Sunday, January 18, 2026

Uncovering Binary File Formats: Leveraging AI for Reverse Engineering

Unlocking Binary File Formats: A Deep Dive

Navigating proprietary file formats can be a daunting task, especially with binary formats like the .TC used by OBDII devices. My recent experience reverse-engineering this format taught me invaluable lessons and showcased the power of AI.

Key Highlights:

  • Case Study: Analyzed .TC files from automotive diagnostic tools, specifically for Subaru’s CVT transmission.
  • AI Tools Utilized: Leveraged ChatGPT and Claude Opus to efficiently decode the binary structure.
  • Process Insight:
    • Researched known formats to guide reverse engineering.
    • Developed a Python framework for analysis.
    • Successfully identified data patterns and anomalies.

In just 2 hours and minimal costs, I transformed a complex binary format into a user-friendly CSV. This method can be applied across various file types, revolutionizing how we extract meaningful data.

🔍 Curious about the process? Explore the full project on GitHub: thinkcar-tc-reader.
💬 Share your thoughts or similar experiences below!

Source link

Share

Read more

Local News