AI Security
LLM Jailbreak Defense Architectures in 2026
Jailbreaks against frontier models keep getting more sophisticated. The defense architectures that have proven durable, and the ones that get bypassed in weeks.
Apr 22, 20266 min read
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.
Jailbreaks against frontier models keep getting more sophisticated. The defense architectures that have proven durable, and the ones that get bypassed in weeks.
How red teams can simulate real-world supply chain attacks to test organizational defenses—from dependency confusion to build pipeline compromise.
Individual vulnerabilities rarely tell the full story. This deep dive examines how attackers chain low-severity bugs into devastating exploits and how defenders can break the chain.
Traditional pentests focus on the application. Supply chain pentesting targets the build pipeline, dependency resolution, and distribution mechanisms. Here is how to approach it.
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