Incubated ML Exploits: Backdooring ML Pipelines w Input Handling Bugs
Suha Hussain
DEF CON 32 Creator Stage · Day 1 · Creator Stage
In an increasingly AI-driven world, the security of Machine Learning (ML) systems has become a paramount concern. Suha Hussain, an engineer at Trail of Bits specializing in AI and ML security, delivered a compelling talk at DEF CON 32, unveiling a novel class of vulnerabilities she terms **incubated ML exploits**. These exploits represent a critical evolution in ML security threats, bridging the traditional divide between model-centric attacks and broader system vulnerabilities.