Unverified50% confidenceSolutionExact time
The study provides practical guidance: assess the level of client heterogeneity, verify explanation faithfulness before deployment, and establish continuous monitoring mechanisms.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/30/2026
First Seen
Valid until: 1/28/2027
Sources
Related Entities
Related Claims
UnverifiedThe evaluation used participant-level cross-validation and a leave-one-subject-out method to prevent data leakage.75% similarUnverifiedWhen evaluating such tools, users can focus on whether the service provider offers clear data retention descriptions, whether model inference is completed locally, and whether fine-grained permission revocation is supported74% similarUnverifiedThe countermeasure recommendations provided by the research fall into four categories: testing, disclosure, monitoring, and measurement.73% similar
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