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CVE-2020-15205

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CVE-2020-15205

Published: Sep 25, 2020

Modified: Aug 4, 2024

PUBLISHED

CVSS v3.1

9.0

CRITICAL

Description

In Tensorflow before versions 1.15.4, 2.0.3, 2.1.2, 2.2.1 and 2.3.1, the `data_splits` argument of `tf.raw_ops.StringNGrams` lacks validation. This allows a user to pass values that can cause heap overflow errors and even leak contents of memory In the linked code snippet, all the binary strings after `ee ff` are contents from the memory stack. Since these can contain return addresses, this data leak can be used to defeat ASLR. The issue is patched in commit 0462de5b544ed4731aa2fb23946ac22c01856b80, and is released in TensorFlow versions 1.15.4, 2.0.3, 2.1.2, 2.2.1, or 2.3.1.

VendorProductVersions

tensorflow

tensorflow

affected
< 1.15.4
affected
>= 2.0.0, < 2.0.3
affected
>= 2.1.0, < 2.1.2
affected
>= 2.2.0, < 2.2.1
affected
>= 2.3.0, < 2.3.1

Weaknesses (CWE)

CVSS v3.1 Details

CVSS v3.1 Vector

CVSS:3.1/AV:N/AC:H/PR:N/UI:N/S:C/C:H/I:H/A:H

Attack Vector

Network

Attack Complexity

High

Privileges Required

None

User Interaction

None

Scope

Changed

Confidentiality

High

Integrity

High

Availability

High

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