confidence intervals 1graph sampling 1network segmentation 1security metrics 1statistical estimation 1zero trust assessment 1
From the 1 of 3 linked papers with an AI index.
3 papers
cs.SI2026
How segmented is my network?
Rohit Dube
The paper introduces a statistically grounded metric called segmentedness to quantify how much a network is segmented, provides a normalized estimator with confidence intervals, an…
cs.CR2026
Why Network Segmentation Projects Fail
Rohit Dube
Network segmentation is a foundational enterprise security control. Despite its recognized benefits, segmentation initiatives frequently fail in practice, and the field lacks a sys…
cs.CR2026
Per-sender neural network classifiers for email authorship validation
Rohit Dube
Business email compromise and lateral spear phishing attacks are among modern organizations' most costly and damaging threats. While inbound phishing defenses have improved signifi…