# A Spectrogram Image-Based Network Anomaly Detection System Using Deep Convolutional Neural Network

> Research article (IEEE Access, 2021) · cited 94× · AI/ML

**Wikidata**: [openalex:W3167979994](https://www.wikidata.org/wiki/openalex:W3167979994)  
**Source**: https://4ort.xyz/entity/a-spectrogram-image-based-network-anomaly-detection-system-using-deep-convolutional-neural-network