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.
References
Link | Resource |
---|---|
https://github.com/tensorflow/tensorflow/blob/0b6b491d21d6a4eb5fbab1cca565bc1e94ca9543/tensorflow/core/kernels/ragged_range_op.cc#L74-L88 | Third Party Advisory |
https://github.com/tensorflow/tensorflow/commit/37cefa91bee4eace55715eeef43720b958a01192 | Patch Third Party Advisory |
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-x989-q2pq-4q5x | Patch Third Party Advisory |
https://github.com/tensorflow/tensorflow/blob/0b6b491d21d6a4eb5fbab1cca565bc1e94ca9543/tensorflow/core/kernels/ragged_range_op.cc#L74-L88 | Third Party Advisory |
https://github.com/tensorflow/tensorflow/commit/37cefa91bee4eace55715eeef43720b958a01192 | Patch Third Party Advisory |
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-x989-q2pq-4q5x | Patch Third Party Advisory |
Configurations
Configuration 1 (hide)
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History
21 Nov 2024, 07:12
Type | Values Removed | Values Added |
---|---|---|
CVSS |
v2 : v3 : |
v2 : unknown
v3 : 5.9 |
References | () https://github.com/tensorflow/tensorflow/blob/0b6b491d21d6a4eb5fbab1cca565bc1e94ca9543/tensorflow/core/kernels/ragged_range_op.cc#L74-L88 - Third Party Advisory | |
References | () https://github.com/tensorflow/tensorflow/commit/37cefa91bee4eace55715eeef43720b958a01192 - Patch, Third Party Advisory | |
References | () https://github.com/tensorflow/tensorflow/security/advisories/GHSA-x989-q2pq-4q5x - Patch, Third Party Advisory |
Information
Published : 2022-09-16 20:15
Updated : 2024-11-21 07:12
NVD link : CVE-2022-35940
Mitre link : CVE-2022-35940
CVE.ORG link : CVE-2022-35940
JSON object : View
Products Affected
- tensorflow
CWE
CWE-190
Integer Overflow or Wraparound