CVE-2021-37674: google tensorflow Improper Input Validation
Vulnerability summary
CVE-2021-37674 is a medium (CVSS 5.5) Improper Input Validation vulnerability in google tensorflow. EPSS estimates a 0.18% chance of exploitation in the next 30 days, higher than 7% of scored vulnerabilities.
Advisory lineage
Upstream 0 · Downstream 1 · Related 1Timeline
- 12-08-2021PublishedVulnerability first disclosed.
- 04-08-2024Last modifiedVulnerability information updated.
Description
TensorFlow is an end-to-end open source platform for machine learning. In affected versions an attacker can trigger a denial of service via a segmentation fault in `tf.raw_ops.MaxPoolGrad` caused by missing validation. The [implementation](https://github.com/tensorflow/tensorflow/blob/460e000de3a83278fb00b61a16d161b1964f15f4/tensorflow/core/kernels/maxpooling_op.cc) misses some validation for the `orig_input` and `orig_output` tensors. The fixes for CVE-2021-29579 were incomplete. We have patched the issue in GitHub commit 136b51f10903e044308cf77117c0ed9871350475. The fix will be included in TensorFlow 2.6.0. We will also cherrypick this commit on TensorFlow 2.5.1, TensorFlow 2.4.3, and TensorFlow 2.3.4, as these are also affected and still in supported range.
CVSS metrics
5 scores · 3 sources · 3 versions- OSV · PypiEcosystem advisory · calculated5.5MediumCVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
- NVDNIST5.5MediumCVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
EPSS trend
Probability
0.18%
Chance of exploitation in the next 30 days
Percentile
7%
Versus all other CVEs
30-day change
0.00 pp
From 0.18% on 19-09-2026
Known exploited
Compare KEV catalogsNot in any of the 3 tracked catalogs.
Public exploits
0 foundNo public exploits indexed.
Weaknesses
CWE · root cause- CWE-20Improper Input ValidationThe product receives input or data, but it does not validate or incorrectly validates that the input has the properties that are required to process the data safely and correctly.
- CWE-1284Improper Validation of Specified Quantity in InputThe product receives input that is expected to specify a quantity (such as size or length), but it does not validate or incorrectly validates that the quantity has the required properties.
Affected systems
PyPI3 products
- tensorflow< 2.3.4 | ≥ 2.5.0, < 2.5.1 | < 136b51f10903e044308cf77117c0ed9871350475 | ≥ 2.4.0, < 2.4.3
- tensorflow-cpu< 2.3.4 | ≥ 2.5.0, < 2.5.1 | < 136b51f10903e044308cf77117c0ed9871350475 | ≥ 2.4.0, < 2.4.3
- tensorflow-gpu< 2.3.4 | ≥ 2.5.0, < 2.5.1 | < 136b51f10903e044308cf77117c0ed9871350475 | ≥ 2.4.0, < 2.4.3
Google1 product
- tensorflow≥ 2.3.0, < 2.3.4 | ≥ 2.4.0, < 2.4.3 | 2.5.0 | 2.6.0:rc0 | 2.6.0:rc1 | 2.6.0:rc2
Tensorflow1 product
- tensorflow≥ 2.5.0, < 2.5.1 | ≥ 2.4.0, < 2.4.3 | < 2.3.4
3 vendors · 5 products
References
8 links- github.com/tensorflow/tensorflow/security/advisories/GHSA-7ghq-fvr3-pj2xX Refsource CONFIRMWEBAdvisoryThird Party Advisory
- github.com/tensorflow/tensorflow/commit/136b51f10903e044308cf77117c0ed9871350475X Refsource MISCWEBFIXPatchThird Party Advisory
- github.com/tensorflow/tensorflow/blob/master/tensorflow/security/advisory/tfsa-2021-068.mdX Refsource MISCWEBAdvisoryThird Party Advisory
