CVE-2022-35940
published 2022-09-16CVE-2022-35940: TensorFlow is an open source platform for machine learning. The `RaggedRangOp` function takes an argument `limits` that is eventually used to construct a…
PriorityP337high7.5CVSS 3.1
AVNACLPRNUINSUCNINAH
EPSS
0.57%
43.2th percentile
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.
Affected
11 ranges
| Vendor | Product | Version range | Fixed in |
|---|---|---|---|
| debian | tensorflow | — | — |
| tensorflow | — | — | |
| tensorflow | >= 2.7.0 < 2.7.2 | 2.7.2 | |
| tensorflow | >= 2.8.0 < 2.8.1 | 2.8.1 | |
| tensorflow | >= 2.9.0 < 2.9.1 | 2.9.1 | |
| intel | optimization_for_tensorflow | >= 0 < 2.7.2 | 2.7.2 |
| intel | optimization_for_tensorflow | >= 2.8.0 < 2.8.1 | 2.8.1 |
| intel | optimization_for_tensorflow | >= 2.9.0 < 2.9.1 | 2.9.1 |
| tensorflow | tensorflow | < 2.7.2 | 2.7.2 |
| tensorflow | tensorflow | — | — |
| tensorflow | tensorflow | — | — |
CVSS provenance
nvdv3.17.5HIGHCVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H
vendor_oracle7.1HIGH
vendor_debian5.9LOW
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Oracle
Oracle Oracle Fusion Middleware Risk Matrix: SSL Module (Apache Portable Runtime) — CVE-2021-35940
vendor_oracle·2022-07-15·CVSS 7.1
CVE-2021-35940 [HIGH] Oracle Oracle Fusion Middleware Risk Matrix: SSL Module (Apache Portable Runtime) — CVE-2021-35940
Oracle Oracle Fusion Middleware Risk Matrix: SSL Module (Apache Portable Runtime) vulnerability
CVE: CVE-2021-35940
CVSS: 7.1
Protocol: None
Remote exploit: No
Affected versions: Local
Advisory: cpujul2022 (JUL 2022)
Debian
CVE-2022-35940: tensorflow - TensorFlow is an open source platform for machine learning. The `RaggedRangOp` f...
vendor_debian·2022·CVSS 5.9
CVE-2022-35940 [MEDIUM] CVE-2022-35940: tensorflow - TensorFlow is an open source platform for machine learning. The `RaggedRangOp` f...
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.
Scope: local
forky: resolved
sid: resolved
OSV
TensorFlow vulnerable to Int overflow in `RaggedRangeOp`
osv·2022-09-16
CVE-2022-35940 [MEDIUM] TensorFlow vulnerable to Int overflow in `RaggedRangeOp`
TensorFlow vulnerable to Int overflow in `RaggedRangeOp`
### Impact
The [`RaggedRangOp`](https://github.com/tensorflow/tensorflow/blob/0b6b491d21d6a4eb5fbab1cca565bc1e94ca9543/tensorflow/core/kernels/ragged_range_op.cc#L74-L88) 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.
```python
import tensorflow as tf
tf.raw_ops.RaggedRange(starts=[1.1,0.1],limits=[10.0,1e20],deltas=[1,1])
```
### Patches
We have patched the issue in GitHub commit [37cefa91bee4eace55715eeef43720b958a01192](https://github.com/tensorflow/tensorflow/commit/37cefa91bee4eace55715eeef43720b958a
GHSA
TensorFlow vulnerable to Int overflow in `RaggedRangeOp`
ghsa·2022-09-16
CVE-2022-35940 [MEDIUM] CWE-190 TensorFlow vulnerable to Int overflow in `RaggedRangeOp`
TensorFlow vulnerable to Int overflow in `RaggedRangeOp`
### Impact
The [`RaggedRangOp`](https://github.com/tensorflow/tensorflow/blob/0b6b491d21d6a4eb5fbab1cca565bc1e94ca9543/tensorflow/core/kernels/ragged_range_op.cc#L74-L88) 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.
```python
import tensorflow as tf
tf.raw_ops.RaggedRange(starts=[1.1,0.1],limits=[10.0,1e20],deltas=[1,1])
```
### Patches
We have patched the issue in GitHub commit [37cefa91bee4eace55715eeef43720b958a01192](https://github.com/tensorflow/tensorflow/commit/37cefa91bee4eace55715eeef43720b958a
No detection rules found.
No public exploits indexed.
No writeups or analysis indexed.
https://github.com/tensorflow/tensorflow/blob/0b6b491d21d6a4eb5fbab1cca565bc1e94ca9543/tensorflow/core/kernels/ragged_range_op.cc#L74-L88https://github.com/tensorflow/tensorflow/commit/37cefa91bee4eace55715eeef43720b958a01192https://github.com/tensorflow/tensorflow/security/advisories/GHSA-x989-q2pq-4q5xhttps://github.com/tensorflow/tensorflow/blob/0b6b491d21d6a4eb5fbab1cca565bc1e94ca9543/tensorflow/core/kernels/ragged_range_op.cc#L74-L88https://github.com/tensorflow/tensorflow/commit/37cefa91bee4eace55715eeef43720b958a01192https://github.com/tensorflow/tensorflow/security/advisories/GHSA-x989-q2pq-4q5x
2022-09-16
Published