A fine-tune of convaiinnovations/laya that flags an evidence document carrying an instruction aimed at its reader. Built for MoneyTrail, a cross-organization payment investigation prototype. This is not the best available detector for the job, and it is not used in MoneyTrail's decision path. It is published so the experiment can be reproduced. - On attacks no detector could have trained on, it scores 0.688 AUC. deepset/deberta-v3-base-injection scores 0.894 and sheltron-ai/prompt-guard-68m 0.785 on the same data. If you want a screen, use one of those. - It reaches a perfect 1.000 on its own held-out synthetic test split. That number is an artefact of the generator that made the data: the…
Independent publisher
Chetan Choudhary
chetan-choudhary
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Models on Hugging Face1
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