Dimitrios Styliadis is an accomplished inventor based in San Jose, CA. He holds five patents that showcase his expertise in software development and analysis. His innovative contributions are particularly significant in the realm of artificial intelligence and software security.

Latest Patents

One of his latest patents focuses on software composition analysis (SCA) to identify AI-generated code that is copied from third-party libraries. In this invention, a code file in a development system is selected and segmented using a language-specific parser to create multiple parsed blocks. A block from these parsed blocks is selected, and a cryptographic hash function is applied to create a block signature that uniquely identifies it. This block signature is then compared to multiple signatures of blocks in third-party libraries, which are stored in an index. When a match occurs, the index helps determine the source file from which the selected block was copied. This process also identifies vulnerabilities in the source file and suggests fixes to enable software developers to address these vulnerabilities effectively.

Another notable patent involves using call graphs to identify updates when upgrading to a newer version of software. In this implementation, dependencies associated with a selected package from a software project are determined. Each dependency is used to create a set of partial call graphs, which are then stitched together to form a complete call graph of the package. A set of upgrade candidates for a dependency is identified, and an upgrade candidate is selected. The complete call graph is utilized to assess issues related to upgrading the package. For each upgrade candidate, a risk-benefit score is calculated based on the associated issues, the number of vulnerabilities, and the severity of those vulnerabilities. The upgrade candidates are then prioritized based on this score, providing software developers with a clear path for upgrades.

Career Highlights

Dimitrios Styliadis currently works at Endor Labs Inc., where he continues to push the boundaries of software innovation. His work is instrumental in enhancing software security and efficiency, making significant contributions to the field.

Collaborations

He collaborates with talented individuals such as Joseph Hejderup and Philip Hamer, further enriching the innovative environment at Endor Labs Inc.

Conclusion

Dimitrios Styliadis exemplifies the spirit of innovation in software development, with his patents addressing critical issues in AI and software security. His contributions are paving the way for safer and more efficient

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