Repurposing Neural Networks to Generate Synthetic Media for Information Operations

FireEye’s Data Science and Information Operations Analysis teams released this blog post to coincide with our Black Hat USA 2020 Briefing, which details how open source, pre-trained neural networks can be leveraged to generate synthetic media for malicious purposes. To summarize our presentation, we first demonstrate three successive proof of concepts for how machine learning models can be fine-tuned in order to generate customizable synthetic media in the text, image, and audio domains.

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