Fortify Your Foundations: Practical Privacy and Security for Foundation Model Deployments In The Cloud

Foundation Models (FMs) display exceptional performance in tasks such as natural language processing and are being applied across a growing range of disciplines. Although typically trained on large public datasets, FMs are often fine-tuned or integrated into Retrieval-Augmented Generation (RAG) syst...

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Veröffentlicht in:	arXiv.org 2024-10
Hauptverfasser:	Chrapek, Marcin, Vahldiek-Oberwagner, Anjo, Spoczynski, Marcin, Constable, Scott, Vij, Mona, Hoefler, Torsten
Format:	Artikel
Sprache:	eng
Schlagworte:	Data augmentation Natural language processing Privacy Security Theft
Online-Zugang:	Volltext
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