APromptRiskDBThreat intelligence atlas
AI Security Technique

Use Pre-Trained Model - AI Security Technique

Adversaries may use an off-the-shelf pre-trained model as a proxy for the victim model to aid in staging the attack.

AI Security Techniquefeasible

Record summary

A quick snapshot of what this page covers.

Tactics0Attacker goals connected to this method.
Mitigations1Defenses that may help against this attack.
AI risks0Research-backed risks connected to this topic.

Attack context

How this AI attack works in practice.

ATLAS ID
AML.T0005.002
Priority score
13
Maturity: feasible

Mitigations

Defenses that may help against this attack.

AML.M0000 - Limit Public Release of Information

Business and Data Understanding
LifecycleBusiness and Data UnderstandingCategoryPolicy

Limiting release of technical information about a model and training data can reduce an adversary's ability to create an accurate proxy model.

Case studies

Examples from public reports and exercises.

No case studies found. No public example is connected to this attack in the current data.

Source

Where this page information comes from.