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Vulnerability details: VCID-vxm3-72uk-zbb8
Vulnerability ID VCID-vxm3-72uk-zbb8
Aliases CVE-2022-41895
GHSA-gq2j-cr96-gvqx
Summary 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.
Status Published
Exploitability 0.5
Weighted Severity 6.2
Risk 3.1
Affected and Fixed Packages Package Details
Weaknesses (3)
CWE-125 Out-of-bounds Read
CWE-1035 OWASP Top Ten 2017 Category A9 - Using Components with Known Vulnerabilities
CWE-937 OWASP Top Ten 2013 Category A9 - Using Components with Known Vulnerabilities
System Score Found at
epss 0.0015 https://api.first.org/data/v1/epss?cve=CVE-2022-41895
epss 0.0015 https://api.first.org/data/v1/epss?cve=CVE-2022-41895
epss 0.0015 https://api.first.org/data/v1/epss?cve=CVE-2022-41895
epss 0.0015 https://api.first.org/data/v1/epss?cve=CVE-2022-41895
cvssv3.1_qr MODERATE https://github.com/advisories/GHSA-gq2j-cr96-gvqx
cvssv3.1 4.8 https://github.com/tensorflow/tensorflow
generic_textual MODERATE https://github.com/tensorflow/tensorflow
cvssv3.1 4.8 https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/kernels/image/mirror_pad_op.cc
generic_textual MODERATE https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/kernels/image/mirror_pad_op.cc
cvssv3.1 4.8 https://github.com/tensorflow/tensorflow/commit/717ca98d8c3bba348ff62281fdf38dcb5ea1ec92
generic_textual MODERATE https://github.com/tensorflow/tensorflow/commit/717ca98d8c3bba348ff62281fdf38dcb5ea1ec92
cvssv3.1 4.8 https://github.com/tensorflow/tensorflow/security/advisories/GHSA-gq2j-cr96-gvqx
cvssv3.1_qr MODERATE https://github.com/tensorflow/tensorflow/security/advisories/GHSA-gq2j-cr96-gvqx
generic_textual MODERATE https://github.com/tensorflow/tensorflow/security/advisories/GHSA-gq2j-cr96-gvqx
cvssv3.1 4.8 https://nvd.nist.gov/vuln/detail/CVE-2022-41895
generic_textual MODERATE https://nvd.nist.gov/vuln/detail/CVE-2022-41895
Reference id Reference type URL
https://api.first.org/data/v1/epss?cve=CVE-2022-41895
https://github.com/tensorflow/tensorflow
https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/kernels/image/mirror_pad_op.cc
https://github.com/tensorflow/tensorflow/commit/717ca98d8c3bba348ff62281fdf38dcb5ea1ec92
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-gq2j-cr96-gvqx
https://nvd.nist.gov/vuln/detail/CVE-2022-41895
GHSA-gq2j-cr96-gvqx https://github.com/advisories/GHSA-gq2j-cr96-gvqx
No exploits are available.
Vector: CVSS:3.1/AV:N/AC:H/PR:L/UI:R/S:U/C:N/I:N/A:H Found at https://github.com/tensorflow/tensorflow
Attack Vector (AV) Attack Complexity (AC) Privileges Required (PR) User Interaction (UI) Scope (S) Confidentiality Impact (C) Integrity Impact (I) Availability Impact (A)

network

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Vector: CVSS:3.1/AV:N/AC:H/PR:L/UI:R/S:U/C:N/I:N/A:H Found at https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/kernels/image/mirror_pad_op.cc
Attack Vector (AV) Attack Complexity (AC) Privileges Required (PR) User Interaction (UI) Scope (S) Confidentiality Impact (C) Integrity Impact (I) Availability Impact (A)

network

adjacent_network

local

physical

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Vector: CVSS:3.1/AV:N/AC:H/PR:L/UI:R/S:U/C:N/I:N/A:H Found at https://github.com/tensorflow/tensorflow/commit/717ca98d8c3bba348ff62281fdf38dcb5ea1ec92
Attack Vector (AV) Attack Complexity (AC) Privileges Required (PR) User Interaction (UI) Scope (S) Confidentiality Impact (C) Integrity Impact (I) Availability Impact (A)

network

adjacent_network

local

physical

low

high

none

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required

unchanged

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Vector: CVSS:3.1/AV:N/AC:H/PR:L/UI:R/S:U/C:N/I:N/A:H Found at https://github.com/tensorflow/tensorflow/security/advisories/GHSA-gq2j-cr96-gvqx
Attack Vector (AV) Attack Complexity (AC) Privileges Required (PR) User Interaction (UI) Scope (S) Confidentiality Impact (C) Integrity Impact (I) Availability Impact (A)

network

adjacent_network

local

physical

low

high

none

low

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none

required

unchanged

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Vector: CVSS:3.1/AV:N/AC:H/PR:L/UI:R/S:U/C:N/I:N/A:H Found at https://nvd.nist.gov/vuln/detail/CVE-2022-41895
Attack Vector (AV) Attack Complexity (AC) Privileges Required (PR) User Interaction (UI) Scope (S) Confidentiality Impact (C) Integrity Impact (I) Availability Impact (A)

network

adjacent_network

local

physical

low

high

none

low

high

none

required

unchanged

changed

high

low

none

high

low

none

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low

none
Exploit Prediction Scoring System (EPSS)
Percentile 0.35196
EPSS Score 0.0015
Published At June 4, 2026, 12:55 p.m.
Date Actor Action Source VulnerableCode Version
2026-06-04T17:12:23.975870+00:00 Debian Importer Import https://security-tracker.debian.org/tracker/data/json 38.6.0