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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

Author

S. Alshuhri

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Open access 2026

Semantic-Driven Community Detection in Complex Networks Using Fuzzy Logic and Multi-Criteria Decision Making

This study introduces a novel approach to community detection in complex networks by integrating fuzzy logic with multi-criteria decision-making techniques, and customizes the k-means clustering algorithm to accommodate small- and large-scale network structures.

Mohamed el-Moussaoui, Mohamed Hanine, S. Alshuhri et al. · 0 citations
Open access 2026

Multimodal Emotion Recognition in Urdu through Late Fusion of Fine-Tuned Speech and Text Representations

This study proposes a multimodal deep learning framework for Urdu emotion recognition by integrating speech and text modalities that surpasses the existing UMEDNet benchmark, demonstrating the effectiveness of transformer-based feature extraction and multimodal late fusion for Urdu emotion recognition.

Muhammad Sheraz, Adil Majeed, Shehzad Khalid et al. · 0 citations
Open access 2026

HEbdMIA: Lightweight Logit Encryption for Membership Inference Defense

HEbdMIA is a lightweight homomorphic encryption-based defense that operates at the post-inference stage by encrypting model output logits without requiring retraining or architectural modifications, indicating that HEbdMIA provides an effective, scalable, and deployment-friendly solution for enhancing privacy in real-w...

Akash Shah, M. A. Wani, R. Chaturvedi et al. · 0 citations
Open access 2026

Security from Design, Bridging Model-Driven Architecture and DevSecOps Using Zynerator

It is shown that the enhanced Zynerator framework reduces development effort, strengthens security posture, and accelerates DevSecOps adoption, indicating that DevSecOps-aware model-driven engineering offers a viable pathway toward secure, auto-mated software delivery.

Younes Zouani, Mohamed Lachgar, Youssef Harrati et al. · 0 citations

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