# contamination
標記為「contamination」的 3 篇文章
Data Provenance and Lineage
Tracking data through ML pipelines, detecting contamination, verifying data integrity, and implementing provenance systems for training data security.
data-provenancelineagecontaminationintegritysupply-chain
Synthetic Data 投毒
攻擊ing synthetic data generation pipelines to produce poisoned training sets, including generator manipulation, prompt poisoning, and contamination amplification.
synthetic-datadata-poisoninggenerationcontaminationpipeline-attacks
評估集汙染攻擊
攻擊評估基準與測試集,以製造模型安全性與能力的假象。
trainingevaluationcontamination