TensorFlow is an end-to-end open source platform for machine learning. In affected versions the implementation of sparse reduction operations in TensorFlow can trigger accesses outside of bounds of heap allocated data. The [implementation](https://github.com/tensorflow/tensorflow/blob/a1bc56203f21a5a4995311825ffaba7a670d7747/tensorflow/core/kernels/sparse_reduce_op.cc#L217-L228) fails to validate that each reduction group does not overflow and that each corresponding index does not point to outside the bounds of the input tensor. We have patched the issue in GitHub commit 87158f43f05f2720a374f3e6d22a7aaa3a33f750. 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: 7.3
- CVSS 3.1 Vector: (CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:H/I:N/A:H)
Covered by Rapid7
| Product | Vendor Advisory | Solution File | Added | Published |
|---|---|---|---|---|
| Suse | — | Upgrade libtensorflow_cc2Upgrade tensorflow2-liteUpgrade tensorflow2_2_6_0-gnu-openmpi2-hpc-docUpgrade libiomp5-gnu-hpcUpgrade tensorflow2-gnu-hpcUpgrade tensorflow2-develUpgrade tensorflow2Upgrade libtensorflow2Upgrade libiomp5-gnu-openmpi2-hpcUpgrade libtensorflow_cc2-gnu-hpcUpgrade bazel3.7Upgrade tensorflow2_2_6_0-gnu-hpc-docUpgrade tensorflow2_2_6_0-gnu-openmpi2-hpc-develUpgrade libtensorflow2-gnu-hpcUpgrade tensorflow2_2_6_0-gnu-hpc-develUpgrade tensorflow2-lite-develUpgrade tensorflow2-docUpgrade tensorflow2_2_6_0-gnu-hpcUpgrade bazel-skylib1.0.3-sourceUpgrade libtensorflow2-gnu-openmpi2-hpcUpgrade libiomp5Upgrade libtensorflow_framework2-gnu-hpcUpgrade libtensorflow_framework2Upgrade libtensorflow_cc2-gnu-openmpi2-hpcUpgrade tensorflow2-gnu-openmpi2-hpcUpgrade tensorflow2_2_6_0-gnu-openmpi2-hpcUpgrade libtensorflow_framework2-gnu-openmpi2-hpc | Oct 26, 2022 | Aug 12, 2021 |
Prioritise with Active Threat Intelligence
With curated Threat Intelligence, you can see which vulnerabilities truly put you at risk, prioritize what matters most, and act before attackers do.
Explore Intelligence Hub