# COVAD: Content-oriented video anomaly detection using a self attention-based deep learning model

> Research article (Virtual Reality & Intelligent Hardware, 2023) · cited 40× · AI/ML

**Wikidata**: [openalex:W4322625614](https://www.wikidata.org/wiki/openalex:W4322625614)  
**Source**: https://4ort.xyz/entity/covad-content-oriented-video-anomaly-detection-using-a-self-attention-based-deep-learning-model