VDB
CVE-2022-35940
CVE-2022-35940
PUBLISHED
CVSS 7.5 HIGH
TensorFlow is an open source platform for machine learning. The `RaggedRangOp` function takes an argument `limits` that is eventually used to construct a `TensorShape` as an `int64`. If `limits` is a very large float, it can overflow when converted to an `int64`. This triggers an `InvalidArgument` but also throws an abort signal that crashes the program. We have patched the issue in GitHub commit 37cefa91bee4eace55715eeef43720b958a01192. The fix will be included in TensorFlow 2.10.0. We will also cherrypick this commit on TensorFlow 2.9.1, TensorFlow 2.8.1, and TensorFlow 2.7.2, as these are also affected and still in supported range. There are no known workarounds for this issue.
EPSS 0.70% · 51.7th percentile
Risk Scores
CVSS 3.1
7.5
CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H
EPSS Score
0.70%
51.7th percentile
Affected Products
| Vendor | Product | Versions |
|---|---|---|
| Bitnami | tensorflow | 2.7.0, 2.8.0, 2.9.0 |
| Bitnami | tensorflow | 2.8.0, 2.9.0, 2.7.0 |
Timeline
- Sep 16, 2022 CVE Published
- Sep 17, 2022 EPSS Score
- Nov 1, 2022 EPSS Score
- Dec 17, 2022 EPSS Score
- Jan 31, 2023 EPSS Score
- Mar 7, 2023 EPSS Score
- Mar 18, 2023 EPSS Score
- May 2, 2023 EPSS Score
- Jun 16, 2023 EPSS Score
- Aug 1, 2023 EPSS Score
- Sep 15, 2023 EPSS Score
- Oct 30, 2023 EPSS Score
References
- https://github.com/tensorflow/tensorflow/blob/0b6b491d21d6a4eb5fbab1cca565bc1e94ca9543/tensorflow/core/kernels/ragged_range_op.cc#L74-L88 url
- https://github.com/tensorflow/tensorflow/commit/37cefa91bee4eace55715eeef43720b958a01192 url
- https://github.com/tensorflow/tensorflow/security/advisories/GHSA-x989-q2pq-4q5x url
- https://nvd.nist.gov/vuln/detail/CVE-2022-35940 url