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Author

N. S. Chaitanya

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Open access Aug 2026

XAI-Enhanced Hybrid CNN–Transformer Framework For Multi-Class Lung Disease Classification

The results suggest that the hybrid CNN-Transformer model provides a strong level of diagnostic accuracy and meaningfully understood visual rationale so it can serve as an excellent decision support mechanism for hospitals and radiologists in their daily operations.

Prasanna Pabba, N. S. Chaitanya, M. Ravikanth et al. · 0 citations
Open access Jul 2026

Explainable attention-based intrusion detection for encrypted 5G network traffic

A privacy-preserving intrusion detection framework that operates exclusively on flow-level traffic metadata without deep packet inspection, which supports the practicality of explainable Transformer models for secure and scalable APT detection in encrypted 5G environments.

Raghu Dhumpati, Varun Vemulapalli, Udayaraju Pamula et al. · 0 citations

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