Blog/Tag
8 articles tagged LLM security, newest first. Each one is sourced and written for people who ship.
Security & compliance
·13 min read
What to check after the model answers: safe Markdown rendering, schema checks before actions, moderation classifiers, streaming rails and groundedness.
Security & compliance
·12 min read
A practical red teaming checklist for LLM features: scope, OWASP 2025 test cases, promptfoo, garak and PyRIT, human testers and regression tests.
Retrieval & search
·8 min read
How accurate text-to-SQL really is, how to give the model schema context, and the database and code guardrails that keep generated SQL safe.
Web engineering
·14 min read
How to stop abuse and runaway cost on a public LLM route in Nuxt: auth, per-user rate limits, prompt caps, token budgets, Turnstile and spend limits.
Security & compliance
·12 min read
A worked DPIA under GDPR Art. 35 for an AI assistant that drafts customer email replies from order data: when it is needed, the risks and owners.
Security & compliance
·9 min read
A review of Lakera Guard: one endpoint before the model, the PINT benchmark behind its scores, and why the free tier stops at 10,000 requests a month.
Security & compliance
·12 min read
Where to redact PII in LLM pipelines: reversible tokens vs masking, Presidio and cloud DLP, German and Hungarian gaps, GDPR for pseudonymised data.
Security & compliance
·9 min read
Rebuff scores prompts with heuristics, an LLM, a vector store of past attacks and canary tokens. Archived in May 2025; last release January 2024.