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Jonibek Mansurov

2 papers in the PaperMetrix corpus

Publications

Papers by this author

  1. Data Laundering: Artificially Boosting Benchmark Results through Knowledge Distillation

    2024 · arXiv (Cornell University)

    In this paper, we show that knowledge distillation can be subverted to manipulate language model benchmark scores, revealing a critical vulnerability in current evaluation practices. We introduce "Data Laundering," a process that enables the covert …

  2. Data Laundering: Artificially Boosting Benchmark Results through Knowledge Distillation

    2025

    In this paper, we show that knowledge distillation can be subverted to manipulate language model benchmark scores, revealing a critical vulnerability in current evaluation practices.We introduce "Data Laundering," a process that enables the covert transfer …