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HPSHELTON

Programming, Privacy, Politics, Photography

Sep 22, 2025

Project Ire autonomously identifies malware at scale →

Today, we are excited to introduce an autonomous AI agent that can analyze and classify software without assistance, a step forward in cybersecurity and malware detection. The prototype, Project Ire, automates what is considered the gold standard in malware classification: fully reverse engineering a software file without any clues about its origin or purpose. It uses decompilers and other tools, reviews their output, and determines whether the software is malicious or benign.

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H. Parker Shelton

I'm just an ordinary thirty-something who's had some extraordinary opportunities. I graduated from Johns Hopkins University, work for Microsoft in Silicon Valley, code websites and applications, take the occasional photograph, and keep a constant eye on current events, politics, and technology. This blog is the best of what catches that eye.

 
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