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  <updated>2026-10-12T14:35:19.838090+00:00</updated>
  <author>
    <name>Vulnerability-Lookup</name>
    <email>csirt@opendfir.org</email>
  </author>
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  <entry>
    <id>https://cve.radiocsirt.org/vuln/cve-2021-29561</id>
    <title>CVE-2021-29561 — CHECK-fail in `LoadAndRemapMatrix`</title>
    <updated>2026-10-12T14:35:19.839954+00:00</updated>
    <content type="xhtml">
      <div xmlns="http://www.w3.org/1999/xhtml"><p><strong>Affected:</strong> tensorflow</p>
<p>TensorFlow is an end-to-end open source platform for machine learning. An attacker can cause a denial of service by exploiting a `CHECK`-failure coming from `tf.raw_ops.LoadAndRemapMatrix`. This is because the implementation(https://github.com/tensorflow/tensorflow/blob/d94227d43aa125ad8b54115c03cece54f6a1977b/tensorflow/core/kernels/ragged_tensor_to_tensor_op.cc#L219-L222) assumes that the `ckpt_path` is always a valid scalar. However, an attacker can send any other tensor as the first argument of `LoadAndRemapMatrix`. This would cause the rank `CHECK` in `scalar&lt;T&gt;()()` to trigger and terminate the process. The fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, as these are also affected and still in supported range.</p></div>
    </content>
    <link href="https://cve.radiocsirt.org/vuln/cve-2021-29561"/>
  </entry>
  <entry>
    <id>https://cve.radiocsirt.org/vuln/ghsa-gvm4-h8j3-rjrq</id>
    <title>GHSA-gvm4-h8j3-rjrq — CHECK-fail in `LoadAndRemapMatrix`</title>
    <updated>2026-10-12T14:35:19.840030+00:00</updated>
    <content type="xhtml">
      <div xmlns="http://www.w3.org/1999/xhtml"><p><strong>Affected:</strong> PyPI: tensorflow, PyPI: tensorflow-cpu, PyPI: tensorflow-gpu</p>
<p>### Impact
An attacker can cause a denial of service by exploiting a `CHECK`-failure coming from `tf.raw_ops.LoadAndRemapMatrix`:
    
```python
import tensorflow as tf</p>
<p>ckpt_path = tf.constant([], shape=[0], dtype=tf.string)
old_tensor_name = tf.constant("")
row_remapping = tf.constant([], shape=[0], dtype=tf.int64)
col_remapping = tf.constant([1], shape=[1], dtype=tf.int64)
initializing_values = tf.constant(1.0)</p>
<p>tf.raw_ops.LoadAndRemapMatrix(
    ckpt_path=ckpt_path, old_tensor_name=old_tensor_name,
    row_remapping=row_remapping, col_remapping=col_remapping,
    initializing_values=initializing_values, num_rows=0, num_cols=1)
```</p>
<p>This is because the [implementation](https://github.com/tensorflow/tensorflow/blob/d94227d43aa125ad8b54115c03cece54f6a1977b/tensorflow/core/kernels/ragged_tensor_to_tensor_op.cc#L219-L222) assumes that the `ckpt_path` is always a valid scalar.
  
```cc
const string&amp; ckpt_path = ckpt_path_t-&gt;scalar&lt;tstring&gt;()();
```</p>
<p>However, an attacker can send any other tensor as the first argument of `LoadAndRemapMatrix`. This would cause the rank `CHECK` in `scalar&lt;T&gt;()()` to trigger and terminate the process.</p>
<p>### Patches
We have patched the issue in GitHub commit [77dd114513d7796e1e2b8aece214a380af26fbf4](https://github.com/tensorflow/tensorflow/commit/77dd114513d7796e1e2b8aece214a380af26fbf4).</p>
<p>The fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, a…</p></div>
    </content>
    <link href="https://cve.radiocsirt.org/vuln/ghsa-gvm4-h8j3-rjrq"/>
  </entry>
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