CVE-2022-41885 Overflow in `FusedResizeAndPadConv2D` in Tensorflow

2022-11-1800:00:00

CWE-131

GitHub_M

www.cve.org

cve-2022-41885

fusedresizeandpadconv2d

tensorflow

github commit

tensorflow 2.11

cherrypick

tensor shape

overflow

4.8 Medium

CVSS3

Attack Vector

NETWORK

Attack Complexity

HIGH

Privileges Required

LOW

User Interaction

REQUIRED

Scope

UNCHANGED

Confidentiality Impact

NONE

Integrity Impact

NONE

Availability Impact

HIGH

CVSS:3.1/AV:N/AC:H/PR:L/UI:R/S:U/C:N/I:N/A:H

0.001 Low

EPSS

Percentile

43.6%

JSON

TensorFlow is an open source platform for machine learning. When tf.raw_ops.FusedResizeAndPadConv2D is given a large tensor shape, it overflows. We have patched the issue in GitHub commit d66e1d568275e6a2947de97dca7a102a211e01ce. The fix will be included in TensorFlow 2.11. We will also cherrypick this commit on TensorFlow 2.10.1, 2.9.3, and TensorFlow 2.8.4, as these are also affected and still in supported range.

CNA Affected

[
  {
    "vendor": "tensorflow",
    "product": "tensorflow",
    "versions": [
      {
        "version": ">= 2.9.0, < 2.9.1",
        "status": "affected"
      },
      {
        "version": ">= 2.8.0, < 2.8.1",
        "status": "affected"
      },
      {
        "version": "< 2.7.4",
        "status": "affected"
      }
    ]
  }
]