red-teaming
Safeguard articles tagged "red-teaming" — guides, analysis, and best practices for software supply chain and application security.
7 articles
A Reproducible Rubric for Measuring Prompt-Injection Risk in Agent Skills
OWASP has ranked prompt injection the #1 LLM risk for two straight editions, yet almost no one scores agent skill packages for it consistently. Here's a rubric.
Red-Teaming AI Applications: A Field Guide
You cannot secure an LLM application by reading its code alone. You have to attack it the way an adversary will — with language, with poisoned content, and with the goal of making it do something it should not. Here is how to run an AI red team.
Best LLM Security Tools in 2026: Guardrails, Red Teaming, and Runtime Defense Compared
An honest guide to the best LLM security tools in 2026 — from open-source guardrails and red-teaming scanners like NeMo Guardrails, garak, and LLM Guard to runtime APIs and full AI security platforms — with clear guidance on which job each one actually does.
Cisco's May 2026 Multi-Turn Jailbreak Study: Why Frontier Model Safety Collapses Over a Conversation
Cisco's AI threat team tested 15 flagship models with ~7,000 multi-turn attacks and found success rates as high as 88 percent. Single-turn safety scores told defenders almost nothing about real-world resilience.
Evaluating automated AI red teaming platforms for continu...
A practical buyer's guide to evaluating an automated red teaming platform for continuous AI testing, with a fair roundup of six real vendors and tools.
Best software supply chain attack simulation and red team...
A practical, no-hype comparison of supply chain attack simulation tools for red teams -- what to evaluate, six real vendors reviewed, and where Safeguard fits in.
What is Red Teaming
Red teaming emulates a real adversary to test not just your defenses but your ability to detect and respond. Here's how it works and how it differs from a pentest.