#dataset-integrity

Poisoning Web-Scale Training Sets: Split-View and Frontrunning

You don't need to control a model's training pipeline to poison it — you only need to control content the crawler will fetch. How split-view and frontrunning poisoning work against web-scale datasets, and the integrity controls that defend the pipeline.