Int overflow in `RaggedRangeOp` in Tensoflow
Priority LOW 34CWE-190Published · 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-190 and the CVSS impact.
Summary
TensorFlow is an open source platform for machine learning. The `RaggedRangOp` function takes an argument `limits` that is eventually used to construct a `TensorShape` as an `int64`. If `limits` is a very large float, it can overflow when converted to an `int64`. This triggers an `InvalidArgument` but also throws an abort signal that crashes the program. We have patched the issue in GitHub commit 37cefa91bee4eace55715eeef43720b958a01192. The fix will be included in TensorFlow 2.10.0. We will also cherrypick this commit on TensorFlow 2.9.1, TensorFlow 2.8.1, and TensorFlow 2.7.2, as these are also affected and still in supported range. There are no known workarounds for this issue.
Why it matters now
Exploitation None reported CISA SSVC · not in CISA KEV
EPSS 0.00701 53rd percentileScored 2026-11-07
Fix Fixed tensorflow (tensorflow): 2.7.2, 2.8.1, 2.9.1tensorflow (PyPI): 2.7.2, 2.8.1, 2.9.1+2 more products
SSVC decision points
CISA ADP · SSVC 2.0.3
- Exploitation
- None
- 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 | before 2.7.2; 2.8.0 to before 2.8.1; 2.9.0 to before 2.9.1 | 2.7.2, 2.8.1, 2.9.1 | Patch available | CNA | |
| — | tensorflow (PyPI) | before 2.7.2 | 2.7.2 | Patch available | GHSA-x989-q2pq-4q5x |
| — | tensorflow (PyPI) | 2.8.0 to before 2.8.1 | 2.8.1 | Patch available | GHSA-x989-q2pq-4q5x |
| — | tensorflow (PyPI) | 2.9.0 to before 2.9.1 | 2.9.1 | Patch available | GHSA-x989-q2pq-4q5x |
| — | tensorflow-cpu (PyPI) | before 2.7.2 | 2.7.2 | Patch available | GHSA-x989-q2pq-4q5x |
| — | tensorflow-cpu (PyPI) | 2.8.0 to before 2.8.1 | 2.8.1 | Patch available | GHSA-x989-q2pq-4q5x |
| — | tensorflow-cpu (PyPI) | 2.9.0 to before 2.9.1 | 2.9.1 | Patch available | GHSA-x989-q2pq-4q5x |
| — | tensorflow-gpu (PyPI) | before 2.7.2 | 2.7.2 | Patch available | GHSA-x989-q2pq-4q5x |
| — | tensorflow-gpu (PyPI) | 2.8.0 to before 2.8.1 | 2.8.1 | Patch available | GHSA-x989-q2pq-4q5x |
| — | tensorflow-gpu (PyPI) | 2.9.0 to before 2.9.1 | 2.9.1 | Patch available | GHSA-x989-q2pq-4q5x |
- tensorflow VendorGoogle Affected before 2.7.2; 2.8.0 to before 2.8.1; 2.9.0 to before 2.9.1 Fixed in 2.7.2, 2.8.1, 2.9.1 Patch available CNA
- tensorflow (PyPI) Vendor— Affected before 2.7.2 Fixed in 2.7.2 Patch available GHSA-x989-q2pq-4q5x
- tensorflow (PyPI) Vendor— Affected 2.8.0 to before 2.8.1 Fixed in 2.8.1 Patch available GHSA-x989-q2pq-4q5x
- tensorflow (PyPI) Vendor— Affected 2.9.0 to before 2.9.1 Fixed in 2.9.1 Patch available GHSA-x989-q2pq-4q5x
- tensorflow-cpu (PyPI) Vendor— Affected before 2.7.2 Fixed in 2.7.2 Patch available GHSA-x989-q2pq-4q5x
- tensorflow-cpu (PyPI) Vendor— Affected 2.8.0 to before 2.8.1 Fixed in 2.8.1 Patch available GHSA-x989-q2pq-4q5x
- tensorflow-cpu (PyPI) Vendor— Affected 2.9.0 to before 2.9.1 Fixed in 2.9.1 Patch available GHSA-x989-q2pq-4q5x
- tensorflow-gpu (PyPI) Vendor— Affected before 2.7.2 Fixed in 2.7.2 Patch available GHSA-x989-q2pq-4q5x
- tensorflow-gpu (PyPI) Vendor— Affected 2.8.0 to before 2.8.1 Fixed in 2.8.1 Patch available GHSA-x989-q2pq-4q5x
- tensorflow-gpu (PyPI) Vendor— Affected 2.9.0 to before 2.9.1 Fixed in 2.9.1 Patch available GHSA-x989-q2pq-4q5x
CPE configurations NVD · 5
| CPE | Versions | Role | Vendor |
|---|---|---|---|
| cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:* | 2.7.0 to before 2.7.2; 2.8.0 to before 2.8.1; 2.9.0 to before 2.9.1 | Vulnerable | |
| cpe:2.3:a:google:tensorflow:2.10:rc0:*:*:*:*:*:* | 2.10 rc0 | Vulnerable | |
| cpe:2.3:a:google:tensorflow:2.10:rc1:*:*:*:*:*:* | 2.10 rc1 | Vulnerable | |
| cpe:2.3:a:google:tensorflow:2.10:rc2:*:*:*:*:*:* | 2.10 rc2 | Vulnerable | |
| cpe:2.3:a:google:tensorflow:2.10:rc3:*:*:*:*:*:* | 2.10 rc3 | Vulnerable |
- cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:* Versions 2.7.0 to before 2.7.2; 2.8.0 to before 2.8.1; 2.9.0 to before 2.9.1 Vulnerable ·Google
- cpe:2.3:a:google:tensorflow:2.10:rc0:*:*:*:*:*:* Versions 2.10 rc0 Vulnerable ·Google
- cpe:2.3:a:google:tensorflow:2.10:rc1:*:*:*:*:*:* Versions 2.10 rc1 Vulnerable ·Google
- cpe:2.3:a:google:tensorflow:2.10:rc2:*:*:*:*:*:* Versions 2.10 rc2 Vulnerable ·Google
- cpe:2.3:a:google:tensorflow:2.10:rc3:*:*:*:*:*:* Versions 2.10 rc3 Vulnerable ·Google
Remediation
- Fix · CNA tensorflow (tensorflow) Fixed in 2.7.2, 2.8.1, 2.9.1
- Fix · GHSA-x989-q2pq-4q5x tensorflow (PyPI) Fixed in 2.7.2 Advisory →
- Fix · GHSA-x989-q2pq-4q5x tensorflow (PyPI) Fixed in 2.8.1 Advisory →
- Fix · GHSA-x989-q2pq-4q5x tensorflow (PyPI) Fixed in 2.9.1 Advisory →
- Fix · GHSA-x989-q2pq-4q5x tensorflow-cpu (PyPI) Fixed in 2.7.2 Advisory →
- Fix · GHSA-x989-q2pq-4q5x tensorflow-cpu (PyPI) Fixed in 2.8.1 Advisory →
- Fix · GHSA-x989-q2pq-4q5x tensorflow-cpu (PyPI) Fixed in 2.9.1 Advisory →
- Fix · GHSA-x989-q2pq-4q5x tensorflow-gpu (PyPI) Fixed in 2.7.2 Advisory →
- Fix · GHSA-x989-q2pq-4q5x tensorflow-gpu (PyPI) Fixed in 2.8.1 Advisory →
- Fix · GHSA-x989-q2pq-4q5x tensorflow-gpu (PyPI) Fixed in 2.9.1 Advisory →
Timeline
- 2026-10-02 Threatist record created from CVE-2022-35940
- 2026-10-03 Alias added: GHSA-x989-q2pq-4q5x
References
Patch 2
Advisory 2
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-2022-35940 · CVE Program
- CVE-2022-35940 · NVD
- FIRST EPSS
- GHSA-x989-q2pq-4q5x · GitHub Advisory Database · CC BY 4.0
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