# Adversarial Challenges in Network Intrusion Detection Systems: Research Insights and Future Prospects

> Research article (IEEE Access, 2025) · cited 36× · AI/ML

**Wikidata**: [openalex:W4413349856](https://www.wikidata.org/wiki/openalex:W4413349856)  
**Source**: https://4ort.xyz/entity/adversarial-challenges-in-network-intrusion-detection-systems-research-insights-and-future-prospects