Out of bounds segmentation fault due to unequal op inputs in Tensorflow
Priority HIGH 66CWE-125Published · Updated
Key facts
- Attack vector
- Network
- Privileges required
- None
- User interaction
- None
- Attack complexity
- Low
- Impact type
- Denial of service
- Confidentiality · integrity · availability
- None · None · High
- Fix status
- Fixed
Attack profile from CVSS 3.1 · NVD. Fix status from CNA and GitHub. Impact type from CWE-125 and the CVSS impact.
Summary
TensorFlow is an open source platform for machine learning. When ops that have specified input sizes receive a differing number of inputs, the executor will crash. We have patched the issue in GitHub commit f5381e0e10b5a61344109c1b7c174c68110f7629. 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.
Why it matters now
Exploitation Proof of concept CISA SSVC · not in CISA KEV
EPSS 0.00384 32nd percentileScored 2026-11-07
Public exploit Yes 1 exploit referenceTagged by NVD
Fix Fixed tensorflow (tensorflow): 2.10.1tensorflow (PyPI): 2.10.1+2 more products
SSVC decision points
CISA ADP · SSVC 2.0.3
- Exploitation
- Poc
- Automatable
- No
- Technical impact
- Partial
The decision (Track, Attend, Act) also depends on your mission and well-being impact; see CISA's SSVC guide.
Affected products
| Vendor | Product | Affected versions | Fixed in | Status | Source |
|---|---|---|---|---|---|
| tensorflow | 2.10.0 to before 2.10.1 | 2.10.1 | Patch available | CNA | |
| — | tensorflow (PyPI) | 2.10.0 to before 2.10.1 | 2.10.1 | Patch available | GHSA-w58w-79xv-6vcj |
| — | tensorflow-cpu (PyPI) | 2.10.0 to before 2.10.1 | 2.10.1 | Patch available | GHSA-w58w-79xv-6vcj |
| — | tensorflow-gpu (PyPI) | 2.10.0 to before 2.10.1 | 2.10.1 | Patch available | GHSA-w58w-79xv-6vcj |
- tensorflow VendorGoogle Affected 2.10.0 to before 2.10.1 Fixed in 2.10.1 Patch available CNA
- tensorflow (PyPI) Vendor— Affected 2.10.0 to before 2.10.1 Fixed in 2.10.1 Patch available GHSA-w58w-79xv-6vcj
- tensorflow-cpu (PyPI) Vendor— Affected 2.10.0 to before 2.10.1 Fixed in 2.10.1 Patch available GHSA-w58w-79xv-6vcj
- tensorflow-gpu (PyPI) Vendor— Affected 2.10.0 to before 2.10.1 Fixed in 2.10.1 Patch available GHSA-w58w-79xv-6vcj
CPE configurations NVD · 5
| CPE | Versions | Role | Vendor |
|---|---|---|---|
| cpe:2.3:a:google:tensorflow:2.10.0:-:*:*:*:*:*:* | 2.10.0 | Vulnerable | |
| cpe:2.3:a:google:tensorflow:2.10.0:rc0:*:*:*:*:*:* | 2.10.0 rc0 | Vulnerable | |
| cpe:2.3:a:google:tensorflow:2.10.0:rc1:*:*:*:*:*:* | 2.10.0 rc1 | Vulnerable | |
| cpe:2.3:a:google:tensorflow:2.10.0:rc2:*:*:*:*:*:* | 2.10.0 rc2 | Vulnerable | |
| cpe:2.3:a:google:tensorflow:2.10.0:rc3:*:*:*:*:*:* | 2.10.0 rc3 | Vulnerable |
- cpe:2.3:a:google:tensorflow:2.10.0:-:*:*:*:*:*:* Versions 2.10.0 Vulnerable ·Google
- cpe:2.3:a:google:tensorflow:2.10.0:rc0:*:*:*:*:*:* Versions 2.10.0 rc0 Vulnerable ·Google
- cpe:2.3:a:google:tensorflow:2.10.0:rc1:*:*:*:*:*:* Versions 2.10.0 rc1 Vulnerable ·Google
- cpe:2.3:a:google:tensorflow:2.10.0:rc2:*:*:*:*:*:* Versions 2.10.0 rc2 Vulnerable ·Google
- cpe:2.3:a:google:tensorflow:2.10.0:rc3:*:*:*:*:*:* Versions 2.10.0 rc3 Vulnerable ·Google
Remediation
- Fix · CNA tensorflow (tensorflow) Fixed in 2.10.1
- Fix · GHSA-w58w-79xv-6vcj tensorflow (PyPI) Fixed in 2.10.1 Advisory →
- Fix · GHSA-w58w-79xv-6vcj tensorflow-cpu (PyPI) Fixed in 2.10.1 Advisory →
- Fix · GHSA-w58w-79xv-6vcj tensorflow-gpu (PyPI) Fixed in 2.10.1 Advisory →
Timeline
- 2026-10-02 Threatist record created from CVE-2022-41883
- 2026-10-03 Alias added: GHSA-w58w-79xv-6vcj
References
Advisory 3
More Google Tensorflow vulnerabilities
- TI-2022-20241 FractionalMaxPool and FractionalAVGPool heap out-of-bounds acess in Tensorflow CVSS 3.1CRITICAL 9.8
- TI-2022-07640 Integer overflow in Tensorflow CVSS 3.1CRITICAL 9.8
- TI-2022-07627 Out of bounds read and write in Tensorflow CVSS 3.1HIGH 8.8
- TI-2022-07619 Out of bounds write in Tensorflow CVSS 3.1HIGH 8.8
- TI-2022-07613 Read and Write outside of bounds in TFLite CVSS 3.1HIGH 8.8
- TI-2022-07612 Integer overflow in TFLite CVSS 3.1HIGH 8.8
Sources
- CVE-2022-41883 · CVE Program
- CVE-2022-41883 · NVD
- FIRST EPSS
- GHSA-w58w-79xv-6vcj · GitHub Advisory Database · CC BY 4.0
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