# SoK: The Challenges, Pitfalls, and Perils of Using Hardware Performance Counters for Security

> Research article (2019 IEEE Symposium on Security and Privacy (SP), 2019) · cited 172× · AI/ML

**Wikidata**: [openalex:W2932551155](https://www.wikidata.org/wiki/openalex:W2932551155)  
**Source**: https://4ort.xyz/entity/sok-the-challenges-pitfalls-and-perils-of-using-hardware-performance-counters-for-security