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CPT Glossary

GenAI & Emerging Threats

Type
Description
What is generative AI fraud?
Generative AI fraud is fraud powered by generative AI: deepfakes, synthetic identities, and scaled phishing. Learn how attackers use GenAI and how to defend.
What are deepfakes?
Deepfakes are AI-generated fake images, video, or audio that convincingly imitate real people.
What are AI agents (and the fraud risk)?
AI agents (agentic AI) are autonomous systems that act on a user's behalf, browsing, transacting, deciding.
What is agentic fraud?
Agentic fraud is fraud carried out or scaled by autonomous AI agents. Learn how agent-driven fraud works and why it demands new, intent-based defenses.
How does generative AI differ from fraud-prevention AI?
Generative AI creates content; fraud-prevention (predictive) AI classifies and scores risk. Learn the key difference and why both matter in fraud.
What is machine learning for fraud?
Machine learning for fraud uses models trained on data to detect fraudulent patterns and adapt to new attacks.
What is explainable AI (XAI)?
Explainable AI (XAI) makes machine-learning decisions understandable to humans. Learn why explainability matters for fraud detection and regulatory.
What are agentic AI guardrails?
Agentic AI guardrails are the controls that keep AI agents acting safely and within bounds.
What is prompt injection (in a fraud context)?
Prompt injection manipulates an AI system or agent through crafted inputs into ignoring its instructions or taking harmful actions.
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