TensorFlow is an end-to-end open source platform for machine learning. In affected versions an attacker can cause undefined behavior via binding a reference to null pointer in `tf.raw_ops.SparseFillEmptyRows`. The shape inference [implementation](https://github.com/tensorflow/tensorflow/blob/460e000de3a83278fb00b61a16d161b1964f15f4/tensorflow/core/ops/sparse_ops.cc#L608-L634) does not validate that the input arguments are not empty tensors. We have patched the issue in GitHub commit 578e634b4f1c1c684d4b4294f9e5281b2133b3ed. The fix will be included in TensorFlow 2.6.0. We will also cherrypick this commit on TensorFlow 2.5.1, TensorFlow 2.4.3, and TensorFlow 2.3.4, as these are also affected and still in supported range.
CVSS Details
- CVSS 3.1 Base Score: 7.8
- CVSS 3.1 Vector: (CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H)
Covered by Rapid7
| Product | Vendor Advisory | Solution File | Added | Published |
|---|---|---|---|---|
| Suse | — | Upgrade libtensorflow2-gnu-hpcUpgrade libtensorflow2-gnu-openmpi2-hpcUpgrade libiomp5-gnu-openmpi2-hpcUpgrade tensorflow2-develUpgrade tensorflow2_2_6_0-gnu-hpc-develUpgrade libtensorflow_cc2-gnu-hpcUpgrade tensorflow2_2_6_0-gnu-hpcUpgrade tensorflow2-lite-develUpgrade tensorflow2_2_6_0-gnu-openmpi2-hpc-develUpgrade libtensorflow_cc2Upgrade tensorflow2_2_6_0-gnu-hpc-docUpgrade bazel3.7Upgrade libtensorflow_cc2-gnu-openmpi2-hpcUpgrade bazel-skylib1.0.3-sourceUpgrade tensorflow2Upgrade tensorflow2_2_6_0-gnu-openmpi2-hpc-docUpgrade tensorflow2-gnu-openmpi2-hpcUpgrade tensorflow2-docUpgrade tensorflow2-liteUpgrade libtensorflow_framework2Upgrade libiomp5-gnu-hpcUpgrade libtensorflow2Upgrade libtensorflow_framework2-gnu-openmpi2-hpcUpgrade libtensorflow_framework2-gnu-hpcUpgrade tensorflow2-gnu-hpcUpgrade libiomp5Upgrade tensorflow2_2_6_0-gnu-openmpi2-hpc | Oct 26, 2022 | Aug 12, 2021 |
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