Swetha Ghanta

According to our database, Swetha Ghanta authored at least 8 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Security and Verifiability in Federated Learning: A Zero-Knowledge Reputation-Based Blockchain Framework.

Swetha Ghanta, Ashok Kumar Pradhan, Prasanthi Boyapati, Sujit Biswas, Saraju P. Mohanty

IEEE Trans. Netw. Sci. Eng., 2026

2025

Federated Transfer Learning for Chest X-ray Classification: An Explainable and Generative AI Framework with Reliability Assessment.

Swetha Ghanta, Abhiram Thiriveedhi, Prasanthi Boyapati, Ashok Kumar Pradhan

SN Comput. Sci., October, 2025

ALL-Net: integrating CNN and explainable-AI for enhanced diagnosis and interpretation of acute lymphoblastic leukemia.

Abhiram Thiriveedhi, Swetha Ghanta, Sujit Biswas, Ashok Kumar Pradhan

PeerJ Comput. Sci., 2025

Federated proximal learning with data augmentation for brain tumor classification under heterogeneous data distributions.

Swetha Ghanta, Venkata Sumanth Siddareddy, Prasanthi Boyapati, Sujit Biswas, Gandharba Swain, Ashok Kumar Pradhan

PeerJ Comput. Sci., 2025

Enhancing privacy-preserving brain tumor classification with adaptive reputation-aware federated learning and homomorphic encryption.

Swetha Ghanta, Prasanthi Boyapati, Sujit Biswas, Ashok Kumar Pradhan, Saraju P. Mohanty

PeerJ Comput. Sci., 2025

2024

Enhancing machine learning-based forecasting of chronic renal disease with explainable AI.

Sanjana Singamsetty, Swetha Ghanta, Sujit Biswas, Ashok Kumar Pradhan

PeerJ Comput. Sci., 2024

NUTRIVISION: A System for Automatic Diet Management in Smart Healthcare.

Madhumita Veeramreddy, Ashok Kumar Pradhan, Swetha Ghanta, Laavanya Rachakonda, Saraju P. Mohanty

CoRR, 2024

Deep Learning Diagnosis: Leveraging Transfer Learning for COVID-19 Detection from Chest X-rays.

Swetha Ghanta, Abhiram Thiriveedhi, Ashok Kumar Pradhan

Proceedings of the OITS International Conference on Information Technology, 2024