SATARK

5.5easy start · #23 of 26
in Insider Risk Management Software

Free to practise onnot on record
Free trialnot on record
Well documentednot on record
Runs where you worknot on record

Runs on api, Linux.

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SATARK is ranked #23 of 26 in insider risk management software on The Geeks Club. 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 The Geeks Club

Best Insider Risk Management Software in 2026#23 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