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News/Decomposing Memorization Reduction in Privacy-Preserving Fine-Tuning of SLMs for CSIRTs
arxiv
PublishedJune 30, 2026 at 4:00 AM

Decomposing Memorization Reduction in Privacy-Preserving Fine-Tuning of SLMs for CSIRTs

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arXiv:2606.28479v1 Announce Type: cross Abstract: CSIRTs increasingly fine tune language models on vulnerability scan records, but these records expose internal network topology and create privacy risks under regulations such as GDPR and LGPD. We present the first empirical study of how DP SGD and H

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