Buffer Overflow Affecting tensorflow-gpu package, versions [, 2.1.4)[2.2.0, 2.2.3)[2.3.0, 2.3.3)[2.4.0, 2.4.2)


Severity

Recommended
0.0
low
0
10

CVSS assessment by Snyk's Security Team. Learn more

Threat Intelligence

EPSS
0.05% (15th percentile)

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  • Snyk IDSNYK-PYTHON-TENSORFLOWGPU-1296507
  • published24 May 2021
  • disclosed21 May 2021
  • creditUnknown

Introduced: 21 May 2021

CVE-2021-29529  (opens in a new tab)
CWE-119  (opens in a new tab)
CWE-120  (opens in a new tab)

How to fix?

Upgrade tensorflow-gpu to version 2.1.4, 2.2.3, 2.3.3, 2.4.2 or higher.

Overview

tensorflow-gpu is a machine learning framework.

Affected versions of this package are vulnerable to Buffer Overflow due to heap buffer overflow caused by rounding. An attacker can trigger a heap buffer overflow in tf.raw_ops.QuantizedResizeBilinear by manipulating input values so that float rounding results in off-by-one error in accessing image elements.

References

CVSS Base Scores

version 3.1