Synthetic Data Warfare The Hidden Battle in AI Training Zaina Haider · Follow 2 min read · 1 hour ago — Innovation is always driven by data. But as AI is being incorporated in healthcare, finance and security, adversarial data threats are increasing. The solution for such threats is synthetic data; artificial datasets designed for AI training. This negates the need for real world data that can be misused. For more insights on Generative AI, check out the Generative AI YouTube channel. Synthetic Data Synthetic data is not just random noise, it is generated by AI such as Generative Adversarial Networks and Variational Autoencoders. These models have the ability to analyze real world data and recreate artificial datasets that mimic the originals. This leads to a datasets with negligible […]
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