Training Provenance Tracking and Analysis

PoisonSpot: Precise Spotting of Clean-Label Backdoors via Fine-Grained Training Provenance Tracking featured image

PoisonSpot: Precise Spotting of Clean-Label Backdoors via Fine-Grained Training Provenance Tracking

Relying on untrusted data exposes machine learning models to backdoor attacks, where adversaries poison training data to embed hidden behaviors. Existing defenses struggle against …

avatar
Philemon Hailemariam