CVE-2022-41895

`MirrorPadGrad` heap out of bounds read in Tensorflow

HIGH

7.5

CVSS Score

Published: November 18, 2022 at 12:00 AM UTC

Updated: June 17, 2026 at 05:04 AM UTC

2 products affected across 2 vendorsTensorflowTensorFlow

Using tensorflow by tensorflow?

Get instant alerts when new vulnerabilities affect tensorflow - before attackers find them.

Real-time alertsTrack your software stackFree plan available

Start Free Sign In

Severity

HIGH7.5

Exploit prediction

EPSS 0.5%

SSVC

PoC

Description

TensorFlow is an open source platform for machine learning. If `MirrorPadGrad` is given outsize input `paddings`, TensorFlow will give a heap OOB error. We have patched the issue in GitHub commit 717ca98d8c3bba348ff62281fdf38dcb5ea1ec92. 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.

Affected

Our own answer: ranges merged, affected separated from platform-only, with confidence and review flags.

Tensorflow · Google

95%

v < 2.8.42.10.0 ≤ v < 2.10.12.9.0 ≤ v < 2.9.3

Affected range stops below 2.10.1, so it looks safe — our inference, not a vendor statement

Affected range stops below 2.8.4, so it looks safe — our inference, not a vendor statement

Affected range stops below 2.9.3, so it looks safe — our inference, not a vendor statement

TensorFlow · Tensorflow

60%

v < 2.10.1v < 2.8.4v < 2.9.3

Affected range stops below 2.10.1, so it looks safe — our inference, not a vendor statement

Affected range stops below 2.8.4, so it looks safe — our inference, not a vendor statement

Affected range stops below 2.9.3, so it looks safe — our inference, not a vendor statement

Remediation

No guide yet

No remediation guidance has been written for this CVE yet. What the record does show:

Patch and advisory references

References (3)

Third Party Advisory

Source: [email protected]

https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/kernels/image/mirror_pad_op.cc

PatchThird Party Advisory

Source: [email protected]

https://github.com/tensorflow/tensorflow/commit/717ca98d8c3bba348ff62281fdf38dcb5ea1ec92

ExploitPatchThird Party Advisory

Source: [email protected]

https://github.com/tensorflow/tensorflow/security/advisories/GHSA-gq2j-cr96-gvqx

SSVC — Action Prioritization

SSVCPoCNot automatablePartial impact

SSVC signals action urgency (what to patch first), separate from CVSS which measures severity.

CVSS

7.5HIGH[email protected]

Attack Vector: NETWORK
Complexity: LOW
Privileges: NONE
User Interaction: NONE
Scope: UNCHANGED
Confidentiality: NONE
Integrity: NONE
Availability: HIGH

Vector?

Quick Info

StatusMODIFIED

CWE

CWE-125

Get alerted

Stop reading CVE feeds looking for your own stack

Track the products you run and VulnTracker tells you when a new CVE affects them — with what is known about fixing it, and nothing about the rest.

Create account Sign in

Free plan, no card