TensorFlow is an open source platform for machine learning. In affected versions the implementation of `tf.math.segment_*` operations results in a `CHECK`-fail related abort (and denial of service) if a segment id in `segment_ids` is large. This is similar to CVE-2021-29584 (and similar other reported vulnerabilities in TensorFlow, localized to specific APIs): the implementation (both on CPU and GPU) computes the output shape using `AddDim`. However, if the number of elements in the tensor overflows an `int64_t` value, `AddDim` results in a `CHECK` failure which provokes a `std::abort`. Instead, code should use `AddDimWithStatus`. The fix will be included in TensorFlow 2.7.0. We will also cherrypick this commit on TensorFlow 2.6.1, TensorFlow 2.5.2, and TensorFlow 2.4.4, as these are also affected and still in supported range.
References
Link | Resource |
---|---|
https://github.com/tensorflow/tensorflow/commit/e9c81c1e1a9cd8dd31f4e83676cab61b60658429 | Patch Third Party Advisory |
https://github.com/tensorflow/tensorflow/issues/46888 | Patch Third Party Advisory |
https://github.com/tensorflow/tensorflow/pull/51733 | Patch Third Party Advisory |
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-cq76-mxrc-vchh | Exploit Third Party Advisory |
https://github.com/tensorflow/tensorflow/commit/e9c81c1e1a9cd8dd31f4e83676cab61b60658429 | Patch Third Party Advisory |
https://github.com/tensorflow/tensorflow/issues/46888 | Patch Third Party Advisory |
https://github.com/tensorflow/tensorflow/pull/51733 | Patch Third Party Advisory |
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-cq76-mxrc-vchh | Exploit Third Party Advisory |
Configurations
Configuration 1 (hide)
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History
21 Nov 2024, 06:25
Type | Values Removed | Values Added |
---|---|---|
References | () https://github.com/tensorflow/tensorflow/commit/e9c81c1e1a9cd8dd31f4e83676cab61b60658429 - Patch, Third Party Advisory | |
References | () https://github.com/tensorflow/tensorflow/issues/46888 - Patch, Third Party Advisory | |
References | () https://github.com/tensorflow/tensorflow/pull/51733 - Patch, Third Party Advisory | |
References | () https://github.com/tensorflow/tensorflow/security/advisories/GHSA-cq76-mxrc-vchh - Exploit, Third Party Advisory |
Information
Published : 2021-11-05 20:15
Updated : 2024-11-21 06:25
NVD link : CVE-2021-41195
Mitre link : CVE-2021-41195
CVE.ORG link : CVE-2021-41195
JSON object : View
Products Affected
- tensorflow
CWE
CWE-190
Integer Overflow or Wraparound