Published: 2025-11-13

Articles

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

Dr. 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

Dr 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

Mr. Vijay Yadav, Mr. Manish Zalawadia, Mr. 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

Mr. Manish Zalawadia, Mr. Vijay Yadav, Mr. 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

Mr.Pratik Gurav, Mr.Vijay Yadav, Mrs.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 IoT based soil nutrition and plant disease detection system for smart agriculture using Multi-Layer Stacked Residual Coordinate Boosted Sooty Tern Attention Network: A Review

Tirgani Trivedi-Rao

100-105

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DOI: https://doi.org/10.65521/ijacect.v14i2.1919

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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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