BIT-tensorflow-2021-41208

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Import Source
https://github.com/bitnami/vulndb/tree/main/data/tensorflow/BIT-tensorflow-2021-41208.json
JSON Data
https://api.osv.dev/v1/vulns/BIT-tensorflow-2021-41208
Aliases
Published
2024-03-06T11:16:21.213Z
Modified
2024-11-27T19:40:48.342Z
Summary
[none]
Details

TensorFlow is an open source platform for machine learning. In affected versions the code for boosted trees in TensorFlow is still missing validation. As a result, attackers can trigger denial of service (via dereferencing nullptrs or via CHECK-failures) as well as abuse undefined behavior (binding references to nullptrs). An attacker can also read and write from heap buffers, depending on the API that gets used and the arguments that are passed to the call. Given that the boosted trees implementation in TensorFlow is unmaintained, it is recommend to no longer use these APIs. We will deprecate TensorFlow's boosted trees APIs in subsequent releases. The fix will be included in TensorFlow 2.7.0. We will also cherrypick this commit on TensorFlow 2.6.1, TensorFlow 2.5.2, and TensorFlow 2.4.4, as these are also affected and still in supported range.

Database specific
{
    "cpes": [
        "cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*",
        "cpe:2.3:a:google:tensorflow:2.7.0:rc0:*:*:*:*:*:*",
        "cpe:2.3:a:google:tensorflow:2.7.0:rc1:*:*:*:*:*:*"
    ],
    "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
2.4.0
Fixed
2.4.4
Introduced
2.5.0
Fixed
2.5.2
Introduced
2.6.0
Fixed
2.6.1
Type
SEMVER
Events
Introduced
2.7.0-rc0
Last affected
2.7.0-rc0
Introduced
2.7.0-rc1
Last affected
2.7.0-rc1