CVSS 3.1
7.8 highCVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:HCVE-2021-29592
High (7.8) in google tensorflow. EPSS 0.2% chance of exploitation in the next 30 days. Fixed in tensorflow 2.1.4, 2.2.3, 2.3.3.
TensorFlow is an end-to-end open source platform for machine learning. The fix for CVE-2020-15209(https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2020-15209) missed the case when the target shape of `Reshape` operator is given by the elements of a 1-D tensor. As such, the fix for the vulnerability(https://github.com/tensorflow/tensorflow/blob/9c1dc920d8ffb4893d6c9d27d1f039607b326743/tensorflow/lite/core/subgraph.cc#L1062-L1074) allowed passing a null-buffer-backed tensor with a 1D shape. The fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, as these are also affected and still in supported range.
Severity
- EPSS
- 0.2% chance of exploitation in the next 30 days; higher than 11% of CVEs (scores of 2026-10-31)
- CWE
- CWE-476
- Published
- Modified
- Record from
- the NVD, synced
Affected
- google:tensorflow
Packages (OSV)
| Advisory | Ecosystem | Package | Affected | Fixed in |
|---|---|---|---|---|
| GHSA-jjr8-m8g8-p6wv | PyPI | tensorflow | <2.1.4 | 2.1.4 |
| GHSA-jjr8-m8g8-p6wv | PyPI | tensorflow | >=2.2.0 <2.2.3 | 2.2.3 |
| GHSA-jjr8-m8g8-p6wv | PyPI | tensorflow | >=2.3.0 <2.3.3 | 2.3.3 |
| GHSA-jjr8-m8g8-p6wv | PyPI | tensorflow | >=2.4.0 <2.4.2 | 2.4.2 |
| GHSA-jjr8-m8g8-p6wv | PyPI | tensorflow-cpu | <2.1.4 | 2.1.4 |
| GHSA-jjr8-m8g8-p6wv | PyPI | tensorflow-cpu | >=2.2.0 <2.2.3 | 2.2.3 |
| GHSA-jjr8-m8g8-p6wv | PyPI | tensorflow-cpu | >=2.3.0 <2.3.3 | 2.3.3 |
| GHSA-jjr8-m8g8-p6wv | PyPI | tensorflow-cpu | >=2.4.0 <2.4.2 | 2.4.2 |
| GHSA-jjr8-m8g8-p6wv | PyPI | tensorflow-gpu | <2.1.4 | 2.1.4 |
| GHSA-jjr8-m8g8-p6wv | PyPI | tensorflow-gpu | >=2.2.0 <2.2.3 | 2.2.3 |
| GHSA-jjr8-m8g8-p6wv | PyPI | tensorflow-gpu | >=2.3.0 <2.3.3 | 2.3.3 |
| GHSA-jjr8-m8g8-p6wv | PyPI | tensorflow-gpu | >=2.4.0 <2.4.2 | 2.4.2 |
| PYSEC-2021-229 | PyPI | tensorflow | <2.1.4 >=2.2.0 <2.2.3 >=2.3.0 <2.3.3 >=2.4.0 <2.4.2 | 2.1.4, 2.2.3, 2.3.3, 2.4.2 |
| PYSEC-2021-520 | PyPI | tensorflow-cpu | <2.1.4 >=2.2.0 <2.2.3 >=2.3.0 <2.3.3 >=2.4.0 <2.4.2 | 2.1.4, 2.2.3, 2.3.3, 2.4.2 |
| PYSEC-2021-718 | PyPI | tensorflow-gpu | <2.1.4 >=2.2.0 <2.2.3 >=2.3.0 <2.3.3 >=2.4.0 <2.4.2 | 2.1.4, 2.2.3, 2.3.3, 2.4.2 |
References
- https://github.com/tensorflow/tensorflow/commit/f8378920345f4f4604202d4ab15ef64b2aceaa16
- https://github.com/tensorflow/tensorflow/security/advisories/GHSA-jjr8-m8g8-p6wv
- https://github.com/tensorflow/tensorflow/commit/f8378920345f4f4604202d4ab15ef64b2aceaa16
- https://github.com/tensorflow/tensorflow/security/advisories/GHSA-jjr8-m8g8-p6wv