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News/Lifecycle-Aware Dynamic Analysis for Secure ML Model Execution
arxiv
PublishedJune 18, 2026 at 4:00 AM
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Lifecycle-Aware Dynamic Analysis for Secure ML Model Execution

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arXiv:2606.19023v1 Announce Type: cross Abstract: The growing reliance on pre-trained Machine Learning (ML) models has introduced new attack surfaces. Recent vulnerabilities demonstrate that malicious behavior can be embedded within model artifacts, often bypassing existing defenses. Current model-s

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