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.
CVSS Details
- CVSS 3.1 Base Score: 4.4
- CVSS 3.1 Vector: (CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:L/I:N/A:N)
Covered by Rapid7
| Product | Vendor Advisory | Solution File | Added | Published |
|---|---|---|---|---|
| Arch Linux | — | Upgrade to the latest version of Arch Linux | Jul 11, 2025 | Dec 10, 2020 |
| Suse | — | Upgrade tensorflow2_2_6_0-gnu-openmpi2-hpcUpgrade libtensorflow2Upgrade libtensorflow_cc2-gnu-hpcUpgrade libiomp5-gnu-openmpi2-hpcUpgrade libtensorflow_framework2-gnu-hpcUpgrade tensorflow2_2_6_0-gnu-hpc-develUpgrade libtensorflow2-gnu-hpcUpgrade libtensorflow_cc2Upgrade tensorflow2-gnu-hpcUpgrade libiomp5-gnu-hpcUpgrade tensorflow2-develUpgrade tensorflow2-liteUpgrade tensorflow2-gnu-openmpi2-hpcUpgrade libtensorflow_framework2Upgrade tensorflow2_2_6_0-gnu-hpc-docUpgrade libtensorflow_cc2-gnu-openmpi2-hpcUpgrade tensorflow2-lite-develUpgrade libtensorflow2-gnu-openmpi2-hpcUpgrade tensorflow2Upgrade libtensorflow_framework2-gnu-openmpi2-hpcUpgrade bazel-skylib1.0.3-sourceUpgrade tensorflow2-docUpgrade tensorflow2_2_6_0-gnu-openmpi2-hpc-develUpgrade bazel3.7Upgrade tensorflow2_2_6_0-gnu-hpcUpgrade tensorflow2_2_6_0-gnu-openmpi2-hpc-docUpgrade libiomp5 | Aug 9, 2024 | Dec 10, 2020 |
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