Privacy Attacks and Defenses in Machine Learning: A Survey

W Liu, X Han, M He - … Conference on Computer Engineering and Networks, 2023 - Springer
As machine learning has gradually become an important technology in the field of artificial
intelligence, its development is also facing challenges in terms of privacy. This article aims to …

Enhancing Privacy in Big Data Analytics Through Encrypted Computational Techniques and Secure Multi-Party Computation Strategies

ATA Hossam - Journal of Industrial IoT Technologies, 2024 - scicadence.com
The increasing volume and sensitivity of data used in big data analytics necessitate
advanced privacy-preserving techniques to protect against unauthorized access and data …