARNING MODELSPage(s):
3639 - 3645
P.S. Pravitha, V. Kumar
Central University of Kerala, India
Abstract    Full Text    DOI : 10.21917/ijsc.2025.0505
18883
DYNAMIC CHANNEL-ALIGNED 3D U-NET FOR EXPLAINABLE T2-WEIGHTED INFANT BRAIN MRI SYNTHESIS FROM T1-WEIGHTED MRIPage(s):
3634 - 3638
Param Ahir1, Mehul Parikh2
Gujarat Technological University, India1, L. D. College of Engineering, India2
Abstract    Full Text    DOI : 10.21917/ijsc.2025.0504
18882
DIFFUSION MODELS FOR HIGH-QUALITY IMAGE SYNTHESIS USING BALANCING MODEL COMPLEXITY WITH TRAINING EFFICIENCYPage(s):
3625 - 3633
S. Vadhana Kumari1, Shano Maria Selvan2, S. Brilly Sangeetha3, Adeline Sneha4
Vimal Jyothi Engineering College, India1, University of Manchester, United Kingdom2, IES College of Engineering, India3, Asia Pacific University of Technology and Innovation, Malaysia4
Abstract    Full Text    DOI : 10.21917/ijsc.2025.0503
18881
ADVANCED HYBRID GENERATIVE AI MODELS FOR MULTI-LAYERED DETECTION AND DEFENSE AGAINST DDOS ATTACKSPage(s):
3618 - 3624
K. Muthamil Sudar
Mepco Schlenk Engineering College, India
Abstract    Full Text    DOI : 10.21917/ijsc.2025.0502
18880
EXPLORING WORD EMBEDDINGS FOR SENTIMENT ANALYSIS OF MARATHI POLITICAL TWEETS: A MACHINE LEARNING APPROACHPage(s):
3608 - 3617
Swapnil P. Goje1, Rupali H. Patil2
Dr. Vishwanath Karad MIT World Peace University, India1, Shri Shivaji Vidya Prasarak Sanstha's Late Karmaveer Dr. P. R. Ghogrey Science College, India2
Abstract    Full Text    DOI : 10.21917/ijsc.2025.0501
18879
ETHICS AND FAIRNESS IN GENERATIVE AI USING MITIGATING BIAS IN LARGE LANGUAGE MODELS USING ADVERSARIAL TRAININGPage(s):
3598 - 3607
Niby Babu1, Varghese S Chooralil2, Jucy Vareed3, K.P. Hrudya4
CVV Institute of Science and Technology, Chinmaya Vishwa Vidyapeeth, India1, Rajagiri School of Engineering & Technology, India2, Vidya Academy of Science and Technology, India3, Sahrdaya College of Engineering and Technology, India4
Abstract    Full Text    DOI : 10.21917/ijsc.2025.0500
18878
SECURE AND TRANSPARENT MODEL DEPLOYMENT USING ADDRESSING VULNERABILITIES IN INCEPTION-RESNET FOR AUTONOMOUS ROBOTICS AND MANUFACTURINGPage(s):
3589 - 3597
John Chembukkavu1, P.C. Remya2, M.K. Rachana3, P. Santhi4, P.S. Suvitha5
IES College of Engineering, India1,2,3,4,5
Abstract    Full Text    DOI : 10.21917/ijsc.2025.0499
18877
REDUCING COMPUTATIONAL DEMANDS IN CAPSULE NET THROUGH KNOWLEDGE DISTILLATION AND TRANSFER LEARNINGPage(s):
3578 - 3588
Vince Paul1, A. Anbu Megelin Star2, A. Anto Spiritus Kingsly3, S.J. Jereesha Mary4
Christ College of Engineering, India1, DMI Engineering College, India2, Oasys Institute of Technology, India3, Annai Velankanni College of Engineering, India4
Abstract    Full Text    DOI : 10.21917/ijsc.2025.0498
18876
GENERATIVE ADVERSARIAL NETWORKS (GANs) IN MULTIMODAL AI USING BRIDGING TEXT, IMAGE, AND AUDIO DATA FOR ENHANCED MODEL PERFORMANCEPage(s):
3567 - 3577
R. Arun Kumar1, C. Lisa2, V.R. Rashmi3, K. Sandhya4
University of South Wales, United Kingdom1, Nehru College of Engineering and Research Centre, India2,3, Malabar College of Engineering and Technology, India4
Abstract    Full Text    DOI : 10.21917/ijsc.2025.0497
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