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AI Glossary

Red Teaming (AI)

The practice of adversarially testing AI systems to discover vulnerabilities and failure modes.

TL;DR

  • —The practice of adversarially testing AI systems to discover vulnerabilities and failure modes.
  • —Understanding Red Teaming (AI) is critical for effective AI for companies.
  • —Remova helps companies implement this technology safely.

In Depth

AI red teaming involves deliberately trying to break AI systems through jailbreaking, prompt injection, data extraction, and other attack techniques. The goal is to identify vulnerabilities before malicious actors do. Results inform guardrail configuration and security improvements.

Related Terms

Jailbreaking (AI)

Techniques used to bypass AI safety controls and make models produce restricted or harmful outputs.

Prompt Injection

An attack technique where malicious instructions are embedded in user prompts to manipulate AI model behavior.

Adversarial Attack (AI)

Deliberate attempts to manipulate AI system behavior through crafted inputs.

AI Guardrails

Safety mechanisms that constrain AI system behavior to prevent harmful, biased, or off-policy outputs.

Knowledge Hub

Glossary FAQs

Red Teaming (AI) is a fundamental concept in the AI for companies landscape because it directly impacts how organizations manage the practice of adversarially testing ai systems to discover vulnerabilities and failure modes.. Understanding this is crucial for maintaining AI security and compliance.
Remova's platform is built to natively manage and optimize Red Teaming (AI) through our integrated governance layer, ensuring that your organization benefits from this technology while mitigating its inherent risks.
You can explore our full AI for companies glossary, which includes detailed definitions for related concepts like Jailbreaking (AI) and Prompt Injection.

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