TensorFlow is an open source platform for machine learning. In affected versions several TensorFlow operations are missing validation for the shapes of the tensor arguments involved in the call. Depending on the API, this can result in undefined behavior and segfault or CHECK-fail related crashes but in some scenarios writes and reads from heap populated arrays are also possible. We have discovered these issues internally via tooling while working on improving/testing GPU op determinism. As such, we don't have reproducers and there will be multiple fixes for these issues. These fixes will be included in TensorFlow 2.7.0. We will also cherrypick these commits on TensorFlow 2.6.1, TensorFlow 2.5.2, and TensorFlow 2.4.4, as these are also affected and still in supported range.
CVE-2021-41206
This high-severity CVE scores 7.0 under NVD CVSS v3. EPSS exploit probability: 0.2%, top 93% of all CVEs by exploit prediction. GitHub Security Advisory data not yet ingested — confidence will rise once GHSA publishes (typical lag: hours to days for open-source ecosystem CVEs; never for infrastructure-only CVEs).
- High severity, but no confirmed exploitation yet
No vendor fix yet — apply a workaround or compensating control (WAF / firewall / segmentation) and watch for a patch.
- CVSS v3
- 7.0
- EG Score
- 7.0(medium)
- EG Risk
- 36(Track)EG Risk 36/100SSVC: Track
EG Risk is EchelonGraph's 0–100 priority score: it fuses intrinsic severity with real-world exploitation and automatability so you can rank equal-severity CVEs and fix the most dangerous first. Higher = act sooner. Distinct from the 0–10 EG Score (severity).
How it’s computedSeverity70% × 45%Exploitation0% × 40%Automatability30% × 15%Action: Routine — remediate on your standard cadence. - EPSS
- 7.2%
- KEV
- Not listed
Published
November 5, 2021
Last Modified
November 21, 2024
References (14)
- security-advisories@githubhttps://github.com/tensorflow/tensorflow/commit/4d74d8a00b07441cba090a02e0dd9ed385145bf4
- security-advisories@githubhttps://github.com/tensorflow/tensorflow/commit/4dddb2fd0b01cdd196101afbba6518658a2c9e07
- security-advisories@githubhttps://github.com/tensorflow/tensorflow/commit/579261dcd446385831fe4f7457d802a59685121d
- security-advisories@githubhttps://github.com/tensorflow/tensorflow/commit/68422b215e618df5ad375bcdc6d2052e9fd3080a
- security-advisories@githubhttps://github.com/tensorflow/tensorflow/commit/da4aad5946be30e5f049920fa076e1f7ef021261
- security-advisories@githubhttps://github.com/tensorflow/tensorflow/commit/e7f497570abb6b4ae5af4970620cd880e4c0c904
- security-advisories@githubhttps://github.com/tensorflow/tensorflow/security/advisories/GHSA-pgcq-h79j-2f69
- af854a3a-2127-422b-91ae-364da2661108https://github.com/tensorflow/tensorflow/commit/4d74d8a00b07441cba090a02e0dd9ed385145bf4
- af854a3a-2127-422b-91ae-364da2661108https://github.com/tensorflow/tensorflow/commit/4dddb2fd0b01cdd196101afbba6518658a2c9e07
- af854a3a-2127-422b-91ae-364da2661108https://github.com/tensorflow/tensorflow/commit/579261dcd446385831fe4f7457d802a59685121d
- af854a3a-2127-422b-91ae-364da2661108https://github.com/tensorflow/tensorflow/commit/68422b215e618df5ad375bcdc6d2052e9fd3080a
- af854a3a-2127-422b-91ae-364da2661108https://github.com/tensorflow/tensorflow/commit/da4aad5946be30e5f049920fa076e1f7ef021261
- af854a3a-2127-422b-91ae-364da2661108https://github.com/tensorflow/tensorflow/commit/e7f497570abb6b4ae5af4970620cd880e4c0c904
- af854a3a-2127-422b-91ae-364da2661108https://github.com/tensorflow/tensorflow/security/advisories/GHSA-pgcq-h79j-2f69
Affected Packages
(3 across 1 ecosystem)
PyPI(3)
| Package | Vulnerable range | Fixed in | Dependents |
|---|---|---|---|
| tensorflow | 0.12.0 ... 2.6.0 (70 versions) | 2.6.1 | — |
| tensorflow-cpu | 1.15.0 ... 2.6.0 (22 versions) | 2.6.1 | — |
| tensorflow-gpu | 0.12.0 ... 2.6.0 (57 versions) | 2.6.1 | — |
Weakness Classification(1)
MITRE Common Weakness Enumeration — the root-cause categories this CVE belongs to.
Data Freshness Timeline
(refreshed 13× in last 7d / 51× in last 30d)
Each row is a source pipeline that fetched or updated this CVE on that date, with what changed. For example, "NVD update" means NVD published or revised its analysis for this CVE; "MITRE cvelistV5" means we ingested or refreshed it from the CNA feed. Most recent first.
Showing the most recent 100 of 102 total refreshes for this CVE.
- 2026-07-23 02:04 UTCEG score recompute
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Frequently asked(5)
What is CVE-2021-41206?
When was CVE-2021-41206 disclosed?
Is CVE-2021-41206 actively exploited?
What is the CVSS score of CVE-2021-41206?
How do I remediate CVE-2021-41206?
Dependency Blast Radius
See which npm, PyPI, Go, and Maven packages are affected by CVE-2021-41206
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