Integer overflow in Tensorflow
Published Feb 4, 2022
9.8
CRITICALCVSS 3.1
EPSS 0.90%
Description
Tensorflow is an Open Source Machine Learning Framework. Under certain scenarios, Grappler component of TensorFlow is vulnerable to an integer overflow during cost estimation for crop and resize. Since the cropping parameters are user controlled, a malicious person can trigger undefined behavior. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.
Affected products
-
Affected
- < 2.5.3
- ≥ 2.6.0, < 2.6.3
- ≥ 2.7.0, < 2.7.1
Default status is the baseline for the product. Each version can override it (patched versions can be marked unaffected).
| Vendor | Product | Default status | Versions |
|---|---|---|---|
| TensorFlow | TensorFlow | unknown | Affected
|
- ≤ 2.5.2
- ≥ 2.6.0 · ≤ 2.6.2
- 2.7.0
No data.
No Red Hat product state for this CVE.
No package ranges for this CVE.
Remediation
No remediation recorded yet.
References (8)
- https://euvd.enisa.europa.eu/vulnerability/EUVD-2022-0335 Advisory
- https://github.com/advisories/GHSA-8jj7-5vxc-pg2q Advisory
- https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-96.yaml
- https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-151.yaml
- https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/grappler/costs/op_level_cost_estimator.cc#L2621-L2689 x_refsource_MISCExploitThird Party Advisory
- https://github.com/tensorflow/tensorflow/commit/0aaaae6eca5a7175a193696383f582f53adab23f x_refsource_MISCPatchThird Party Advisory
- https://github.com/tensorflow/tensorflow/security/advisories/GHSA-8jj7-5vxc-pg2q x_refsource_CONFIRMPatchThird Party Advisory
- https://nvd.nist.gov/vuln/detail/CVE-2022-23587
| Link | Providers | Tags |
|---|---|---|
| https://euvd.enisa.europa.eu/vulnerability/EUVD-2022-0335 | Advisory | |
| https://github.com/advisories/GHSA-8jj7-5vxc-pg2q | Advisory | |
| https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-96.yaml | ||
| https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-151.yaml | ||
| https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/grappler/costs/op_level_cost_estimator.cc#L2621-L2689 | x_refsource_MISCExploitThird Party Advisory | |
| https://github.com/tensorflow/tensorflow/commit/0aaaae6eca5a7175a193696383f582f53adab23f | x_refsource_MISCPatchThird Party Advisory | |
| https://github.com/tensorflow/tensorflow/security/advisories/GHSA-8jj7-5vxc-pg2q | x_refsource_CONFIRMPatchThird Party Advisory | |
| https://nvd.nist.gov/vuln/detail/CVE-2022-23587 |
Change history (0)
No recorded changes yet.
CVE.org / MITRE
CISA Vulnrichment
Red Hat
No data
GitHub