CVEvulnerability
CVE-2020-26271
3.3 LOW
Official page ↗
- Status
- Modified
- Published
- 2020-12-10
- Last modified
- 2026-06-17
- Assigner
- [email protected]
- CVSS 3.1 ([email protected])
- 4.4 MEDIUM — CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:L/A:L
- CVSS 3.1 ([email protected])
- 3.3 LOW — CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:L/I:N/A:N
- CVSS 2.0 ([email protected])
- 2.1 LOW — AV:L/AC:L/Au:N/C:P/I:N/A:N
- Weaknesses
- CWE-125, CWE-908
Description
In affected versions of TensorFlow under certain cases, loading a saved model can result in accessing uninitialized memory while building the computation graph. The MakeEdge function creates an edge between one output tensor of the src node (given by output_index) and the input slot of the dst node (given by input_index). This is only possible if the types of the tensors on both sides coincide, so the function begins by obtaining the corresponding DataType values and comparing these for equality. However, there is no check that the indices point to inside of the arrays they index into. Thus, this can result in accessing data out of bounds of the corresponding heap allocated arrays. In most scenarios, this can manifest as unitialized data access, but if the index points far away from the boundaries of the arrays this can be used to leak addresses from the library. This is fixed in versions 1.15.5, 2.0.4, 2.1.3, 2.2.2, 2.3.2, and 2.4.0.
Affected configurations
• google tensorflow (< 1.15.5)
• google tensorflow (>= 2.0.0 < 2.0.4)
• google tensorflow (>= 2.1.0 < 2.1.3)
• google tensorflow (>= 2.2.0 < 2.2.2)
• google tensorflow (>= 2.3.0 < 2.3.2)
Related
References
- https://github.com/tensorflow/tensorflow/commit/0cc38aaa4064fd9e79101994ce9872c6d91f816b Patch, Third Party Advisory
- https://github.com/tensorflow/tensorflow/security/advisories/GHSA-q263-fvxm-m5mw Exploit, Patch, Third Party Advisory
- https://github.com/tensorflow/tensorflow/commit/0cc38aaa4064fd9e79101994ce9872c6d91f816b Patch, Third Party Advisory
- https://github.com/tensorflow/tensorflow/security/advisories/GHSA-q263-fvxm-m5mw Exploit, Patch, Third Party Advisory