CVE-2022-41885 json
Overflow in `FusedResizeAndPadConv2D` in Tensorflow
published 3y ago modified 2mo ago also BIT-tensorflow-2022-41885 , EUVD-2022-7264 , GHSA-762h-vpvw-3rcx , PYSEC-2026-3126 , PYSEC-2026-3290 , PYSEC-2026-964
- cvss
- 4.8
- version 3.1, CNA
- cisa kev
- Not listed
- not in CISA's catalog
- epss
- 0.5%
- EPSS 0.5% chance of exploitation in 30 days, percentile 41%
- public exploits
- 0
- none known
Summary
TensorFlow is an open source platform for machine learning. When `tf.raw_ops.FusedResizeAndPadConv2D` is given a large tensor shape, it overflows. We have patched the issue in GitHub commit d66e1d568275e6a2947de97dca7a102a211e01ce. 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.
Patch / fix
- pypi tensorflow 2.7.4, 2.8.1, 2.9.1
- pypi tensorflow-cpu 2.7.4, 2.8.1, 2.9.1
- pypi tensorflow-gpu 2.7.4, 2.8.1, 2.9.1
- bitnami tensorflow 2.7.4, 2.8.1, 2.9.1
- google tensorflow 2.7.4, 2.8.1, 2.9.1
Is CVE-2022-41885 in your dependencies? Fencer shows which of your repositories are affected as soon as an advisory lands, and opens the fix as a pull request.
Check with FencerCISA SSVC
- Exploitation
- Proof of concept is public
- Automatable
- no
- Technical impact
- partial
- Assessed
- last yr.
Exploit prediction
0.47% chance of exploitation in the next 30 days, higher than 41% of all scored CVEs (FIRST EPSS, 2026-11-09).
Exploits and checks
- github.com https://github.com/tensorflow/tensorflow/security/advisories/GHSA-762h-vpvw-3rcx referenced PoC, tagged "exploit" by a source, unverified
CVSS scores
| assigned by | version | score | vector |
|---|---|---|---|
| CNA | 3.1 | 4.8 | CVSS:3.1/AV:N/AC:H/PR:L/UI:R/S:U/C:N/I:N/A:H |
| GitHub | 3.1 | 4.8 | CVSS:3.1/AV:N/AC:H/PR:L/UI:R/S:U/C:N/I:N/A:H |
| NVD | 3.1 | 7.5 | CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H |
| OSV | 3.1 | 7.5 | CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H |
| OSV | 3.1 | 4.8 | CVSS:3.1/AV:N/AC:H/PR:L/UI:R/S:U/C:N/I:N/A:H |
Affected packages
| ecosystem | package | affected | fixed in |
|---|---|---|---|
| pypi | tensorflow | <2.7.4 >=2.8.0, <2.8.1 >=2.9.0, <2.9.1 |
2.7.4 2.8.1 2.9.1 |
| pypi | tensorflow-cpu | <2.7.4 >=2.8.0, <2.8.1 >=2.9.0, <2.9.1 |
2.7.4 2.8.1 2.9.1 |
| pypi | tensorflow-gpu | <2.7.4 >=2.8.0, <2.8.1 >=2.9.0, <2.9.1 |
2.7.4 2.8.1 2.9.1 |
| bitnami | tensorflow | <2.7.4 >=2.8.0, <2.8.1 >=2.9.0, <2.9.1 |
2.7.4 2.8.1 2.9.1 |
Affected products
- tensorflow tensorflow
Classification
- Weakness
-
- CWE-131 Incorrect Calculation of Buffer Size
References
-
github.com
/tensorflow/tensorflow/commit/d66e1d568275e6a2947de97dca7a102a211e01ce
web, patch, third-party-advisory, advisory
-
github.com
/tensorflow/tensorflow/security/advisories/GHSA-762h-vpvw-3rcx
web, exploit, patch, third-party-advisory, advisory
-
github.com
/tensorflow/tensorflow/blob/master/tensorflow/core/kernels/conv_ops_fused_image_transform.cc
web, third-party-advisory, advisory
-
nvd.nist.gov
/vuln/detail/CVE-2022-41885
advisory, web
-
github.com
/tensorflow/tensorflow
package
-
pypi.org
/project/tensorflow
package
-
github.com
/advisories/GHSA-762h-vpvw-3rcx
advisory
-
pypi.org
/project/tensorflow-cpu
package
-
pypi.org
/project/tensorflow-gpu
package
Sources
- CVE List CVE-2022-41885
- GitHub Advisory GHSA-762h-vpvw-3rcx
- NVD CVE-2022-41885
- OSV BIT-tensorflow-2022-41885
- OSV PYSEC-2026-3126
- OSV PYSEC-2026-3290
- OSV PYSEC-2026-964
Fencer Intel keeps one entry per vulnerability: the CVE id wins, then GHSA, and records that alias each other are merged, except that two CVEs always keep separate entries. The same data is available as JSON.