
Worked on backend reliability improvements for the google/tsunami-security-scanner-plugins repository, focusing on bug fixes that enhanced detection accuracy and stability. Addressed MCP fingerprinting by refining the WebServiceFingerprinter logic in Java, introducing Accept header handling and robust regression tests to reduce false positives and improve detection across diverse server configurations. Further improved vulnerability detection by replacing hardcoded cookie values with dynamic timestamps, ensuring proper session alignment between backend and Flask frontend components. Emphasized maintainability and auditability through comprehensive test coverage and detailed commit metadata. Demonstrated strong skills in Java, backend development, and unit testing, prioritizing accuracy and long-term code stability.
June 2026: Focused on reliability improvements in the tsunami-security-scanner-plugins. Delivered a critical bug fix to enhance vulnerability detection accuracy by correcting hardcoded cookie values and aligning session handling with the Flask frontend. This work reduces false negatives and stabilizes the detection pipeline. No new user-facing features were released this month; the primary impact is improved accuracy, trust, and maintainability of the security scanning workflow in the google/tsunami-security-scanner-plugins repository.
June 2026: Focused on reliability improvements in the tsunami-security-scanner-plugins. Delivered a critical bug fix to enhance vulnerability detection accuracy by correcting hardcoded cookie values and aligning session handling with the Flask frontend. This work reduces false negatives and stabilizes the detection pipeline. No new user-facing features were released this month; the primary impact is improved accuracy, trust, and maintainability of the security scanning workflow in the google/tsunami-security-scanner-plugins repository.
March 2026: Improved MCP fingerprinting reliability in google/tsunami-security-scanner-plugins, delivering measurable business value through reduced false positives and more robust detection across varying MCP server configurations. Key changes include Accept header usage, 406 Not Acceptable handling, and accompanying regression tests to ensure stable behavior with JSON-RPC error bodies.
March 2026: Improved MCP fingerprinting reliability in google/tsunami-security-scanner-plugins, delivering measurable business value through reduced false positives and more robust detection across varying MCP server configurations. Key changes include Accept header usage, 406 Not Acceptable handling, and accompanying regression tests to ensure stable behavior with JSON-RPC error bodies.

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