CVE-2026-54249
VercelAIAdapter trusts client-controlled `providerMetadata` to construct `UploadedFile` — S3/GCS confused deputy via provider metadata injection
Pydantic AI is a Python agent framework for building Generative AI applications. In versions 1.65.0 through 1.105.0, and 2.0.0b1 through 2.0.0b5, a client that submits message history to a Pydantic AI UI adapter (such as the Vercel AI adapter) can reference arbitrary files in the application's model-provider or cloud-storage account. While file URL parts are validated against a scheme allowlist, UploadedFile references — which point to a file by provider file ID or cloud-storage URI (e.g. s3://…, gs://…) — were forwarded without validation. Because the provider resolves an UploadedFile using the server-side identity (IAM role, service account, or provider API key) rather than the client's, an attacker can craft message history to make the server read objects from its own account or other tenants, given a referenceable identifier. Exploitation requires a valid file identifier, which is not always unguessable depending on how the application names objects. This issue has been fixed in versions 1.106.0 and 2.0.0b6.
Attack profile
How easy it is to exploit
- Attack vector
- Network
- Complexity
- High
- Privileges needed
- None
- User interaction
- None
What an attacker can affect
- Confidentiality
- High
- Integrity
- None
- Availability
- None
Exploit likelihood
What each source reports
CVE List Score used
6.8
VercelAIAdapter trusts client-controlled `providerMetadata` to construct `UploadedFile` — S3/GCS confused deputy via provider metadata injection
Pydantic AI is a Python agent framework for building Generative AI applications. In versions 1.65.0 through 1.105.0, and 2.0.0b1 through 2.0.0b5, a client that submits message history to a Pydantic AI UI adapter (such as the Vercel AI adapter) can reference arbitrary files in the application's model-provider or cloud-storage account. While file URL parts are validated against a scheme allowlist, UploadedFile references — which point to a file by provider file ID or cloud-storage URI (e.g. s3://…, gs://…) — were forwarded without validation. Because the provider resolves an UploadedFile using the server-side identity (IAM role, service account, or provider API key) rather than the client's, an attacker can craft message history to make the server read objects from its own account or other tenants, given a referenceable identifier. Exploitation requires a valid file identifier, which is not always unguessable depending on how the application names objects. This issue has been fixed in versions 1.106.0 and 2.0.0b6.
- Record
CVE-2026-54249- CVSS 3.1
- 6.8 Medium
CVSS:3.1/AV:N/AC:H/PR:N/UI:N/S:C/C:H/I:N/A:N - Weakness
- CWE-918
- Updated
- 2026-11-02
EUVDEUVD-2026-50562
6.8
Pydantic AI is a Python agent framework for building Generative AI applications. In versions 1.65.0 through 1.105.0, and 2.0.0b1 through 2.0.0b5, a client that submits message history to a Pydantic AI UI adapter (such as the Vercel AI adapter) can reference arbitrary files in the application's model-provider or cloud-storage account. While file URL parts are validated against a scheme allowlist, UploadedFile references — which point to a file by provider file ID or cloud-storage URI (e.g. s3://…, gs://…) — were forwarded without validation. Because the provider resolves an UploadedFile using the server-side identity (IAM role, service account, or provider API key) rather than the client's, an attacker can craft message history to make the server read objects from its own account or other tenants, given a referenceable identifier. Exploitation requires a valid file identifier, which is not always unguessable depending on how the application names objects. This issue has been fixed in versions 1.106.0 and 2.0.0b6.
- Record
EUVD-2026-50562- CVSS 3.1
- 6.8 Medium
CVSS:3.1/AV:N/AC:H/PR:N/UI:N/S:C/C:H/I:N/A:N - Updated
- 2026-11-02
GitHub AdvisoriesGHSA-h7p7-w5gc-xj3w
6.8
Pydantic AI: Unvalidated UploadedFile references in UI adapters allow server-side file access using the application's credentials
Summary
A client that can submit message history to a Pydantic AI UI adapter can reference arbitrary files in the application's model-provider or cloud-storage account. The server forwards the reference to the model provider, which fetches it using the server's own credentials, allowing the client to read files it should not have access to.
Details
UI adapters reconstruct file parts from client-submitted message history and forward them to the model provider. File URL parts are validated against a scheme allowlist before being forwarded, but UploadedFile references — which point to a file by provider file ID or cloud-storage URI (e.g. s3://…, gs://…) — were forwarded without validation.
Because the provider resolves an UploadedFile using the server-side identity (IAM role, service account, or provider API key) rather than the client's, a client that crafts message history containing an attacker-chosen UploadedFile can cause the server to read objects belonging to its own account or to other tenants, given a referenceable identifier.
Impact
Applications that pass untrusted client-submitted message history to an agent through a UI adapter (such as the Vercel AI adapter). Exploitation requires the attacker to reference a valid file identifier; depending on how the application names objects, such identifiers are not always unguessable.
Patches
Upgrade to 1.106.0 (1.x) or 2.0.0b6 (the 2.x beta line), which validate UploadedFile references on client-submitted messages the same way file URLs are validated.
Workarounds
If users cannot upgrade, do not pass untrusted client-submitted message history to the agent, or strip UploadedFile parts from incoming messages before running the agent.
- Record
GHSA-h7p7-w5gc-xj3w- CVSS 3.1
- 6.8 Medium
CVSS:3.1/AV:N/AC:H/PR:N/UI:N/S:C/C:H/I:N/A:N - Weakness
- CWE-918
- Updated
- 2026-11-02
NVD
6.8
Pydantic AI is a Python agent framework for building Generative AI applications. In versions 1.65.0 through 1.105.0, and 2.0.0b1 through 2.0.0b5, a client that submits message history to a Pydantic AI UI adapter (such as the Vercel AI adapter) can reference arbitrary files in the application's model-provider or cloud-storage account. While file URL parts are validated against a scheme allowlist, UploadedFile references — which point to a file by provider file ID or cloud-storage URI (e.g. s3://…, gs://…) — were forwarded without validation. Because the provider resolves an UploadedFile using the server-side identity (IAM role, service account, or provider API key) rather than the client's, an attacker can craft message history to make the server read objects from its own account or other tenants, given a referenceable identifier. Exploitation requires a valid file identifier, which is not always unguessable depending on how the application names objects. This issue has been fixed in versions 1.106.0 and 2.0.0b6.
- Record
CVE-2026-54249- CVSS 3.1
- 6.8 Medium
CVSS:3.1/AV:N/AC:H/PR:N/UI:N/S:C/C:H/I:N/A:N - Weakness
- CWE-918
- Updated
- 2026-11-02
OSV
6.8
VercelAIAdapter trusts client-controlled `providerMetadata` to construct `UploadedFile` — S3/GCS confused deputy via provider metadata injection
Pydantic AI is a Python agent framework for building Generative AI applications. In versions 1.65.0 through 1.105.0, and 2.0.0b1 through 2.0.0b5, a client that submits message history to a Pydantic AI UI adapter (such as the Vercel AI adapter) can reference arbitrary files in the application's model-provider or cloud-storage account. While file URL parts are validated against a scheme allowlist, UploadedFile references — which point to a file by provider file ID or cloud-storage URI (e.g. s3://…, gs://…) — were forwarded without validation. Because the provider resolves an UploadedFile using the server-side identity (IAM role, service account, or provider API key) rather than the client's, an attacker can craft message history to make the server read objects from its own account or other tenants, given a referenceable identifier. Exploitation requires a valid file identifier, which is not always unguessable depending on how the application names objects. This issue has been fixed in versions 1.106.0 and 2.0.0b6.
- Record
CVE-2026-54249- CVSS 3.1
- 6.8 Medium
CVSS:3.1/AV:N/AC:H/PR:N/UI:N/S:C/C:H/I:N/A:N - Weakness
- CWE-918
- Updated
- 2026-11-02
OSVGHSA-h7p7-w5gc-xj3w
6.8
Pydantic AI: Unvalidated UploadedFile references in UI adapters allow server-side file access using the application's credentials
Summary
A client that can submit message history to a Pydantic AI UI adapter can reference arbitrary files in the application's model-provider or cloud-storage account. The server forwards the reference to the model provider, which fetches it using the server's own credentials, allowing the client to read files it should not have access to.
Details
UI adapters reconstruct file parts from client-submitted message history and forward them to the model provider. File URL parts are validated against a scheme allowlist before being forwarded, but UploadedFile references — which point to a file by provider file ID or cloud-storage URI (e.g. s3://…, gs://…) — were forwarded without validation.
Because the provider resolves an UploadedFile using the server-side identity (IAM role, service account, or provider API key) rather than the client's, a client that crafts message history containing an attacker-chosen UploadedFile can cause the server to read objects belonging to its own account or to other tenants, given a referenceable identifier.
Impact
Applications that pass untrusted client-submitted message history to an agent through a UI adapter (such as the Vercel AI adapter). Exploitation requires the attacker to reference a valid file identifier; depending on how the application names objects, such identifiers are not always unguessable.
Patches
Upgrade to 1.106.0 (1.x) or 2.0.0b6 (the 2.x beta line), which validate UploadedFile references on client-submitted messages the same way file URLs are validated.
Workarounds
If users cannot upgrade, do not pass untrusted client-submitted message history to the agent, or strip UploadedFile parts from incoming messages before running the agent.
- Record
GHSA-h7p7-w5gc-xj3w- CVSS 3.1
- 6.8 Medium
CVSS:3.1/AV:N/AC:H/PR:N/UI:N/S:C/C:H/I:N/A:N - Weakness
- CWE-918
- Updated
- 2026-11-02
OSVPYSEC-2026-3692
6.8
Pydantic AI: Unvalidated UploadedFile references in UI adapters allow server-side file access using the application's credentials
Summary
A client that can submit message history to a Pydantic AI UI adapter can reference arbitrary files in the application's model-provider or cloud-storage account. The server forwards the reference to the model provider, which fetches it using the server's own credentials, allowing the client to read files it should not have access to.
Details
UI adapters reconstruct file parts from client-submitted message history and forward them to the model provider. File URL parts are validated against a scheme allowlist before being forwarded, but UploadedFile references — which point to a file by provider file ID or cloud-storage URI (e.g. s3://…, gs://…) — were forwarded without validation.
Because the provider resolves an UploadedFile using the server-side identity (IAM role, service account, or provider API key) rather than the client's, a client that crafts message history containing an attacker-chosen UploadedFile can cause the server to read objects belonging to its own account or to other tenants, given a referenceable identifier.
Impact
Applications that pass untrusted client-submitted message history to an agent through a UI adapter (such as the Vercel AI adapter). Exploitation requires the attacker to reference a valid file identifier; depending on how the application names objects, such identifiers are not always unguessable.
Patches
Upgrade to 1.106.0 (1.x) or 2.0.0b6 (the 2.x beta line), which validate UploadedFile references on client-submitted messages the same way file URLs are validated.
Workarounds
If users cannot upgrade, do not pass untrusted client-submitted message history to the agent, or strip UploadedFile parts from incoming messages before running the agent.
- Record
PYSEC-2026-3692- CVSS 3.1
- 6.8 Medium
CVSS:3.1/AV:N/AC:H/PR:N/UI:N/S:C/C:H/I:N/A:N - Updated
- 2026-11-02
OSVPYSEC-2026-3693
6.8
Pydantic AI: Unvalidated UploadedFile references in UI adapters allow server-side file access using the application's credentials
Summary
A client that can submit message history to a Pydantic AI UI adapter can reference arbitrary files in the application's model-provider or cloud-storage account. The server forwards the reference to the model provider, which fetches it using the server's own credentials, allowing the client to read files it should not have access to.
Details
UI adapters reconstruct file parts from client-submitted message history and forward them to the model provider. File URL parts are validated against a scheme allowlist before being forwarded, but UploadedFile references — which point to a file by provider file ID or cloud-storage URI (e.g. s3://…, gs://…) — were forwarded without validation.
Because the provider resolves an UploadedFile using the server-side identity (IAM role, service account, or provider API key) rather than the client's, a client that crafts message history containing an attacker-chosen UploadedFile can cause the server to read objects belonging to its own account or to other tenants, given a referenceable identifier.
Impact
Applications that pass untrusted client-submitted message history to an agent through a UI adapter (such as the Vercel AI adapter). Exploitation requires the attacker to reference a valid file identifier; depending on how the application names objects, such identifiers are not always unguessable.
Patches
Upgrade to 1.106.0 (1.x) or 2.0.0b6 (the 2.x beta line), which validate UploadedFile references on client-submitted messages the same way file URLs are validated.
Workarounds
If users cannot upgrade, do not pass untrusted client-submitted message history to the agent, or strip UploadedFile parts from incoming messages before running the agent.
- Record
PYSEC-2026-3693- CVSS 3.1
- 6.8 Medium
CVSS:3.1/AV:N/AC:H/PR:N/UI:N/S:C/C:H/I:N/A:N - Updated
- 2026-11-02
Affected products
Affected packages
| Package | Affected | Fixed |
|---|---|---|
pydantic-ai-slimPyPI |
1.65.0 up to 1.106.0 | 1.106.0 |
pydantic-ai-slimPyPI |
2.0.0b1 up to 2.0.0b6 | 2.0.0b6 |
pydantic-aiPyPI |
1.65.0 up to 1.106.0 | 1.106.0 |
pydantic-aiPyPI |
2.0.0b1 up to 2.0.0b6 | 2.0.0b6 |
pydantic-ai-slimPyPI |
1.65.0 up to 1.106.0, plus listed versions 1.100.01.101.01.102.01.103.01.104.0 Show 41 moreShow less1.105.01.66.01.67.01.68.01.69.01.70.01.71.01.72.01.73.01.74.01.75.01.76.01.77.01.78.01.79.01.80.01.81.01.82.01.83.01.84.01.84.11.85.01.85.11.86.01.86.11.87.01.88.01.89.01.89.11.90.01.91.01.92.01.93.01.94.01.95.01.95.11.96.01.96.11.97.01.98.01.99.0 |
1.106.0 |
pydantic-ai-slimPyPI |
2.0.0b1 up to 2.0.0b6, plus listed versions 2.0.0b22.0.0b32.0.0b42.0.0b5 |
2.0.0b6 |
pydantic-aiPyPI |
1.65.0 up to 1.106.0, plus listed versions 1.100.01.101.01.102.01.103.01.104.0 Show 41 moreShow less1.105.01.66.01.67.01.68.01.69.01.70.01.71.01.72.01.73.01.74.01.75.01.76.01.77.01.78.01.79.01.80.01.81.01.82.01.83.01.84.01.84.11.85.01.85.11.86.01.86.11.87.01.88.01.89.01.89.11.90.01.91.01.92.01.93.01.94.01.95.01.95.11.96.01.96.11.97.01.98.01.99.0 |
1.106.0 |
pydantic-aiPyPI |
2.0.0b1 up to 2.0.0b6, plus listed versions 2.0.0b22.0.0b32.0.0b42.0.0b5 |
2.0.0b6 |
pydantic-aiPyPI |
1.65.0 up to 1.106.0, 2.0.0b1 up to 2.0.0b6, plus listed versions 1.100.01.101.01.102.01.103.01.104.0 Show 45 moreShow less1.105.01.66.01.67.01.68.01.69.01.70.01.71.01.72.01.73.01.74.01.75.01.76.01.77.01.78.01.79.01.80.01.81.01.82.01.83.01.84.01.84.11.85.01.85.11.86.01.86.11.87.01.88.01.89.01.89.11.90.01.91.01.92.01.93.01.94.01.95.01.95.11.96.01.96.11.97.01.98.01.99.02.0.0b22.0.0b32.0.0b42.0.0b5 |
1.106.02.0.0b6 |
pydantic-ai-slimPyPI |
1.65.0 up to 1.106.0, 2.0.0b1 up to 2.0.0b6, plus listed versions 1.100.01.101.01.102.01.103.01.104.0 Show 45 moreShow less1.105.01.66.01.67.01.68.01.69.01.70.01.71.01.72.01.73.01.74.01.75.01.76.01.77.01.78.01.79.01.80.01.81.01.82.01.83.01.84.01.84.11.85.01.85.11.86.01.86.11.87.01.88.01.89.01.89.11.90.01.91.01.92.01.93.01.94.01.95.01.95.11.96.01.96.11.97.01.98.01.99.02.0.0b22.0.0b32.0.0b42.0.0b5 |
1.106.02.0.0b6 |
History
| Recorded | Changed | Sources |
|---|---|---|
| first indexed | CVE List, EUVD, GitHub Advisories, NVD, OSV |
Dates are when Every CVE recorded each change. Upstream dates may differ.
In short
CVE-2026-54249 is a medium vulnerability (CVSS 6.8) in Pydantic Ai, published July 29, 2026. No source lists public exploit code. EPSS puts the chance of exploitation in the next 30 days at 0.32%, the 24th percentile. Fixed in pydantic-ai-slim 1.106.0.
References
github.com/pydantic/pydantic-ai/security/advisories/GHSA-h7p7-w5gc-xj3w
nvd.nist.gov/vuln/detail/CVE-2026-54249
github.com/pydantic/pydantic-ai/releases/tag/v1.106.0
github.com/pydantic/pydantic-ai/releases/tag/v2.0.0b6
github.com/advisories/GHSA-h7p7-w5gc-xj3w
github.com/CVEProject/cvelistV5/tree/main/cves/2026/54xxx/CVE-2026-54249.json
github.com/pydantic/pydantic-ai
pypi.org/project/pydantic-ai
pypi.org/project/pydantic-ai-slim