Gecko Security is an AI-driven security engineering platform that detects and fixes vulnerabilities, focusing on complex business logic flaws and multi-step exploits commonly missed by traditional security tools. Gecko Security uses advanced AI to analyze code paths, developer intent, natural language rules, and infrastructure-as-code (IaC) to uncover real, exploitable risks with rich context and actionable solutions.
How Does Gecko Security Work?
Gecko Security moves beyond conventional static application security testing (SAST) by targeting vulnerabilities that rules-based scanners and manual reviews often overlook. Its platform identifies issues such as broken authentication, logic bugs, and complex, multi-stage vulnerabilities. Gecko prioritizes the most exploitable bugs, providing:
- Context-rich findings with proof-of-concept examples
- Actionable, developer-ready fixes
- Automated triage to save security and engineering teams hours
- Scalable threat modeling aligned with business and security objectives
Who Uses Gecko Security?
While specific customer details are not publicly listed, Gecko Security is relevant for organizations seeking to enhance their application security posture, particularly those concerned about sophisticated attack paths and business logic vulnerabilities. Its approach is designed for engineering and security teams looking to automate vulnerability detection and response, reduce triage workload, and address risks that traditional tools miss.
What Makes Gecko Security Different?
Gecko Security stands out by focusing on finding and fixing vulnerabilities that are often invisible to standard scanners. Its AI-driven system:
- Analyzes both code and developer intent, not just static patterns
- Models complex attack paths contextualized to the business
- Reduces noise by highlighting only exploitable issues that impact users
- Integrates context, proof-of-concept, and fix guidance to accelerate remediation
Recent Achievements and Security Impact
Gecko Security has demonstrated its efficacy by discovering and helping fix several high-impact vulnerabilities (including 0-days) in open-source software projects. Examples include:
- Critical RCE via malicious file upload in DB-GPT (details)
- Unauthorized file copy vulnerability in Gradio (advisory)
- SQL injection bypass and authentication vulnerabilities in DB-GPT and ragflow
- RCE in Dagster (details)
- Over 30 additional vulnerabilities pending public disclosure
Where is Gecko Security Based?
Gecko Security is headquartered in Sarasota.
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