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Microsoft uses AI to find flaws in GRUB2, U-Boot, Barebox bootloaders
Microsoft used its AI-powered Security Copilot to discover 20 previously unknown vulnerabilities in the GRUB2, U-Boot, and Barebox open-source bootloaders. GRUB2 (GRand Unified Bootloader) is the default boot loader for most Linux distributions, including Ubuntu, while U-Boot and Barebox are
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Microsoft has its AI-powered Security Copilot discover a whole host of previously unknown vulnerabilities
Microsoft says the AI tool saved the company at least a week of work Microsoft has revealed more on how its latest AI tools are proving useful spotting code vulnerabilities and more. The company has published a new blog post detailing how it used Security Copilot (its AI-powered cybersecurity
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Microsoft's AI Finds Security Flaws in Bootloaders for Linux Systems
Microsoft discovered 11 security flaws in the GRUB2 bootloader Microsoft Security Copilot, an artificial intelligence (AI) cybersecurity tool, was used to discover several previously unknown vulnerabilities in open-source bootloaders. The Redmond-based tech giant recently revealed a list of the
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Microsoft's AI-powered Security Copilot has discovered 20 previously unknown vulnerabilities in popular open-source bootloaders, highlighting the potential of AI in cybersecurity and the importance of securing fundamental system components.

Microsoft has demonstrated the power of artificial intelligence in cybersecurity by using its AI-powered Security Copilot to discover 20 previously unknown vulnerabilities in popular open-source bootloaders. The affected bootloaders include GRUB2, which is the default for many Linux distributions, as well as U-Boot and Barebox, commonly used in embedded and IoT devices
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.Microsoft's AI tool identified 11 vulnerabilities in GRUB2, including:
These flaws could potentially allow attackers to bypass UEFI Secure Boot and install stealthy bootkits, granting them complete control over the device
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.An additional 9 vulnerabilities were found in U-Boot and Barebox:
While these flaws generally require physical access to exploit, they still pose a significant security risk
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.The discovered vulnerabilities have serious implications:
Microsoft warns that exploiting these flaws could result in malware that remains intact even after an operating system reinstallation or hard drive replacement
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.Microsoft's use of Security Copilot significantly accelerated the vulnerability discovery process:
This demonstrates the potential of AI in enhancing cybersecurity efforts, especially in complex codebases
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Most of the discovered flaws are rated as medium severity, with one (CVE-2025-0678) rated as high severity with a CVSS v3.1 score of 7.8
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.GRUB2, U-boot, and Barebox released security updates in February 2025 to address these vulnerabilities. Users are strongly advised to update to the latest versions to mitigate the risks
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.This discovery highlights the growing role of AI in identifying and addressing cybersecurity threats. By accelerating the vulnerability discovery process and providing targeted recommendations, AI tools like Security Copilot can significantly enhance the efficiency and effectiveness of cybersecurity efforts
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.As AI continues to evolve, it is likely to play an increasingly important role in protecting critical infrastructure and systems from emerging threats, while also raising new questions about the balance between AI-driven security and potential vulnerabilities introduced by AI systems themselves.
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