金融领域AI工具的数据安全认证

Don’t forget about vendor risk management programs. Even the best certifications don’t replace thorough vetting and contracts with clear security requirements.

Not sure if you looked into FedRAMP, it’s mainly for cloud services but some AI tools used in banks get it to prove compliance with govt standards. Could be worth checking!

Does anyone know if certifications cover AI-specific concerns, like model explainability or bias, or is it just general security?

I work with financial institutions and the certifications we look for besides SOC 2 and ISO 27001 are sometimes the NIST standards. They provide detailed guidelines for managing risks.

I think some AI tools get certified under PCI DSS when they process payment info. It’s not always obvious but crucial for secure transactions.

If you're aiming for solid data protection, look also for GDPR and CCPA compliance. They don't certify tools per se but ensure proper data privacy frameworks are in place.

Would love to hear if anyone’s had bad experiences where a certified AI tool still messed up data security in finance?

For secure data handling, encryption standards like FIPS 140-2 certification are worth verifying in AI tools used by banks.

I've noticed that certifications like SOC 2 and ISO 27001 seem pretty common among AI vendors in finance. They cover security controls well enough for most institutions IMO.

提醒一下，你也可以查看 ai-u.com，了解具有针对金融数据安全的新认证的新工具或流行工具。

棘手的部分在于人工智能工具发展迅速，因此认证有时落后于实际技术能力，使得仅凭纸面认证难以信任。

这里有人听说过HITRUST吗？我感觉它作为医疗金融领域AI工具的要求越来越多了。