Faux Data, Real Defense: ML advancements in data synthesis

Faux Data, Real Defense: ML advancements in data synthesis Arjun Chakraborty Access to realistic cybersecurity data is difficult to procure and expensive to simulate. Synthetic data generation has seen great advances with LLMs over the last year. C...

Faux Data, Real Defense: ML advancements in data synthesis

Arjun Chakraborty

Access to realistic cybersecurity data is difficult to procure and expensive to simulate. Synthetic data generation has seen great advances with LLMs over the last year. Can ML based detection methods benefit from this? We dive into some methodologies and explore a use case.

https://bsidessf2024.sched.com/event/d2ad032125ef1f702552e75b9622e9e7