Multimodal datasets blend text, audio, and visual data, creating complex privacy challenges. Layered auditing ensures technical, semantic, and behavioral safeguards. Differential privacy and federated techniques maintain security while preserving analytical insights. Learners in a Data Scientist Course or Data Scientist Course in Nagpur gain practical expertise. Ethical audits support... https://medium.com/@excelrposts/ensuring-trust-across-data-types-privacy-auditing-strategies-for-multimodal-datasets-53c813c2f207