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KQL detection library for Azure/Sentinel

0
Medium
Published: 08/01/2026 (08/01/2026, 20:03:45 UTC)
Source: Reddit BlueTeam

Description

This is an announcement of a KQL (Kusto Query Language) detection library for Microsoft Azure Sentinel and Defender for Cloud. The library contains 32 production-quality detection rules mapped to MITRE ATT&CK tactics for cloud environments. The rules cover various attack techniques such as credential access, initial access, privilege escalation, lateral movement, exfiltration, persistence, defense evasion, discovery, execution, and impact. Each rule includes descriptions, false positive considerations, and tuning notes to facilitate practical deployment. The library is intended to enhance detection capabilities in Azure Sentinel environments.

Reddit Discussion

r/blueteamsec·posted by u/Ok-Code4306
00

Put together a KQL detection library for Azure/Sentinel — 32 rules across 10 MITRE ATT&CK tactics. Each rule has description, false positive considerations, and tuning notes baked into the file so it's actually usable in production without guesswork.

Covers things like MFA fatigue, impossible travel, federated identity credential abuse, Conditional Access policy modification, VM extension installation, and subscription ownership transfer — some of the less commonly documented ones.

github.com/neelkotnis/kql-detection-rules

AI-Powered Analysis

Machine-generated threat intelligence

AILast updated: 08/01/2026, 21:18:38 UTC

Technical Analysis

The KQL detection library provides 32 detection rules for Microsoft Sentinel and Defender for Cloud, each mapped to MITRE ATT&CK for Cloud framework tactics and techniques. The rules target a wide range of attack vectors including MFA fatigue, impossible travel, federated identity credential abuse, conditional access policy modifications, VM extension installations, and subscription ownership transfers. The rules are designed to be used directly in Sentinel Analytics Rules or Log Analytics queries with built-in tuning and false positive guidance. The library requires specific Azure log sources to be connected to Log Analytics workspaces for effective operation.

Potential Impact

This library itself is not a vulnerability or threat but a security detection resource aimed at improving the identification of malicious activities in Azure cloud environments. It enhances defenders' ability to detect and respond to various attack techniques, potentially reducing the impact of real attacks by enabling earlier detection.

Mitigation Recommendations

This is a detection resource, not a vulnerability. No patch or remediation is required. Security teams should consider deploying these detection rules in their Azure Sentinel environments to improve threat detection coverage. The rules come with tuning notes and false positive guidance to facilitate effective use without generating excessive alerts.

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Technical Details

Source Type
reddit
Subreddit
blueteamsec+AskNetsec+Information_Security
Reddit Score
0
Discussion Level
minimal
Content Source
reddit_link_post
Post Type
link
Domain
null
Newsworthiness Assessment
{"score":35,"reasons":["external_link","established_author","recent_news"],"isNewsworthy":true,"foundNewsworthy":[],"foundNonNewsworthy":[]}
Has External Source
true
Trusted Domain
false

Threat ID: 6a6e628cbf32cb7a344f4a4b

Added to database: 08/01/2026, 21:18:04 UTC

Last enriched: 08/01/2026, 21:18:38 UTC

Last updated: 08/01/2026, 21:18:38 UTC

Views: 1

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