CVE-2024-49048Network attack vector

Unauthenticated code execution via model-weight eval

Published Nov 12, 2024 · Updated Jul 8, 2025

Code injection in Microsoft TorchGeo 0.4 through 0.6.0 allows remote attackers to execute arbitrary code through the model weight API. The torchgeo.models.get_weight() function passes its name argument directly to Python eval() instead of restricting it to known weight enums. Exploitation requires an application to expose get_weight() or TorchGeo trainers through an external API; successful input runs with the application's privileges.

CVSS severity8.1
High
EPSS probability1.24%
Next 30 days · Sep 16, 2026
Known exploitationUnconfirmed
Based on sourced intelligence
Hinoki checkNot available
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Summary

What happened

Code injection in Microsoft TorchGeo 0.4 through 0.6.0 allows remote attackers to execute arbitrary code through the model weight API. The torchgeo.models.get_weight() function passes its name argument directly to Python eval() instead of restricting it to known weight enums. Exploitation requires an application to expose get_weight() or TorchGeo trainers through an external API; successful input runs with the application's privileges.

The record

CVE
CVE-2024-49048
Published
Nov 12, 2024
Updated
Jul 8, 2025
Vendor
Microsoft
Product
TorchGeo
Classifications
CWE-94, T1059.006
Attack vector
network
Privileges
unauthenticated

Timeline

How it unfolded

  1. Nov 12, 2024CVE publishedPublication date reported by the CVE source.
  2. Jul 8, 2025Record updatedLatest update available in the CVE record.

Exploitability

Present is not the same as exploitable

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Is a vulnerable build present?

Compare these published version ranges with your installed build and any vendor patches.

  1. Affected versionversion=1.0.0 <0.6.1

What conditions does exploitation require?

Attack vectornetwork
Required privilegesunauthenticated

What is affected?

Microsoft · TorchGeoversion=1.0.0 <0.6.1

Published CVSS scores

8.1Microsoft CorporationCVSS:3.1/AV:N/AC:H/PR:N/UI:N/S:U/C:H/I:H/A:H

CVSS describes severity. EPSS estimates exploitation probability.

Attacks

What attackers are doing with it

Daily unique IPs observed by Shadowserver honeypots for known exploited vulnerabilities (KEVs). Missing observations do not establish an absence of attacks.

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No observations available

Sep 10, 2026Sep 16, 2026
Latest reporting daySep 16, 2026
Latest daily unique IPsUnavailable
Prior 30-day averageUnavailable
SourceShadowserver honeypots (KEV)
Vectornetwork
Privilegesunauthenticated
Known exploitationUnconfirmed
Public exploitUnconfirmed

Weakness, pattern, technique

CWE-94Improper Control of Generation of Code ('Code Injection')
T1059.006Command and Scripting Interpreter: Python

Public exploit references

No public exploit references are available in this record.

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Technologies

Your stack

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Your stack

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