# Assessment of data augmentation, dropout with L2 Regularization and differential privacy against membership inference attacks

> Research article (Multimedia Tools and Applications, 2023) · cited 18× · AI/ML

**Wikidata**: [openalex:W4387741967](https://www.wikidata.org/wiki/openalex:W4387741967)  
**Source**: https://4ort.xyz/entity/assessment-of-data-augmentation-dropout-with-l2-regularization-and-differential-privacy-against-membership-inference-att