CVE-2020-26270

Published: Dic 10, 2020 Last Modified: Nov 21, 2024 EU-VD ID: EUVD-2020-0217 Aliases: GHSA-m648-33qf-v3gp, PYSEC-2020-301
ExploitDB:
Other exploit source:
Google Dorks:
MEDIUM 4,4
Source: [email protected]
Attack Vector: local
Attack Complexity: low
Privileges Required: low
User Interaction: none
Scope: unchanged
Confidentiality: none
Integrity: low
Availability: low
LOW 2,1
Source: [email protected]
Access Vector: local
Access Complexity: low
Authentication: none
Confidentiality: none
Integrity: none
Availability: partial

Description

AI Translation Available

In affected versions of TensorFlow running an LSTM/GRU model where the LSTM/GRU layer receives an input with zero-length results in a CHECK failure when using the CUDA backend. This can result in a query-of-death vulnerability, via denial of service, if users can control the input to the layer. This is fixed in versions 1.15.5, 2.0.4, 2.1.3, 2.2.2, 2.3.2, and 2.4.0.

EPSS (Exploit Prediction Scoring System)

Trend Analysis

EPSS (Exploit Prediction Scoring System)

Prevede la probabilità di sfruttamento basata su intelligence sulle minacce e sulle caratteristiche della vulnerabilità.

EPSS Score
0,0002
Percentile
0,0th
Updated

EPSS Score Trend (Last 90 Days)

20

Improper Input Validation

Stable
Abstraction: Class Structure: Simple
Common Consequences
Security Scopes Affected:
Availability Confidentiality Integrity
Potential Impacts:
Dos: Crash, Exit, Or Restart Dos: Resource Consumption (Cpu) Dos: Resource Consumption (Memory) Read Memory Read Files Or Directories Modify Memory Execute Unauthorized Code Or Commands
Applicable Platforms
All platforms may be affected
Likelihood of Exploit: High
View CWE Details
Application

Tensorflow by Google

Product Information
Vendor Google
Product Tensorflow
Version Range Affected
From 2.1.0 (inclusive)
To 2.1.3 (exclusive)
cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*
Common Platform Enumeration - Standardized vulnerability identification
Application

Tensorflow by Google

Product Information
Vendor Google
Product Tensorflow
Version Range Affected
From 2.2.0 (inclusive)
To 2.2.2 (exclusive)
cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*
Common Platform Enumeration - Standardized vulnerability identification
Application

Tensorflow by Google

Product Information
Vendor Google
Product Tensorflow
Version Range Affected
From 2.0.0 (inclusive)
To 2.0.4 (exclusive)
cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*
Common Platform Enumeration - Standardized vulnerability identification
Application

Tensorflow by Google

Product Information
Vendor Google
Product Tensorflow
Version Range Affected
To 1.15.5 (exclusive)
cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*
Common Platform Enumeration - Standardized vulnerability identification
Application

Tensorflow by Google

Product Information
Vendor Google
Product Tensorflow
Version Range Affected
From 2.3.0 (inclusive)
To 2.3.2 (exclusive)
cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*
Common Platform Enumeration - Standardized vulnerability identification
https://github.com/tensorflow/tensorflow/commit/14755416e36…
Patch Third Party Advisory
https://github.com/tensorflow/tensorflow/commit/14755416e364f17fb1870882fa778c7…
https://github.com/tensorflow/tensorflow/security/advisorie…
Patch Third Party Advisory
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-m648-33qf-v3gp
https://github.com/tensorflow/tensorflow/commit/14755416e36…
Patch Third Party Advisory
https://github.com/tensorflow/tensorflow/commit/14755416e364f17fb1870882fa778c7…
https://github.com/tensorflow/tensorflow/security/advisorie…
Patch Third Party Advisory
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-m648-33qf-v3gp