# Improving Generalization of ML-Based IDS With Lifecycle-Based Dataset, Auto-Learning Features, and Deep Learning

> Research article (IEEE Transactions on Machine Learning in Communications and Networking, 2024) · cited 14× · AI/ML

**Wikidata**: [openalex:W4396982373](https://www.wikidata.org/wiki/openalex:W4396982373)  
**Source**: https://4ort.xyz/entity/improving-generalization-of-ml-based-ids-with-lifecycle-based-dataset-auto-learning-features-and-deep-learning