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AI Glossary

Adversarial Attack (AI)

Deliberate attempts to manipulate AI system behavior through crafted inputs.

TL;DR

  • —Deliberate attempts to manipulate AI system behavior through crafted inputs.
  • —Understanding Adversarial Attack (AI) is critical for effective AI for companies.
  • —Remova helps companies implement this technology safely.

In Depth

Adversarial attacks on AI systems include prompt injection, jailbreaking, data poisoning, and model extraction. In enterprise settings, adversarial attacks may come from employees trying to bypass guardrails or external actors targeting AI-powered services. Defense requires multiple layers of protection.

Related Terms

Red Teaming (AI)

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

Prompt Injection

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

Jailbreaking (AI)

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

AI Guardrails

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

Knowledge Hub

Glossary FAQs

Adversarial Attack (AI) is a fundamental concept in the AI for companies landscape because it directly impacts how organizations manage deliberate attempts to manipulate ai system behavior through crafted inputs.. Understanding this is crucial for maintaining AI security and compliance.
Remova's platform is built to natively manage and optimize Adversarial Attack (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 Red Teaming (AI) and Prompt Injection.

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