AI Security
Protecting GenAI: OWASP Top 10 for LLMs
OWASP's Top 10 for LLM Applications reframes AI risk around prompt injection, data poisoning, and supply chain gaps that container-only tools like Aqua can't reach.
Apr 17, 20268 min read
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Supply Chain Security, in plain English.
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.
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Total Cost of Ownership: Griffin AI vs Mythos
List price is the easiest number to compare and the least interesting one. TCO over three years is where Griffin AI vs Mythos-class platforms actually diverge.
Apr 16, 20265 min read
AI Security
Frontier LLM Vendors Are Not Your Supply Chain Security Vendor
Coding agents from OpenAI, Anthropic, and Google are excellent tools. They are also not supply chain security platforms, and the assumption that they can replace one is already producing expensive gaps.
Apr 16, 20267 min read
AI Security
What a Container Security Platform Should Actually Do
A container security platform has to cover images, registries, and running workloads. Here is what real coverage looks like and how to evaluate one.
Apr 16, 20266 min read
AI Security
AI-Driven Security: What It Actually Does for Application Security
AI-driven security is more than a buzzword bolted onto old scanners. Here's where machine learning genuinely helps triage, reachability, and detection — and where it quietly hurts.
Apr 15, 20266 min read
AI Security
MCP Meaning: What the Model Context Protocol Is and Why It Matters
The MCP meaning most people are asking about is the Model Context Protocol, an open standard that lets AI models connect to tools and data through one common interface.
Apr 15, 20266 min read
AI Security
Llama 4 Release and LlamaFirewall: A Defender's Guide
Meta shipped Llama 4 Scout and Maverick on April 5, 2025, along with Llama Guard 4, LlamaFirewall, and CyberSecEval 4. We unpack what defenders should deploy and what to ignore.
Apr 15, 20267 min read
AI Security
Cybersecurity AI: Where It Genuinely Helps Today
A no-hype survey of where cybersecurity AI actually delivers measurable results right now, versus the applications still stuck in the demo stage.
Apr 14, 20265 min read
AI Security
AI for Cyber Security: What Works and What Is Hype
AI for cyber security is real where it triages signal at machine scale, and overstated where vendors promise autonomous defense. Here is how to tell the two apart.
Apr 14, 20266 min read
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