PromptRiskDBThreat intelligence atlas
AI Risk

Risks from models and algorithms (Risks of stealing and tampering)

"Core algorithm information, including parameters, structures, and functions, faces risks of inversion attacks, stealing, modification, and even backdoor injection, which can lead to infringement of intellectual property rights (IPR) and leakage of business secrets. It can also lead to unreliable inference, wrong decision output, and even operational failures."

AI Risk2. Privacy & Security2.2 > AI system security vulnerabilities and attacks3 - Other

Record summary

A quick snapshot of what this page covers.

Techniques5Attack methods connected to this risk.
Mitigations11Defenses that may help with related attacks.
Domain2. Privacy & SecurityThe broad risk area this belongs to.

Risk profile

How this risk is described and categorized.

Domain2. Privacy & Security
Subdomain2.2 > AI system security vulnerabilities and attacks
Entity3 - Other
Intent3 - Other
Timing3 - Other
CategoryAI's inherent safety risks
SubcategoryRisks from models and algorithms (Risks of stealing and tampering)

Suggested mitigations

Defenses that may help with related attacks.

AI Telemetry Logging

DeploymentMonitoring and Maintenance
LifecycleDeployment + 1 moreCategoryTechnical - Cyber

Source

Research source for this risk, when available.