AppSec
SQL Injection Demo: How the Attack Works and How to Stop It
A practical SQL injection demo that shows how unsanitized input reaches the database, why it works, and the one fix that reliably closes the hole.
Mar 25, 20266 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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Unifying Software And AI Assets In One Graph
Two parallel inventories for software and AI assets do not survive contact with reality. A unified graph is what makes governance feasible.
Mar 25, 20267 min read
Open Source Security
Rust Cargo Supply Chain Defence Program
A 2026 defence program for Rust and Cargo — covering crates.io, build scripts, proc-macros, and binary provenance — anchored by Safeguard policy gates.
Mar 25, 20267 min read
AI Security
Reachability vs Pure-LLM Vulnerability Scanning In 2026
Pure-LLM vulnerability scanners hit production around 2024. By 2026 their failure modes are documented. Reachability remains the backbone — and the LLM is most useful on top of it.
Mar 25, 20263 min read
AI Security
Out-Of-Band Confirmation For Irreversible Tool Calls
Some tool calls cannot be undone. Out-of-band confirmation is the cheapest defense for that small set, and the most expensive thing to skip.
Mar 25, 20267 min read
Cloud Security
Oracle Cloud Tenancy Disclosure Practices: A Defender's Read
Oracle Cloud's disclosure cadence and tenancy isolation story have been pressure-tested across multiple incidents. We unpack what defenders should ask of their provider regardless of vendor.
Mar 25, 20267 min read
AI Security
Model Substitution Attacks: An Emerging Pattern
An attacker who can swap the model behind an API call can read every prompt and shape every response. The emerging trend in 2026 is model substitution as an attack class with its own techniques and disclosures.
Mar 25, 20267 min read
Industry Analysis
Medical Device FDA Supply Chain Cybersecurity 2026
FDA expects supply chain cybersecurity evidence at premarket and through the device lifecycle. Here is what to deliver in 2026 without delaying clearance.
Mar 25, 20266 min read
AI Security
MCP Server Sandbox Escapes: Threat Model
A threat model for sandbox escapes in Model Context Protocol servers, mapping attack surfaces from tool execution environments to host processes and shared state.
Mar 25, 20267 min read
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