Deep dives, practical guides, and incident analyses from engineers who build Safeguard. No fluff, no vendor FUD — just what you need to ship secure software.
Generating SBOMs manually is unsustainable. Here's how to automate SBOM creation, validation, and distribution as part of your existing CI/CD pipeline with practical examples.
LAPSUS$ broke into Microsoft, Nvidia, Samsung, and Okta using social engineering and insider recruitment rather than sophisticated malware. Their techniques exposed fundamental security gaps.
Syft is the most popular open-source SBOM generator. Here's how to use it effectively for containers, directories, archives, and CI/CD pipelines.
CVE-2022-22954 in VMware Workspace ONE Access allowed unauthenticated RCE via server-side template injection. Attackers used it to deploy cryptominers and backdoors.
Fuzz testing discovers crashes, memory corruption, and logic errors by feeding random inputs to software. Applied to supply chain components, it reveals vulnerabilities that code review and static analysis miss.
A social engineering attack on Mailchimp employees gave attackers access to internal tools, which they used to target cryptocurrency companies and their customers in a downstream phishing campaign.
A detailed comparison of how Griffin AI consumes SBOMs as structured reasoning context while Mythos-class pure-LLM tools skim them as prose — and why that architectural gap determines the quality of every downstream finding.
Gemini Pro brings capable reasoning and a massive context window to general-purpose workflows. Griffin AI brings a security engine with an LLM on top. The difference matters when the workflow is appsec.
Non-determinism is not a rough edge frontier labs will polish away. It is an architectural property of how transformer decoding works, and it places a hard ceiling on the kinds of security contracts you can sign.
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