# systems
3 articlestagged with “systems”
Adaptive Defense Systems for LLMs
Building defense systems that adapt to novel attack patterns using online learning and feedback loops.
defenseadaptive-defensesystemsml-based
AI System Architecture for Red Teamers
How AI systems are deployed in production — model API, prompt templates, orchestration, tools, memory, and guardrails — with attack surface analysis at each layer.
architecturesystemsdeploymentbeginner
Automated Red Teaming Systems
Survey of automated red teaming systems including PAIR, TAP, Rainbow Teaming, and curiosity-driven exploration.
frontier-researchautomatedred-teamingsystems