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.
A $20 API attack can clone a production LLM's embeddings. Here's how model extraction works, real incidents from LLaMA to DeepSeek, and how to protect proprietary models.
A practical comparison of leading vulnerability management platforms — Tenable, Qualys, Rapid7, CrowdStrike, Wiz, and Microsoft — plus how Safeguard closes the supply-chain gap.
A data-driven look at ASP.NET Core's recurring CVE patterns — DoS in Kestrel/SignalR, deserialization bugs, and NuGet supply chain risk — and how to triage what matters.
Malicious model files, poisoned datasets, and compromised ML packages are the new software supply chain frontier. Here is how these LLM attacks actually work.
A field guide to CVE tracking tools -- from NVD and OSV.dev to Snyk, Tenable, and Qualys -- with honest pros, cons, and how Safeguard adds supply-chain context.
NuGet's default feed-resolution behavior keeps dependency confusion risk elevated across .NET orgs. Here's what the incident history shows, and how to close the gap.
A $60 domain purchase or 0.001% of training tokens can silently corrupt an ML model. Here's how training data poisoning attacks work and how to defend against them.
A practical comparison of open source license compliance tools—FOSSA, Mend, Black Duck, Snyk, and more—covering detection accuracy, policy engines, and SBOM support.
Composer package vulnerabilities rose 34% YoY, with 60%+ arriving via transitive dependencies. Safeguard breaks down the trends and what security teams should do.
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