BIT-tensorflow-2022-23594

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Import Source

https://github.com/bitnami/vulndb/tree/main/data/tensorflow/BIT-tensorflow-2022-23594.json

JSON Data

https://api.osv.dev/v1/vulns/BIT-tensorflow-2022-23594

Aliases

Published

2024-03-06T11:14:43.924Z

Modified

2024-11-27T19:40:48.342Z

Summary

[none]

Details

Tensorflow is an Open Source Machine Learning Framework. The TFG dialect of TensorFlow (MLIR) makes several assumptions about the incoming GraphDef before converting it to the MLIR-based dialect. If an attacker changes the SavedModel format on disk to invalidate these assumptions and the GraphDef is then converted to MLIR-based IR then they can cause a crash in the Python interpreter. Under certain scenarios, heap OOB read/writes are possible. These issues have been discovered via fuzzing and it is possible that more weaknesses exist. We will patch them as they are discovered.

Database specific

{
    "cpes": [
        "cpe:2.3:a:google:tensorflow:2.7.0:*:*:*:*:*:*:*"
    ],
    "severity": "High"
}

References

Affected packages

Bitnami / tensorflow

Package

Name: tensorflow
Purl: pkg:bitnami/tensorflow

Severity

8.8 (High) CVSS_V3 - CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:C/C:H/I:H/A:H CVSS Calculator

Affected ranges

Type: SEMVER
Events: Introduced

2.7.0

Last affected

2.7.0