Written by:
Bernardo Quintero, Founder of VirusTotal and Security Director, Google Cloud Security
Alex Berry, Security Manager of the Mandiant FLARE Team, Google Cloud Security
Ilfak Guilfanov, author of IDA Pro and CTO, Hex-Rays
Vijay Bolina, Chief Information Security Officer & Head of Cybersecurity Research, Google DeepMind
Bernardo Quintero, Founder of VirusTotal and Security Director, Google Cloud Security
Alex Berry, Security Manager of the Mandiant FLARE Team, Google Cloud Security
Ilfak Guilfanov, author of IDA Pro and CTO, Hex-Rays
Vijay Bolina, Chief Information Security Officer & Head of Cybersecurity Research, Google DeepMind
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Executive Summary
- Following up on our Gemini 1.5 Pro for malware analysis post, this time around we tested to see if our light-weight Gemini 1.5 Flash model is capable of large-scale malware dissection.
- The Gemini 1.5 Flash model was created to optimize efficiency and speed while maintaining performance, which allows us to utilize Gemini 1.5 Flash to process up to 1,000 requests per minute and 4 million tokens per minute.
- To evaluate the real-world performance of our malware analysis pipeline, we analyzed 1,000 Windows executables and DLLs randomly selected from VirusTotal’s incoming stream. The system effectively resolved cases of false positives, samples with obfuscated code, and malware with zero detections on VirusTotal.
- On average, Gemini 1.5 Flash processed each file in 12.72 seconds (excluding the unpacking and decompilation stages), providing accurate summary reports in human-readable language.
Introduction
In our previous post, we explored how Gemini 1.5 Pro could be used to automate the reverse engin
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