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AI Risk

Multimodal deepfakes

"Deepfakes are media that depict real or non-existent people or events, involving the use of multiple modalities (e.g., images, audio, video). They can also involve the imitation of speech or body movements of real people. Multimodal deepfakes can be used to harass, discredit, intimidate, and extort individuals."

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AI Risk4. Malicious Actors & Misuse4.3 > Fraud, scams, and targeted manipulation2 - Post-deployment

Record summary

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Techniques1Attack methods connected to this risk.
Mitigations2Defenses that may help with related attacks.
Domain4. Malicious Actors & MisuseThe broad risk area this belongs to.

Risk profile

How this risk is described and categorized.

Domain4. Malicious Actors & Misuse
Subdomain4.3 > Fraud, scams, and targeted manipulation
Entity1 - Human
Intent1 - Intentional
Timing2 - Post-deployment
CategoryImpacts of AI (Societal Impacts)
SubcategoryMultimodal deepfakes

Related techniques

Attack methods connected to this risk.

Suggested mitigations

Defenses that may help with related attacks.

Use Multi-Modal Sensors

Business and Data UnderstandingData Preparation+1 more
LifecycleBusiness and Data Understanding + 2 moreCategoryTechnical - Cyber

Deepfake Detection

DeploymentMonitoring and Maintenance+2 more
LifecycleDeployment + 3 moreCategoryTechnical - ML

Source

Research source for this risk, when available.