TensorFlow is an end-to-end open source platform for machine learning. In affected versions an attacker can cause denial of service in applications serving models using `tf.raw_ops.NonMaxSuppressionV5` by triggering a division by 0. The [implementation](https://github.com/tensorflow/tensorflow/blob/460e000de3a83278fb00b61a16d161b1964f15f4/tensorflow/core/kernels/image/non_max_suppression_op.cc#L170-L271) uses a user controlled argument to resize a `std::vector`. However, as `std::vector::resize` takes the size argument as a `size_t` and `output_size` is an `int`, there is an implicit conversion to unsigned. If the attacker supplies a negative value, this conversion results in a crash. A similar issue occurs in `CombinedNonMaxSuppression`. We have patched the issue in GitHub commit 3a7362750d5c372420aa8f0caf7bf5b5c3d0f52d and commit [b5cdbf12ffcaaffecf98f22a6be5a64bb96e4f58. 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: 5.5
- CVSS 3.1 Vector: (CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H)
Covered by Rapid7
| Product | Vendor Advisory | Solution File | Added | Published |
|---|---|---|---|---|
| Suse | — | Upgrade tensorflow2_2_6_0-gnu-openmpi2-hpc-docUpgrade libtensorflow_cc2-gnu-hpcUpgrade libtensorflow_framework2-gnu-openmpi2-hpcUpgrade tensorflow2-develUpgrade tensorflow2_2_6_0-gnu-hpc-docUpgrade libiomp5-gnu-hpcUpgrade tensorflow2Upgrade libtensorflow2Upgrade tensorflow2-docUpgrade tensorflow2-gnu-hpcUpgrade tensorflow2-liteUpgrade bazel3.7Upgrade libiomp5-gnu-openmpi2-hpcUpgrade libtensorflow_cc2-gnu-openmpi2-hpcUpgrade tensorflow2-gnu-openmpi2-hpcUpgrade libiomp5Upgrade libtensorflow2-gnu-openmpi2-hpcUpgrade libtensorflow_cc2Upgrade tensorflow2_2_6_0-gnu-openmpi2-hpcUpgrade libtensorflow_framework2-gnu-hpcUpgrade tensorflow2_2_6_0-gnu-hpcUpgrade bazel-skylib1.0.3-sourceUpgrade libtensorflow2-gnu-hpcUpgrade tensorflow2-lite-develUpgrade tensorflow2_2_6_0-gnu-openmpi2-hpc-develUpgrade libtensorflow_framework2Upgrade tensorflow2_2_6_0-gnu-hpc-devel | Oct 26, 2022 | Aug 12, 2021 |
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