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IEEE P3410

IEEE Approved Draft Guide for Large Scale Financial Risk Models

STANDARD published on 13.5.2025

English -
electronic (protected pdf) - Immediate download (58.00 USD)

The information about the standard:

Designation standards: IEEE P3410
Publication date standards: 13.5.2025
Approximate weight : 300 g (0.66 lbs)
Country: International technical standard
Category: Technical standards IEEE

Annotation of standard text IEEE P3410 :

New IEEE Standard - Active - Draft.
This guide aims to establish a standardized reference framework and technical protocols for implementing large-scale artificial intelligence (AI) models in financial risk management. It serves as an essential guidance for financial institutions seeking to build, iterate, utilize their large-scale AI models for managing financial risks. The guide offers best practice on integrating various data knowledge, including feature space, sample, and model knowledge, into large-scale financial risk management models. It also provides strategic guidance on designing pre-training process, fine-tuning process, and evaluation methodologies to augment the feature and risk comprehensive capabilities of the large-scale models. Furthermore, it elucidates on the swift adaptation of the large models to various financial lending risk scenarios and the iterative process of the large-scale models.

ISBN: 979-8-8557-1412-8, 979-8-8557-1412-8
Number of Pages: 24
Product Code: STDUD27453, STDAPE27453
Keywords: financial risk management, large-scale financial risk management models, pre-training, fine-tuning, swift adaptation, iteration.
Category: 309
Draft Number: P3410/D6, Oct 2024 - UNAPPROVED DRAFT, P3410/D6, Oct 2024 - APPROVED DRAFT