No. 21 of 26 ·Insider Risk Management Software

SATARK

Linux · API

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Freedom report

No signalScore 5.1

Free tierNo free tier on record
Open codeNo open-source code on record
Runs widely1 of 6 device platforms
DocumentedThinly documented

SATARK is ranked #21 of 26 in insider risk management software on Freedom251. It runs on API, Linux.

Compared on insider risk management software

User risk scoring: Yes
Insider-risk workflows: Yes
Data exfiltration detection: Yes

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The record

Product: SATARK is an open-source security analytics framework for building explainable detection pipelines across security domains.
Purpose: It provides reusable, plugin-first security analytics for ingesting, normalizing, scoring, explaining, and mapping findings to knowledge bases.
Architecture: Its pipeline is collect → normalize → detect → score → explain, with a domain-agnostic core and separate domain plugins.
Detection domains: The project lists plugins for insider threats, malware, phishing, web, email, cloud, and identity.
Plugin status: The insider plugin is implemented for behavioral spikes, while the malware, phishing, web, email, cloud, and identity plugins are described as heuristic stubs.
Explainability: SATARK describes risk scores with contributing factors, evidence, confidence, reasoning, and knowledge references.
AI: AI may assist with summaries, but the site says detections should remain reproducible without an LLM.
Intended users: The documentation names security researchers prototyping detections, engineers building reusable analytics plugins, and teams needing transparent risk scores as intended users.
Status and limits: SATARK is an early open-source alpha rebuild; APIs, packaging, and plugin coverage are evolving, and the documentation says not to treat it as production-ready without independent evaluation.
Installation: The repository installation instructions require Python 3.13 or later and use uv to synchronize dependencies.
Security reporting: The community page directs vulnerability reports to the private disclosure process in SECURITY.md and says not to open public issues for undisclosed vulnerabilities.
Support and community: The community page directs bug reports to GitHub issues with reproduction steps, expected and actual behavior, and environment details.
License: The GitHub repository identifies the project license as MIT.
Creator and origin: The site says SATARK was created by Kaushal Bhavsar and traces its introduction to 2011 as Project Satark.

Where it ranks on Freedom251

Best Insider Risk Management Software in 2026#21 of 26

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Sources

satark.org· checked 4 Oct 2026
satark.org/docs/· checked 4 Oct 2026
satark.org/docs/architecture/· checked 4 Oct 2026
satark.org/research/· checked 4 Oct 2026
github.com/kaushalbhavsar/satark· checked 4 Oct 2026
satark.org/community/· checked 4 Oct 2026
satark.org/history/· checked 4 Oct 2026