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Title

Graph-Based Spatio-Temporal Deep Learning for Enhanced Short-Term Traffic Prediction

Author

Madan Singh, Azween Abdullah

Citation

Vol. 26  No. 3  pp. 182-194

Keywords

Intelligent Transportation Systems (ITS); Traffic Prediction; Spatio-Temporal Modelling; Graph Neural Networks; Deep Learning; Urban Mobility Forecasting.


Title

Beyond the Bit: Key Innovations in TFHE

Author

Hussein Aghajani Kalkhouran

Citation

Vol. 26  No. 4  pp. 1-24

Keywords

Fully Homomorphic Encryption (FHE), TFHE, Bootstrapping, Confidential Computing, Federated Learning, Genomics, Algebraic Cryptography, Privacy-Preserving AI, Blockchain.


Title

Enhancing Robustness in Medical Question Answering Systems with Novel Defense Models against Adversarial Attacks

Author

Atrab A. Abd El-Aziz, Reda A El-Khoribi, and Nour Eldeen Khalifa

Citation

Vol. 26  No. 4  pp. 25-42

Keywords

Adversarial Attacks, BERT, Medical Question Answer (MQA), Term Frequency-Inverse Document Frequency (TFIDF).


Title

Explainable Hybrid Machine Learning for Autonomous Optimization of Network QOS in Cyber Security

Author

Anan Ismail Ahmed

Citation

Vol. 26  No. 4  pp. 43-52

Keywords

Network performance Analysis; Network Traffic Predication; Performance Optimization; Throughput Optimization; Real-Time Monitoring; Feature Selection; Predictive Modeling; Network Delay Analysis; Intelligent Network Management; Weka Tool


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