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AI-Powered Binary Classification for IoT Firmware Analysis

CySAI – AI-enhanced binary analysis and classification engine integrated into BINARE’s DevSecOps platform Country: Finland

SUCCESS STORIES
Thu 21 Aug 2025

Binare Oy a Finnish cybersecurity SME faced the challenge of automating software component classification within IoT firmware—a process traditionally requiring time-intensive manual inspection. Through support from the StairwAI project the company developed CySAI

Automated identification and classification of software components within firmware binaries to support vulnerability detection and reduce manual analysis overhead in large-scale IoT/IIoT security auditing workflows

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Publisher UNIBO
Date modified 21.08.2025
Date Published 21.08.2025