# Log-based Anomaly Detection Without Log Parsing

> Research article (2021 36th IEEE/ACM International Conference on Automated Software Engineering (ASE), 2021) · cited 248× · AI/ML

**Wikidata**: [openalex:W4205965165](https://www.wikidata.org/wiki/openalex:W4205965165)  
**Source**: https://4ort.xyz/entity/log-based-anomaly-detection-without-log-parsing