Shuimuyulin provides WINGFUZZ, an AI‑enhanced cloud SaaS platform for intelligent fuzz testing across protocols, applications, databases, operating systems, and web services. The platform automates deep security testing with near‑zero false positives, delivering line‑level vulnerability localization, visual defect analysis, and remediation guidance, and integrates seamlessly into DevSecOps pipelines for continuous, low‑overhead validation.
Funding
Funding not disclosed
Founders
Product
Problem
Enterprises developing complex software and firmware face difficulty ensuring the robustness and security of communication protocols, application code, and system components, especially against unknown bugs and zero‑day vulnerabilities. Traditional testing methods often produce high false‑positive rates and require extensive manual effort, leading to delayed releases and increased development costs.
Solution
Shuimuyulin offers the WINGFUZZ intelligent fuzz‑testing platform, a cloud‑based SaaS solution that automates security testing across protocol, application, database, operating system, and web layers. The platform integrates AI‑driven test generation and deep analysis to uncover hidden defects with higher depth than conventional tools while minimizing false alarms. Results are delivered with line‑level pinpointing, visual defect reports, and remediation suggestions, enabling rapid fixing. WINGFUZZ can be embedded into DevSecOps pipelines for continuous, low‑overhead testing, supporting both on‑premise and cloud environments without requiring source code upload. The service scales from single runs to massive parallel testing, providing flexible, pay‑as‑you‑go usage.
Target Audience
Primary customers are software and firmware development teams in industries such as communications, industrial control, automotive, database services, and web applications that require automated security validation of their products.
Features
- AI‑enhanced fuzzing engine covering protocols, applications, industrial control, automotive, databases, OS, and web services
- Near‑zero false‑positive reporting with automated rule maintenance
- Line‑level vulnerability localization and visual defect analysis with repair recommendations
- Seamless DevSecOps integration via APIs and CI/CD plugins for continuous security testing
- SaaS deployment eliminates installation, maintenance, and scaling overhead; supports on‑demand parallel test execution
- Cloud‑native architecture ensures data security without uploading customer source code