Reference binding to nullptr in shape inference
High7.8CVE-2021-37676 · Published Aug 25, 2021 · updated Jul 8, 2026
Affected versions
| Package | Affected | Fixed in |
|---|---|---|
| tensorflow PyPI | < 2.3.4 | 2.3.4 |
| >= 2.4.0, < 2.4.3 | 2.4.3 | |
| >= 2.5.0, < 2.5.1 | 2.5.1 |
Details and references
### Impact An attacker can cause undefined behavior via binding a reference to null pointer in `tf.raw_ops.SparseFillEmptyRows`: ```python import tensorflow as tf tf.compat.v1.disable_v2_behavior() tf.raw_ops.SparseFillEmptyRows( indices = tf.constant([], shape=[0, 0], dtype=tf.int64), values = tf.constant([], shape=[0], dtype=tf.int64), dense_shape = tf.constant([], shape=[0], dtype=tf.int64), default_value = 0) ``` The shape inference [implementation](https://github.com/tensorflow/tensorflow/blob/460e000de3a83278fb00b61a16d161b1964f15f4/tensorflow/core/ops/sparse_ops.cc#L608-L634) does not validate that the input arguments are not empty tensors. ### Patches We have patched the issue in GitHub commit [578e634b4f1c1c684d4b4294f9e5281b2133b3ed](https://github.com/tensorflow/tensorflow/commit/578e634b4f1c1c684d4b4294f9e5281b2133b3ed). 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. ### For more information Please consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions. ### Attribution This vulnerability has been reported by Yakun Zhang of Baidu Security
- CVSS 3.1
- CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H
- Severity from
- GitHub (reviewed advisory)
- Weakness
- CWE-824
- Also known as
- BIT-tensorflow-2021-37676, CVE-2021-37676, PYSEC-2021-298, PYSEC-2021-589, PYSEC-2021-787
- github.com/tensorflow/tensorflow/security/advisories/GHSA-v768-w7m9-2vmm
- nvd.nist.gov/vuln/detail/CVE-2021-37676
- github.com/tensorflow/tensorflow/commit/578e634b4f1c1c684d4b4294f9e5281b2133b3ed
- github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-589.yaml
- github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-787.yaml
- github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-298.yaml
- github.com/tensorflow/tensorflow
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|---|---|---|---|
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| Aug 252021 | FPE in LSH in TFLite CVE-2021-37691Medium5.5fixed in 2.3.4, 2.4.3, 2.5.1 | Medium5.5 | 2.3.4, 2.4.3, 2.5.1 |
| Aug 252021 | Use after free and segfault in shape inference functions CVE-2021-37690Medium6.6fixed in 2.3.4, 2.4.3, 2.5.1 | Medium6.6 | 2.3.4, 2.4.3, 2.5.1 |
| Aug 252021 | Null pointer dereference in TFLite MLIR optimizations CVE-2021-37689High7.8fixed in 2.3.4, 2.4.3, 2.5.1 | High7.8 | 2.3.4, 2.4.3, 2.5.1 |
| Aug 252021 | Null pointer dereference in TFLite CVE-2021-37688High7.8fixed in 2.3.4, 2.4.3, 2.5.1 | High7.8 | 2.3.4, 2.4.3, 2.5.1 |
| Aug 252021 | Infinite loop in TFLite CVE-2021-37686Medium5.5fixed in 2.6.0rc2 | Medium5.5 | 2.6.0rc2 |