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ENTITY Detect, Unlearn, Restore: Defending Text Summarization Models Against Data Poisoning

Detect, Unlearn, Restore: Defending Text Summarization Models Against Data Poisoning

PulseAugur coverage of Detect, Unlearn, Restore: Defending Text Summarization Models Against Data Poisoning — every cluster mentioning Detect, Unlearn, Restore: Defending Text Summarization Models Against Data Poisoning across labs, papers, and developer communities, ranked by signal.

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  1. RESEARCH · CL_109560 ·

    New defense framework targets data poisoning in text summarization models

    Researchers have developed a new framework to defend text summarization models against data poisoning attacks that occur during the fine-tuning stage. This method, called Detect, Unlearn, Restore, can identify poisoned …