AESOP: Adversarial Execution-path Selection to Overload Deep Learning Pipelines

Tingxi Li, Mingfang Ji, Ravishka Shemal Rathnasuriya +3

Modern machine learning deployments increasingly compose specialized models into dynamic inference pipelines, where upstream components produce intermediate predictions that determ…