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.
Nov 15, 20259 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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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.
Nov 15, 20257 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.
Nov 15, 20258 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.
Nov 15, 20257 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.
Nov 15, 20257 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.
Nov 15, 20257 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.
Nov 15, 20257 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.
Nov 14, 20256 min read
Security
Basic Hacking Skills for Aspiring Security Engineers
The basic hacking skills that underpin ethical security work — networking, Linux, scripting, and web fundamentals — and how to build them legally and safely.
Nov 14, 20256 min read
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