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Hardware Bug Repair.pdf

2302.01215.pdf
Preview of Hardware Bug Repair
🔗 Source: arxiv.org
📊 Size: 877 KB
👤 Author: Baleegh Ahmad, Shailja Thakur, Benjamin Tan, Ramesh Karri, and Hammond Pearce
⬇️ Downloads: 110

Summary

Researchers from New York University and the University of Calgary investigated using Large Language Models (LLMs) to automatically repair security-relevant bugs in hardware designs written in Verilog. They built a corpus of domain-representative hardware security bugs and designed a framework to evaluate the performance of LLMs in fixing these bugs. The results showed that an ensemble of LLMs can repair all ten benchmarks, outperforming the state-of-the-art Cirfix hardware bug repair tool. The study demonstrates the potential of LLMs in repairing hardware security bugs and provides a framework for design space exploration of prompts and identifying the best parameters for LLMs.

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Description

Researchers from New York University and the University of Calgary investigated using Large Language Models (LLMs) to automatically repair security-relevant...

Technical Information

  • File Format: PDF
  • File Size: 877 KB
  • Pages: 14
  • Language: EN
  • Author: Baleegh Ahmad, Shailja Thakur, Benjamin Tan, Ramesh Karri, and Hammond Pearce
  • Total Downloads: 110
  • Last Updated: 1 month ago

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This PDF document about Hardware Bug Repair provides comprehensive information and guidance. Whether you're a beginner or advanced user, this resource offers valuable insights into Hardware Bug Repair.

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