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title: WWDC26: Meet Trust Insights | Apple | daily.dev
description: Apple&#x27;s Trust Insights is a new iOS 27 framework that helps apps detect social engineering and coercion attacks by analyzing behavioral context. Unlike...
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# WWDC26: Meet Trust Insights | Apple

**[Apple Developer](https://daily.dev/sources/appledeveloper)** · 13 min read · 0 upvotes · 0 comments

## Summary

Apple's Trust Insights is a new iOS 27 framework that helps apps detect social engineering and coercion attacks by analyzing behavioral context. Unlike traditional authentication, it identifies whether a user is acting freely or being coached by an attacker in real time. The Swift API uses on-device ML to evaluate interaction patterns, timing, and sensor data without sharing data with Apple or third parties. Developers configure an entitlement, create an InsightEvaluator with an operation category (payment, account, communication, etc.), and receive a risk signal (unknown, medium, high) to adjust app friction accordingly. Mandatory real-time consumption feedback and optional offline fraud labels help improve the model. Key use cases include high-value financial transactions, irreversible actions, and sensitive data sharing.

## Full article

daily.dev links to this article rather than hosting it. Read it at the original source: <https://www.youtube.com/watch?v=jY-_rqz_VEM>

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---

Tags: [#security](https://daily.dev/tags/security), [#ios](https://daily.dev/tags/ios), [#swift](https://daily.dev/tags/swift), [#fraud-detection](https://daily.dev/tags/fraud-detection)

[View this post on daily.dev](https://daily.dev/posts/wwdc26-meet-trust-insights-apple-inybquqqn)

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