{"schemaVersion":1,"target":{"type":"reading","id":"6a014084516ed3418625a081aeb3b2ee00c9c34d7bb3e275b4153824508165de","revision":"0b44c99d-6f4f-4078-852f-672842a1195d","revisionKind":"publication-id","title":"arXiv cs.AI: Federated Training and Grad-CAM Faithfulness in Deepfake Detection","url":"https://escapemeridian.com/readings/arxiv-cs-ai-federated-training-and-grad-cam-faithfulness-in-6a014084"},"source":{"type":"source","id":"https://arxiv.org/abs/2610.39483","revision":"f73e3c2458001032da9afb23f0006a069f32dc1e6c9fb242f0ae2831049fc353","revisionKind":"sha256-source-text","title":"Does Federated Training Degrade Explainability? A Comparative Analysis of Grad-CAM Faithfulness in Centralized vs. Federated Deepfake Detection","url":"https://arxiv.org/abs/2610.39483"},"status":"available","items":[],"next":null,"scope":"Explicit citations in public readings and public file attachments to this reading. Shared topics are not citations. Other artifact types need an explicit reference adapter."}