Published: 2025-07-02

Articles

The Role of Deep Learning in Network Security using Explainable Artificial Intelligence

R.D. Bhoyar

1-8

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DOI: https://doi.org/10.65521/intjournaladv.comp.comm.tech.v14i2.925

Agent-vs-Agent Cyber Warfare: Autonomous AI Systems Defending Against AI-Enabled APTs

Salman Arafath Mohammed

9-17

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DOI: https://doi.org/10.65521/ijacect.v14i2.926

Comprehensive Real Time Fraud Detection Pipeline for Banking Using Behavioral Analytics and Adaptive Learning

Vijay Yadav, Manish Zalawadia, Pratik Gurav

18-25

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DOI: https://doi.org/10.65521/ijacect.v14i2.961

Comprehensive Report on Real-Time Detection of Hidden Communication Channels in Network Traffic

Manish Zalawadia, Vijay Yadav, Pratik Gurav

26-36

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DOI: https://doi.org/10.65521/ijacect.v14i2.978

Classification of Overlapping Red Blood Cells in Microscopic Blood Smear Images Using Deep Learning

Pratik Gurav, Vijay Yadav, Shweta Taral

37-47

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DOI: https://doi.org/10.65521/ijacect.v14i2.1269

FJSO-Based Optimized Multipath Routing in Mobile Ad-Hoc Networks

Dilip P. Chavan

48-52

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DOI: https://doi.org/10.65521/ijacect.v14i2.1277

Generative AI in Healthcare: Applications, Architecture, Implementation, and Benefits

Siva Hari Naga Shashank Varagani

53-63

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DOI: https://doi.org/10.65521/ijacect.v14i2.1525

Automated Tattoo Recognition: A Machine Learning Approach Integrating Facial Biometrics

Vijay Kiran Katikala

64-70

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DOI: https://doi.org/10.65521/ijacect.v14i2.1526

Comparative Evaluation of CNN–Autoencoder with existing models for Security Threat Detection in Cloud Environments

D. Fernandez Raj

71-83

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DOI: https://doi.org/10.65521/ijacect.v14i2.1845

Design and Implementation of a Boosting-Based Machine Learning Framework for Hypertension Classification

Swati Tawalare, Salim Y. Amdani

84-92

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DOI: https://doi.org/10.65521/ijacect.v14i2.1894

Deep Learning and Optimization Approaches in Dynamic Path-Controllable Deep Unfolding Network to Predict K-Barriers for Intrusion Detection Using Wireless Sensor Networks: A Review

Korinna D'Costa

93-99

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DOI: https://doi.org/10.65521/ijacect.v14i2.1918

Deep Learning and Optimization Approaches in Enhancing Air Pollution Detection Accuracy and Quality Monitoring Using Pyramidal Convolution Split-Attention Networks and IoT: A Review

Galadriel Pavlidaki

106-115

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DOI: https://doi.org/10.65521/ijacect.v14i2.1920

Deep Learning and Optimization Approaches in Prediction of IoT Traffic Using Gradient Boosting, Auto-Metric Graph Neural Network, and Lyapunov Optimization-Based Predictive Model: A Review

Mahfuz Ilankovan

116-122

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DOI: https://doi.org/10.65521/ijacect.v14i2.1921

Deep Learning and Optimization Approaches in Strategy Design for Energy-Efficient Data Offloading in 6G-Enabled Vehicular Edge Computing Networks Using Double Deep Q-Network: A Review

Qudsia Leroux-Martin

123-129

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DOI: https://doi.org/10.65521/ijacect.v14i2.1922

Deep Learning and Optimization Approaches in IoT-Based Smart Pharmacies for Optimizing Stock Management with Siamese Heterogeneous Convolutional Neural Networks: A Review

Sudarshan Chaisiri

130-137

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DOI: https://doi.org/10.65521/ijacect.v14i2.1965

Deep Learning and Optimization Approaches in Automatic Cervical Cancer Detection and Segmentation Using Sparsity-Aware Orthogonal Initialization in Deep Neural Network Classifiers: A Review

Yazmin Rafizadeh

138-145

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DOI: https://doi.org/10.65521/ijacect.v14i2.1966

Deep Learning and Optimization Approaches in Brain MRI Image Classification for Cancer Detection Using Transformer and Group Parallel Axial Attention with Quantum Self-Attention: A Review

Ixtel Imamverde

146-151

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DOI: https://doi.org/10.65521/ijacect.v14i2.1967

Deep Learning and Optimization Approaches in Efficient Resource Management in 6G Communication Networks Using a Hybrid Quantum Duplet-Convolutional Neural Network Model: A Review

Eirini Petropoulos

152-157

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DOI: https://doi.org/10.65521/ijacect.v14i2.1968

Deep Learning and Optimization Approaches in Similarity-Navigated Graph Neural Networks and Lightweight Cryptography for Preventing Black Hole Attacks in MANET: A Review

Tirgani Belhocine

158-165

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DOI: https://doi.org/10.65521/ijacect.v14i2.1969

A Systematic Review of Privacy in Recommendation Engines: Verification, Optimization, and Scalable Computing Perspectives

P. R. Garcia, J. Novak, O. Hassan

166-173

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DOI: https://doi.org/10.65521/ijacect.v14i2.2028

A Comprehensive Review of Secure Embedding Stabilization in Federated Learning: Security Models, Optimization Techniques, and Emerging Computing Applications

J. M. Clark, R. Andersson, S. Moreau

174-180

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DOI: https://doi.org/10.65521/ijacect.v14i2.2032

A Systematic Review of Topology-based Models for Protein–Protein Interaction Networks: Methods, Architectures, and Future Research Directions

P. R. Garcia, J. Novak, O. Hassan

181-189

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DOI: https://doi.org/10.65521/ijacect.v14i2.2035

A Comprehensive Review of Homomorphic Commitment Schemes for Secure Voting Infrastructures: Security Models, Optimization Techniques, and Emerging Computing Applications

J. M. Clark, R. Andersson, S. Moreau

190-198

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DOI: https://doi.org/10.65521/ijacect.v14i2.2081

A Systematic Review of Chaotic Polynomial Sequences for High-Entropy Stream Ciphers: Methods, Architectures, and Future Research Directions

Pablo R. Garcia, Jakub Novak, Omar Hassan

199-210

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DOI: https://doi.org/10.65521/ijacect.v14i2.2082

A Comprehensive Review of Probabilistic Analysis of: Threshold Cryptography for Cloud Storage: Security Models, Optimization Techniques, and Emerging Computing Applications

J. M. Clark, R. Andersson, S. Moreau

211-222

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DOI: https://doi.org/10.65521/ijacect.v14i2.2083

A Systematic Review of Error-Correcting Code Embedding for Confidential Edge Storage: Methods, Architectures, and Future Research Directions

Pablo R. Garcia, Jakub Novak, Omar Hassan

223-234

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DOI: https://doi.org/10.65521/ijacect.v14i2.2084

A Systematic Review of Fluid Mechanical Models of Respiratory Aerosol Transport in Airways: Methods, Architectures, and Future Research Directions

Pablo R. Garcia, Jakub Novak, Omar Hassan

235-246

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DOI: https://doi.org/10.65521/ijacect.v14i2.2085

A Review of Multiscale Mathematical Models for Nanoscale Heat Transport Phenomena: Intelligent Modeling, Electronics Integration, and Real-World Applications

Pablo R. Garcia, Jakub Novak, Omar Hassan

247-258

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DOI: https://doi.org/10.65521/ijacect.v14i2.2087

A Systematic Review of Spectral methods for numerical simulation of high-energy particle interactions: Methods, Architectures, and Future Research Directions

J. M. Clark, R. Andersson, S. Moreau

259-269

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DOI: https://doi.org/10.65521/ijacect.v14i2.2089

A Systematic Review of Computational geometry algorithms for high-dimensional clustering analysis: Methods, Architectures, and Future Research Directions

Pablo R. Garcia, Jakub Novak, Omar Hassan

270-280

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DOI: https://doi.org/10.65521/ijacect.v14i2.2090

A Comprehensive Review of Delay-Aware Encryption Scheduling in Satellite Backbone Links: Security Models, Optimization Techniques, and Emerging Computing Applications

Pablo R. Garcia, Jakub Novak, Omar Hassan

281-290

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DOI: https://doi.org/10.65521/ijacect.v14i2.2171

A Systematic Review of Number-Theoretic Foundations of Blockchain Consensus Mechanisms: Methods, Architectures, and Future Research Directions

Pablo R. Garcia, Jakub Novak, Omar Hassan

291-299

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DOI: https://doi.org/10.65521/ijacect.v14i2.2172

A Review of Attack-Proof Pressure Sensor Models for Oil-Pipeline SCADA: Intelligent Modeling, Electronics Integration, and Real-World Applications

J. M. Clark, R. Andersson, S. Moreau

300-311

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DOI: https://doi.org/10.65521/ijacect.v14i2.2174

A Comprehensive Review of Interpretable Deep Learning Defences via: Secure Federated Learning Frameworks: Security Models, Optimization Techniques, and Emerging Computing Applications

J. M. Clark, R. Andersson, S. Moreau

312-321

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DOI: https://doi.org/10.65521/ijacect.v14i2.2177

A Systematic Review of Modular Exponentiation Acceleration for Smart Card Security: Methods, Architectures, and Future Research Directions

J. M. Clark, R. Andersson, S. Moreau

322-329

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DOI: https://doi.org/10.65521/ijacect.v14i2.2180

A Systematic Review of Topological Representations for Interpretable Machine Learning Models: Methods, Architectures, and Future Research Directions

J. M. Clark, R. Andersson, S. Moreau

330-338

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DOI: https://doi.org/10.65521/ijacect.v14i2.2183

Reinforcement Learning-Driven Autonomous Navigation for Mobile Robots in Unstructured and Dynamic Environments

Graziano Pichlerová

339-348

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DOI: https://doi.org/10.65521/ijacect.v14i2.2712

Explainable Artificial Intelligence Frameworks for Interpretable Decision-Making in High-Stakes Systems

Galadriel Gopalkrishnan

349-358

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DOI: https://doi.org/10.65521/ijacect.v14i2.2713

Scalable Distributed Data Mining Framework for Knowledge Discovery in Heterogeneous Big Data

Khaldun Mulyadi

359-367

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DOI: https://doi.org/10.65521/ijacect.v14i2.2714

Intelligent Edge-Cloud Integration for Secure and Scalable AI-Driven Computer Systems Optimization

Kenjiro Balasingam

368-374

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DOI: https://doi.org/10.65521/ijacect.v14i2.2715

Artificial Intelligence Techniques for an Optimized Sparse Spatial Self-Nested Graph Neural Network for Secure MU-MIMO-OFDM System: Channel Estimation, Attack Detection and Mitigation – Trends and Challenges

Qudsia Tamangdorji

375-382

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DOI: https://doi.org/10.65521/ijacect.v14i2.2744

A Comprehensive Review of Deep Learning-Based Area Efficient 1024-Point Pipelined Radix-4 FFT Processor for Biomedical Applications

Haleema Kalimuthu

383-389

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DOI: https://doi.org/10.65521/ijacect.v14i2.2745

Deep Learning and Optimization Approaches in Hardware Efficient CNN Architecture Design using Decoder-Based Low Power Approximate Multiplier and Error Reduced Carry Prediction Approximate Adder for MNIST Dataset Classification: A Review

Preben Varathan

390-397

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DOI: https://doi.org/10.65521/ijacect.v14i2.2746

A Survey of Methods and Architectures for Design of Reconfigurable Low Noise Amplifier using Hybrid Forensic-Based Investigation Algorithm and Human Urbanization Algorithm for EEG Classification

Qudsia Nithisarn

398-405

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DOI: https://doi.org/10.65521/ijacect.v14i2.2747

Recent Advances in Deep Hyperbolic Graph Attention Network-Based Collaborative Routing Algorithm for Clustered IoT-MANETs: A Systematic Review

Yannis Leroux-Martin

406-412

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DOI: https://doi.org/10.65521/ijacect.v14i2.2748

Artificial Intelligence Techniques for Prediction of Routing Scenarios in IoT-based MANETs using ERS, RED, and Global Pooling Dilated CNN: Trends and Challenges

Zulekha Fazlioglu

413-419

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DOI: https://doi.org/10.65521/ijacect.v14i2.2749

A Comprehensive Review of an Efficient Cascaded Deep Capsule Cell Attention Network Model for Breast Cancer Molecular Subtypes Prediction Using Mammogram Images

Dmitro Somanathan

420-425

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DOI: https://doi.org/10.65521/ijacect.v14i2.2750

Deep Learning and Optimization Approaches in Combining the Advantages of Radiomics Feature Extraction and Non-Invasive Detection of Microsatellite Instability in Colorectal Cancer Using Hyperparameter Tuned Pre-trained Model: A Review

Pyarali Tshering

426-433

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DOI: https://doi.org/10.65521/ijacect.v14i2.2751

A Survey of Methods and Architectures for Dual-discriminator Spiking Generative Adversarial Network Based Classification and Segmentation for Predicting Pathogenesis of Foot Ulcers in Patients with Diabetes

Taneesha Omarjee

434-442

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DOI: https://doi.org/10.65521/ijacect.v14i2.2752

Recent Advances in Improving the Thermo-Electro-Mechanical Responses of MEMS Resonant Accelerometers via a Novel Bidirectional Long Short-Term Memory: A Systematic Review

Faizaan Ben-Mizrahi

443-451

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DOI: https://doi.org/10.65521/ijacect.v14i2.2753