GUPTA, HARSHIT
GUPTA, HARSHIT
Dipartimento di Ingegneria
Achieving Grid Resilience and Stability with Horizontal Federated Learning Based Energy Demand Forecasting
2024-01-01 Gupta, Harshit; Nath, Kaushik; Sinha, Ayush; Vyas, O. P.; Puliafito, Antonio
Biometric Iris Identifier Recognition with Privacy Preserving Phenomenon: A Federated Learning Approach
2022-01-01 Gupta, Harshit; Kumar Rajput1, Tarun; Vyas1, Ranjana; Vyas1, O. P.; Puliafito, Antonio
Commissioning Federated Reinforcement Learning to Envision Network Security Strategies
2023-01-01 Gupta, H.; Sharma, S.; Roshan, A.; Baranwal, A.; Rajendran, S.; Vyas, R.; Vyas, O. P.; Puliafito, A.
Empirical Analysis of Federated Learning Algorithms: A Federated Research Infrastructure Use Case
2023-01-01 Gupta, H.; Verma, A.; Vyas, O. P.; Garofalo, M.; Tricomi, G.; Longo, F.; Merlino, G.; Puliafito, A.
Exploring and Mitigating Gradient Leakage Vulnerabilities in Federated Learning
2025-01-01 Gupta, Harshit; Barakat, Ghena; D'Agati, Luca; Longo, Francesco; Merlino, Giovanni; Puliafito, Antonio
Fed-HKD: Federated Heterogeneous Model Aggregation Using Modified Knowledge Distillation
2025-01-01 Gupta, Harshit; Panda, Subham; Gautam, Shubhendra; Kumar, Chandan; Kumar, Vishal; Vikram, Avaneesh Rav; Bhukya, Ramesh K.; Vyas, O. P; Puliafito, Antonio
Fed-Trace: An Efficient Model to Traceback Data Poisoning Attacks in Federated Learning
2023-01-01 Gupta, H.; Pareek, P.; Arora, A.; Kaur Maini, M. D.; Bhukya, R. K.; Vyas, O. P.; Puliafito, A.
Federated learning across the compute continuum: A hierarchical approach with splitNNs and personalized layers
2025-01-01 Gupta, H.; Krishnan, A.; Vyas, O. P.; Merlino, G.; Longo, F.; Puliafito, A.
FedGrid: A Secure Framework with Federated Learning for Energy Optimization in the Smart Grid
2023-01-01 Gupta, H.; Agarwal, P.; Gupta, K.; Baliarsingh, S.; Vyas, O. P.; Puliafito, A.
Improving Heart Disease Prediction: Insights from Federated Deep Learning
2024-01-01 Gupta, Harshit; Bhardwaj, Akash; Rafeeq, Md. Shaheer; Choudhary, Anand; Garse, Indrajeet; Vyas, O. P.; Puliafito, Antonio
Operational Technologies in Industrial Control System: Cybersecurity Perspectives and Research Trends
2024-01-01 Gupta, H.; D'Agati, L.; Longo, F.; Puliafito, A.; Merlino, G.
Risk Prediction in the Life Insurance Industry Using Federated Learning Approach
2022-01-01 Gupta, H.; Patel, D.; Makade, A.; Gupta, K.; Vyas, O. P.; Puliafito, A.
RTHM: Real-Time Hard Timeout Management for Reliable QoS in Industry 4.0 Networks
2025-01-01 Gupta, Harshit; Barakat, Ghena; D'Agati, Luca; Tricomi, Giuseppe; Longo, Francesco; Merlino, Giovanni; Puliafito, Antonio
State-Based Modeling and Anomaly Detection in Industrial Systems Using DEVS
2025-01-01 Barakat, Ghena; Gupta, Harshit; D’Agati, Luca; Tricomi, Giuseppe; Longo, Francesco; Merlino, Giovanni; Puliafito, Antonio
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| Achieving Grid Resilience and Stability with Horizontal Federated Learning Based Energy Demand Forecasting | 1-gen-2024 | Gupta, Harshit; Nath, Kaushik; Sinha, Ayush; Vyas, O. P.; Puliafito, Antonio | |
| Biometric Iris Identifier Recognition with Privacy Preserving Phenomenon: A Federated Learning Approach | 1-gen-2022 | Gupta, Harshit; Kumar Rajput1, Tarun; Vyas1, Ranjana; Vyas1, O. P.; Puliafito, Antonio | |
| Commissioning Federated Reinforcement Learning to Envision Network Security Strategies | 1-gen-2023 | Gupta, H.; Sharma, S.; Roshan, A.; Baranwal, A.; Rajendran, S.; Vyas, R.; Vyas, O. P.; Puliafito, A. | |
| Empirical Analysis of Federated Learning Algorithms: A Federated Research Infrastructure Use Case | 1-gen-2023 | Gupta, H.; Verma, A.; Vyas, O. P.; Garofalo, M.; Tricomi, G.; Longo, F.; Merlino, G.; Puliafito, A. | |
| Exploring and Mitigating Gradient Leakage Vulnerabilities in Federated Learning | 1-gen-2025 | Gupta, Harshit; Barakat, Ghena; D'Agati, Luca; Longo, Francesco; Merlino, Giovanni; Puliafito, Antonio | |
| Fed-HKD: Federated Heterogeneous Model Aggregation Using Modified Knowledge Distillation | 1-gen-2025 | Gupta, Harshit; Panda, Subham; Gautam, Shubhendra; Kumar, Chandan; Kumar, Vishal; Vikram, Avaneesh Rav; Bhukya, Ramesh K.; Vyas, O. P; Puliafito, Antonio | |
| Fed-Trace: An Efficient Model to Traceback Data Poisoning Attacks in Federated Learning | 1-gen-2023 | Gupta, H.; Pareek, P.; Arora, A.; Kaur Maini, M. D.; Bhukya, R. K.; Vyas, O. P.; Puliafito, A. | |
| Federated learning across the compute continuum: A hierarchical approach with splitNNs and personalized layers | 1-gen-2025 | Gupta, H.; Krishnan, A.; Vyas, O. P.; Merlino, G.; Longo, F.; Puliafito, A. | |
| FedGrid: A Secure Framework with Federated Learning for Energy Optimization in the Smart Grid | 1-gen-2023 | Gupta, H.; Agarwal, P.; Gupta, K.; Baliarsingh, S.; Vyas, O. P.; Puliafito, A. | |
| Improving Heart Disease Prediction: Insights from Federated Deep Learning | 1-gen-2024 | Gupta, Harshit; Bhardwaj, Akash; Rafeeq, Md. Shaheer; Choudhary, Anand; Garse, Indrajeet; Vyas, O. P.; Puliafito, Antonio | |
| Operational Technologies in Industrial Control System: Cybersecurity Perspectives and Research Trends | 1-gen-2024 | Gupta, H.; D'Agati, L.; Longo, F.; Puliafito, A.; Merlino, G. | |
| Risk Prediction in the Life Insurance Industry Using Federated Learning Approach | 1-gen-2022 | Gupta, H.; Patel, D.; Makade, A.; Gupta, K.; Vyas, O. P.; Puliafito, A. | |
| RTHM: Real-Time Hard Timeout Management for Reliable QoS in Industry 4.0 Networks | 1-gen-2025 | Gupta, Harshit; Barakat, Ghena; D'Agati, Luca; Tricomi, Giuseppe; Longo, Francesco; Merlino, Giovanni; Puliafito, Antonio | |
| State-Based Modeling and Anomaly Detection in Industrial Systems Using DEVS | 1-gen-2025 | Barakat, Ghena; Gupta, Harshit; D’Agati, Luca; Tricomi, Giuseppe; Longo, Francesco; Merlino, Giovanni; Puliafito, Antonio |