Vol. 1 No. 01 (2025): International Journal of Digital Innovation, Insight, and Information

Articles

• The Optimizing Financial Data Transfers in the Cloud: A Comparative Analysis of Encryption and Machine Learning Algorithms Financial Data Transfers in the Cloud Data

  Rajeswaran Ayyadurai, Karthikeyan Parthasarathy, Muhammad Habib

  01-13

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• The Insider Attack Monitoring and Secured Data Transfer using Zero Knowledge Proofs and Bidirectional Sparse LSTM with Orthogonal Initialization and Leaky Re LU Activation Secured Data Transfer

  Alde alanda, Sreekar Peddi, Swapna Narla

  14-22

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• The AUTHORIZED BLOCK MINING-BASED INTRUSION DETECTION SYSTEM IN BLOCK-CHAIN ENABLED IOT DEVICES USING HOMOMORPHIC SIGNATURES AND GRU (GATED RECURRENT UNITS) WITH CNN HYBRID (GRU-CNN) BLOCK-CHAIN ENABLED IOT DEVICES

  Rajya Lakshmi Gudivaka, Sri Harsha Grandhi, Noorayisahbe Bt Mohd Yaacob

  23-30

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• The BAYESIAN NETWORKS AND ATTENTION MECHANISMS FOR CHRONIC KIDNEY DISEASE PREDICTION IN IOMT SYSTEMS: AN AI AND ROBOTIC AUTOMATION APPROACH AI AND ROBOTIC AUTOMATION APPROACH

  Aaron Izang

  31-36

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• The ENHANCED FINANCIAL SYSTEM VALIDATION: USING KERNEL PCA, WEIGHTED KERNEL K-MEDOIDS, AND MUTATION-BASED TESTING FOR ACCURATE RISK ASSESSMENT AND COMPLIANCE FINANCIAL SYSTEM VALIDATION

  Koteswararao Dondapati, Himabindu Chetlapalli , Sutikno

  37-42

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• The Zero Trust-Based API Access Control for Privacy-Preserved Ransomware Detection in Cloud Virtual Machines Zero Trust-Based API Access Control for Privacy

  Swapna Narla, Sai Sathish Kethu, Durai Rajesh Natarajan, Rabia Abid

  43-51

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• The Centralized Infrastructure-Aware Reliable Data Transaction Model in IoT-Enabled MANET and Cloud Using ALOA and RBM Data Transaction Model in IoT-Enabled MANET and Cloud Using ALOA and RBM

  Kabelo Given Chuma

  52-59

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• The Precision Skin Disease Classification in IoMT Systems Harnessing SVM and SmoothGrad for Better Interpretability Skin Disease Classification in IoMT Systems Harnessing SVM and SmoothGrad

  Aunik Hasan Mridul

  60-68

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• The Adaptive Fraud Detection in Financial Transactions: A Hybrid Model Combining Regularized Discriminant Analysis (RDA), Gaussian Mixture Models (GMM), and Test Case Reduction A Hybrid Model Combining Regularized Discriminant Analysis (RDA)

  Durga Praveen Deevi, Naga Sushma Allur, Waseemullah Nazir

  69-75

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• The AUTHORIZED BLOCK MINING-BASED INTRUSION DETECTION SYSTEM IN BLOCK-CHAIN ENABLED IOT DEVICES USING RING SIGNATURE AND TRANSFORMER ENCODER FOR ATTENTION MECHANISM BLOCK MINING-BASED INTRUSION DETECTION SYSTEM IN BLOCK-CHAIN ENABLED IOT DEVICES

  Abraham Ayegba Alfa

  76-82

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