AI Security
LLM Unbounded Consumption: Resource Exhaustion Attacks
How attackers exploit token-based pricing and growing context windows to exhaust LLM compute and inflate cloud bills — and the concrete limits that stop them.
Jul 19, 20269 min read
Resources
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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Best cloud workload protection platforms (CWPP)
An honest, no-hype comparison of leading cloud workload protection platforms — evaluation criteria, real vendor tradeoffs, and where supply chain security fits in.
Jul 19, 20268 min read
Open Source Security
NuGet typosquatting campaign report
Four disclosed NuGet typosquatting campaigns since 2024 reveal a shift toward patient, audience-specific attacks — from ICS time bombs to wallet-draining homoglyphs.
Jul 19, 20267 min read
AI Security
LLM Vector and Embedding Weaknesses
Embeddings aren't anonymized math — Vec2Text recovers 92% of text from vectors, and OWASP's LLM08:2025 now names inversion, poisoning, and exposed vector DBs as core AI risks.
Jul 19, 20267 min read
Buyer's Guides
Best CI/CD pipeline security tools
A fair, no-hype buyer's guide to CI/CD pipeline security tools: what to evaluate, six real vendors compared, and where Safeguard fits in the stack.
Jul 19, 20268 min read
Open Source Security
Compromised NuGet author accounts
NuGet maintainer accounts are the .NET supply chain's weakest link. Here's why account takeover beats typosquatting, and how to detect it before a CVE exists.
Jul 19, 20267 min read
AI Security
LLM System Prompt Leakage
System prompts often hide business logic and secrets. Here's how attackers extract them, real 2023-2024 incidents, and how to stop leaks before they reach production.
Jul 19, 20267 min read
Buyer's Guides
Best GitHub Actions security scanning tools
A practical, no-hype comparison of GitHub Actions security tools — Zizmor, StepSecurity, Scorecard, Checkov, GitGuardian, and Legit Security — plus what to evaluate before you buy.
Jul 19, 20267 min read
Compliance
The GNU Affero General Public License v3.0, Explained
The GNU Affero General Public License v3.0 extends GPLv3 copyleft to software used over a network. Here is what AGPLv3 requires and how it differs from GPLv3.
Jul 19, 20266 min read
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