CVE-2022-23587
Integer overflow in TensorFlow
Einstufung nach Quelle
Trivys eigenes Label ist CRITICAL. Kritisch laut NVD, Bitnami. Niedriger laut GHSA (hoch).
Beschreibung
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.
Betroffene Pakete und behobene Versionen
| Quelle | Paket | Behoben in |
|---|---|---|
| bitnami::Bitnami Vulnerability Database | tensorflow | 2.5.3, 2.6.3, 2.7.1 |
| pip::GitHub Security Advisory pip | tensorflow, tensorflow-cpu, tensorflow-gpu | 2.5.3, 2.6.3, 2.7.1 |
Alle 4 Einträge aus 2 Quellen zeigen
| Quelle | Paket | Behoben in |
|---|---|---|
| bitnami::Bitnami Vulnerability Database | tensorflow | 2.5.3, 2.6.3, 2.7.1 |
| pip::GitHub Security Advisory pip | tensorflow | 2.5.3, 2.6.3, 2.7.1 |
| pip::GitHub Security Advisory pip | tensorflow-cpu | 2.5.3, 2.6.3, 2.7.1 |
| pip::GitHub Security Advisory pip | tensorflow-gpu | 2.5.3, 2.6.3, 2.7.1 |
Referenzen
- 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
- https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/grappler/costs/op_level_cost_estimator.cc#L2621-L2689
- https://github.com/tensorflow/tensorflow/commit/0aaaae6eca5a7175a193696383f582f53adab23f
- https://github.com/tensorflow/tensorflow/security/advisories/GHSA-8jj7-5vxc-pg2q
- https://nvd.nist.gov/vuln/detail/CVE-2022-23587