In the ever-evolving world of AI, Deep Generative Models (DGMs) stand out as a fascinating subset. Let’s understand their capabilities, unique characteristics, and potential vulnerabilities. Introduction to AI Models The Magic Behind DGMs: Latent Codes Imagine condensing an entire book into a short summary. This summary, which captures the essence of the book, is analogous to a latent code in DGMs. It’s a richer, more nuanced representation of data, allowing DGMs to generate new, similar content. DGM vs. DDM: A Comparative Analysis Unique Vulnerabilities of DGMs Countermeasures to Protect DGMs DGMs, with their ability to generate new data and understand […]