# Detecting Sequential Deepfake Manipulation via Spectral Transformer With Pyramid Attention in Consumer IoT

> Research article (IEEE Transactions on Consumer Electronics, 2024) · cited 10× · AI/ML

**Wikidata**: [openalex:W4399602142](https://www.wikidata.org/wiki/openalex:W4399602142)  
**Source**: https://4ort.xyz/entity/detecting-sequential-deepfake-manipulation-via-spectral-transformer-with-pyramid-attention-in-consumer-iot