AVID-2023-V011
Vulnerability from avid – Published: 2023-03-31 – Updated: 2023-03-31 ATLAS Case StudySummary
The Azure Red Team performed a red team exercise on a new Microsoft product designed for running AI workloads at the edge. This exercise was meant to use a automated system to continuously manipulate a target image to cause the ML model to produce misclassifications.
Risk domain
Security
SEP view
S0301: Information Leak, S0403: Adversarial Example
Lifecycle
L06: Deployment
Organisations
New Microsoft AI Product (deployer)
Affected artifacts
1 artifact
| Artifact | Type |
|---|---|
| New Microsoft AI Product | System |
References
1 reference
| URL | Label |
|---|---|
| https://atlas.mitre.org/studies/AML.CS0011 | Microsoft Edge AI Evasion |
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Experimental. This forecast is provided for visualization only and may change without notice. Do not use it for operational decisions.
Forecast uses a logistic model when the trend is rising, or an exponential decay model when the trend is falling. Fitted via linearized least squares.
Sightings
| Author | Source | Type | Date | Other |
|---|
Nomenclature
- Seen: The vulnerability was mentioned, discussed, or observed by the user.
- Confirmed: The vulnerability has been validated from an analyst's perspective.
- Published Proof of Concept: A public proof of concept is available for this vulnerability.
- Exploited: The vulnerability was observed as exploited by the user who reported the sighting.
- Patched: The vulnerability was observed as successfully patched by the user who reported the sighting.
- Not exploited: The vulnerability was not observed as exploited by the user who reported the sighting.
- Not confirmed: The user expressed doubt about the validity of the vulnerability.
- Not patched: The vulnerability was not observed as successfully patched by the user who reported the sighting.
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