PROVEX: Enhancing SOC Analyst Trust with Explainable Provenance-Based IDS
Published:Dec 20, 2025 03:45
•1 min read
•ArXiv
Analysis
This article likely discusses a new Intrusion Detection System (IDS) called PROVEX. The core idea seems to be improving the trust that Security Operations Center (SOC) analysts have in the IDS by providing explanations for its detections, likely using provenance data. The use of 'explainable' suggests the system aims to be transparent and understandable, which is crucial for analyst acceptance and effective incident response. The source being ArXiv indicates this is a research paper, suggesting a focus on novel techniques rather than a commercial product.
Key Takeaways
- •PROVEX is a new IDS focused on explainability.
- •It aims to increase trust in IDS detections among SOC analysts.
- •The system likely uses provenance data to provide explanations.
- •The research is published on ArXiv, indicating a research-focused approach.
Reference
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