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  6. Black-Box AI Vulnerability Diagnosis SaaS 'VulScribe'

Black-Box AI Vulnerability Diagnosis SaaS 'VulScribe'

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last updated:Mar 19, 2026

メタセキュア
メタセキュア
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AI automatically mutates attack patterns and discovers vulnerabilities that are difficult to detect with rule-based methods!

"VulScribe" is a vulnerability assessment SaaS that can automatically diagnose web applications and AI/LLM applications from the outside. With AI-driven payload generation and response evaluation, assessments can be conducted 24/7. It detects WAF evasion and unknown attack patterns, semantically analyzes response content to determine vulnerabilities, and significantly reduces false positives. Additionally, we offer the White-Box AI code analysis SaaS "PwnML" and comparisons of VulScribe/PwnML against major competing services. 【Features】 ■ AI automatically generates and mutates payloads, detecting WAF evasion and unknown attack patterns ■ AI semantically analyzes response content to determine vulnerabilities, significantly reducing false positives ■ Supports vulnerabilities specific to AI/LLM applications ■ Outputs security scores and detection results as HTML/PDF reports *For more details, please download the PDF or feel free to contact us.

    Security Assessment
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Black-Box AI Vulnerability Diagnosis SaaS 'VulScribe'

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  • Related Link - https://metasecure.jp/service

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【VulScribe Diagnostic Scope】 ■Injection (13 types) ■Server-Side (6 types) ■Authentication, Client, Information Leakage (7 types) ■AI/LLM Application Specific (5 types) *For more details, please download the PDF or feel free to contact us.

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Black-Box AI Vulnerability Diagnosis SaaS 'VulScribe'

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メタセキュア

メタセキュア

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We are a specialized company that provides cybersecurity solutions to ensure that corporate growth is not hindered. With the premise of truly functioning in the field, we continuously design, verify, and improve, delving deeply into the business content, system configuration, and organizational characteristics to build a security framework optimized for each company. We emphasize verification from the attacker’s perspective rather than superficial measures, providing effective security.

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