Seoul, South Korea, December 2, 2025 – Shinsō, an AI-powered translation layer of blockchain source code, today announced that it has won the coveted ACM SIGSOFT Distinguished Paper Award for the best full-length paper accepted in the research track.
The paper, “Securing Multi-Chain Ecosystems: A Unified Agent-Based Framework for Vulnerability Remediation in Solidity and Move,” was awarded this award after receiving numerous nominations and high reviewer scores from reviewers for groundbreaking, high-quality research that is likely to shape the AI field.
This paper, written by Shinsō’s CAIO and world-renowned AI language translation researcher Dr. Rabimba Karanjai, explores training AI models to detect malicious code patterns and potential vulnerabilities in smart contracts at the source code level. This groundbreaking research will prove fundamental in evolving code-to-code transformations across blockchain networks, guiding users in identifying issues as well as generating patches without human intervention for Move and Solidity code.
“This award from ACM is more than academic recognition,” said Sam Beni, CEO of Shinso. “This is a signal to the blockchain industry that secure AI-driven transcoding is no longer experimental, it is here, proven by Shinsō, and ready to remove the barriers that have divided the blockchain ecosystem for too long. Dr. Karanjay’s work brings us closer to a world where developers can build once, deploy anywhere, and most importantly, run securely.”
Winning the ACM Distinguished Paper Award legitimizes Shinsō’s research methodology and allows the company to promote its research results as open access and demonstrate the value and importance of its work to the larger scientific community.
Most of the Distinguished Paper Award-winning papers end up being highly cited, meaning Shinssou’s contributions to AI-powered source code-to-source code translation further establish the company as a leader in the field.
About Shinshu
Shinsō is an AI-powered source code-to-source code transformation layer for Solidity, Move, Rust, and many other blockchain code infrastructures that preserves functionality, security, and intent. The company’s abstraction layer allows end users to operate a single interface across all blockchain networks, significantly reducing protocol development time and costs.
Shinso will be available to the public soon. Visit www.shinso.ai for more information or register your interest on the official website.
