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Lorenzo Orsingher

1 paper indexed

arxivcs.CVcs.AI2026-07-23

Unlearning Under Imbalance: Benchmarking Fairness in Multimodal LLM Unlearning

Lorenzo Orsingher, Thomas De Min, Massimiliano Mancini, Davide Talon, Elisa Ricci

Machine unlearning has emerged as a tool for removing personal data from trained models to comply with recent AI regulations. To evaluate unlearning effectiveness in multimodal large language models (MLLMs), prior works fine-tune models on fictitious identities, simulating unlear…

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