CVE-2020-15208
Data corruption in tensorflow-lite
Severity by source
Trivy's own label is CRITICAL. Rated critical by NVD, Bitnami. Rated lower by GHSA (high).
Description
In tensorflow-lite before versions 1.15.4, 2.0.3, 2.1.2, 2.2.1 and 2.3.1, when determining the common dimension size of two tensors, TFLite uses a `DCHECK` which is no-op outside of debug compilation modes. Since the function always returns the dimension of the first tensor, malicious attackers can craft cases where this is larger than that of the second tensor. In turn, this would result in reads/writes outside of bounds since the interpreter will wrongly assume that there is enough data in both tensors. The issue is patched in commit 8ee24e7949a203d234489f9da2c5bf45a7d5157d, and is released in TensorFlow versions 1.15.4, 2.0.3, 2.1.2, 2.2.1, or 2.3.1.
Affected packages and fixed versions
| Source | Package | Fixed in |
|---|---|---|
| bitnami::Bitnami Vulnerability Database | tensorflow | 1.15.4, 2.0.3, 2.1.2, 2.2.1, 2.3.1 |
| pip::GitHub Security Advisory pip | tensorflow, tensorflow-cpu, tensorflow-gpu | 1.15.4, 2.0.3, 2.1.2, 2.2.1, 2.3.1 |
Show all 4 entries from 2 sources
| Source | Package | Fixed in |
|---|---|---|
| bitnami::Bitnami Vulnerability Database | tensorflow | 1.15.4, 2.0.3, 2.1.2, 2.2.1, 2.3.1 |
| pip::GitHub Security Advisory pip | tensorflow | 1.15.4, 2.0.3, 2.1.2, 2.2.1, 2.3.1 |
| pip::GitHub Security Advisory pip | tensorflow-cpu | 1.15.4, 2.0.3, 2.1.2, 2.2.1, 2.3.1 |
| pip::GitHub Security Advisory pip | tensorflow-gpu | 1.15.4, 2.0.3, 2.1.2, 2.2.1, 2.3.1 |
References
- http://lists.opensuse.org/opensuse-security-announce/2020-10/msg00065.html
- https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2020-288.yaml
- https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2020-323.yaml
- https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2020-131.yaml
- https://github.com/tensorflow/tensorflow
- https://github.com/tensorflow/tensorflow/commit/8ee24e7949a203d234489f9da2c5bf45a7d5157d
- https://github.com/tensorflow/tensorflow/releases/tag/v2.3.1
- https://github.com/tensorflow/tensorflow/security/advisories/GHSA-mxjj-953w-2c2v