FLIBD: A federated learning-based IoT big data management approach for privacy-preserving over Apache Spark with FATE

A Karras, A Giannaros, L Theodorakopoulos… - Electronics, 2023 - mdpi.com
In this study, we introduce FLIBD, a novel strategy for managing Internet of Things (IoT) Big
Data, intricately designed to ensure privacy preservation across extensive system networks …

Boundaries and Future Trends of ChatGPT Based on AI and Security Perspectives

A Alsumayt, ZM Alfawaer, N El-Haggar… - HighTech and …, 2024 - hightechjournal.org
In decades, technology and artificial intelligence have significantly impacted aspects of life.
One noteworthy development is ChatGPT, an AI-based model that has created a revolution …

FL-EASGD: Federated Learning Privacy Security Method Based on Homomorphic Encryption.

H Sun, X Chen, K Yuan - Computers, Materials & Continua, 2024 - search.ebscohost.com
Federated learning ensures data privacy and security by sharing models among multiple
computing nodes instead of plaintext data. However, there is still a potential risk of privacy …