CVE-2020-15202
TensorFlow Shard API Integer Truncation Vulnerability
Description
In Tensorflow before versions 1.15.4, 2.0.3, 2.1.2, 2.2.1 and 2.3.1, the `Shard` API in TensorFlow expects the last argument to be a function taking two `int64` (i.e., `long long`) arguments. However, there are several places in TensorFlow where a lambda taking `int` or `int32` arguments is being used. In these cases, if the amount of work to be parallelized is large enough, integer truncation occurs. Depending on how the two arguments of the lambda are used, this can result in segfaults, read/write outside of heap allocated arrays, stack overflows, or data corruption. The issue is patched in commits 27b417360cbd671ef55915e4bb6bb06af8b8a832 and ca8c013b5e97b1373b3bb1c97ea655e69f31a575, and is released in TensorFlow versions 1.15.4, 2.0.3, 2.1.2, 2.2.1, or 2.3.1.
INFO
Published Date :
Sept. 25, 2020, 7:15 p.m.
Last Modified :
Nov. 18, 2021, 5:26 p.m.
Source :
[email protected]
Remotely Exploitable :
Yes !
Impact Score :
6.0
Exploitability Score :
2.2
References to Advisories, Solutions, and Tools
Here, you will find a curated list of external links that provide in-depth
information, practical solutions, and valuable tools related to
CVE-2020-15202.
| URL | Resource |
|---|---|
| http://lists.opensuse.org/opensuse-security-announce/2020-10/msg00065.html | Mailing List Third Party Advisory |
| https://github.com/tensorflow/tensorflow/commit/27b417360cbd671ef55915e4bb6bb06af8b8a832 | Patch Third Party Advisory |
| https://github.com/tensorflow/tensorflow/commit/ca8c013b5e97b1373b3bb1c97ea655e69f31a575 | Patch Third Party Advisory |
| https://github.com/tensorflow/tensorflow/releases/tag/v2.3.1 | Third Party Advisory |
| https://github.com/tensorflow/tensorflow/security/advisories/GHSA-h6fg-mjxg-hqq4 | Exploit Third Party Advisory |
We scan GitHub repositories to detect new proof-of-concept exploits. Following list is a collection of public exploits and proof-of-concepts, which have been published on GitHub (sorted by the most recently updated).
Results are limited to the first 15 repositories due to potential performance issues.
The following list is the news that have been mention
CVE-2020-15202 vulnerability anywhere in the article.
The following table lists the changes that have been made to the
CVE-2020-15202 vulnerability over time.
Vulnerability history details can be useful for understanding the evolution of a vulnerability, and for identifying the most recent changes that may impact the vulnerability's severity, exploitability, or other characteristics.
-
CVE Modified by [email protected]
May. 14, 2024
Action Type Old Value New Value -
Reanalysis by [email protected]
Nov. 18, 2021
Action Type Old Value New Value Added CWE NIST NVD-CWE-Other -
Modified Analysis by [email protected]
Sep. 16, 2021
Action Type Old Value New Value Changed Reference Type http://lists.opensuse.org/opensuse-security-announce/2020-10/msg00065.html No Types Assigned http://lists.opensuse.org/opensuse-security-announce/2020-10/msg00065.html Mailing List, Third Party Advisory Added CPE Configuration OR *cpe:2.3:o:opensuse:leap:15.2:*:*:*:*:*:*:* -
CPE Deprecation Remap by [email protected]
Aug. 17, 2021
Action Type Old Value New Value Changed CPE Configuration OR *cpe:2.3:a:tensorflow:tensorflow:*:*:*:*:-:*:*:* versions from (including) 2.3.0 from (excluding) 2.3.1 OR *cpe:2.3:a:google:tensorflow:*:*:*:*:-:*:*:* versions from (including) 2.3.0 from (excluding) 2.3.1 -
CPE Deprecation Remap by [email protected]
Aug. 17, 2021
Action Type Old Value New Value Changed CPE Configuration OR *cpe:2.3:a:tensorflow:tensorflow:*:*:*:*:-:*:*:* versions from (including) 2.2.0 from (excluding) 2.2.1 OR *cpe:2.3:a:google:tensorflow:*:*:*:*:-:*:*:* versions from (including) 2.2.0 from (excluding) 2.2.1 -
CPE Deprecation Remap by [email protected]
Aug. 17, 2021
Action Type Old Value New Value Changed CPE Configuration OR *cpe:2.3:a:tensorflow:tensorflow:*:*:*:*:-:*:*:* versions from (including) 2.1.0 from (excluding) 2.1.2 OR *cpe:2.3:a:google:tensorflow:*:*:*:*:-:*:*:* versions from (including) 2.1.0 from (excluding) 2.1.2 -
CPE Deprecation Remap by [email protected]
Aug. 17, 2021
Action Type Old Value New Value Changed CPE Configuration OR *cpe:2.3:a:tensorflow:tensorflow:*:*:*:*:-:*:*:* versions from (including) 2.0.0 from (excluding) 2.0.3 OR *cpe:2.3:a:google:tensorflow:*:*:*:*:-:*:*:* versions from (including) 2.0.0 from (excluding) 2.0.3 -
CPE Deprecation Remap by [email protected]
Aug. 17, 2021
Action Type Old Value New Value Changed CPE Configuration OR *cpe:2.3:a:tensorflow:tensorflow:*:*:*:*:-:*:*:* versions from (excluding) 1.15.4 OR *cpe:2.3:a:google:tensorflow:*:*:*:*:-:*:*:* versions from (excluding) 1.15.4 -
CVE Modified by [email protected]
Oct. 29, 2020
Action Type Old Value New Value Added Reference http://lists.opensuse.org/opensuse-security-announce/2020-10/msg00065.html [No Types Assigned] -
Initial Analysis by [email protected]
Oct. 01, 2020
Action Type Old Value New Value Added CVSS V2 NIST (AV:N/AC:M/Au:N/C:P/I:P/A:P) Added CVSS V3.1 NIST AV:N/AC:H/PR:N/UI:N/S:C/C:H/I:H/A:H Changed Reference Type https://github.com/tensorflow/tensorflow/commit/27b417360cbd671ef55915e4bb6bb06af8b8a832 No Types Assigned https://github.com/tensorflow/tensorflow/commit/27b417360cbd671ef55915e4bb6bb06af8b8a832 Patch, Third Party Advisory Changed Reference Type https://github.com/tensorflow/tensorflow/commit/ca8c013b5e97b1373b3bb1c97ea655e69f31a575 No Types Assigned https://github.com/tensorflow/tensorflow/commit/ca8c013b5e97b1373b3bb1c97ea655e69f31a575 Patch, Third Party Advisory Changed Reference Type https://github.com/tensorflow/tensorflow/releases/tag/v2.3.1 No Types Assigned https://github.com/tensorflow/tensorflow/releases/tag/v2.3.1 Third Party Advisory Changed Reference Type https://github.com/tensorflow/tensorflow/security/advisories/GHSA-h6fg-mjxg-hqq4 No Types Assigned https://github.com/tensorflow/tensorflow/security/advisories/GHSA-h6fg-mjxg-hqq4 Exploit, Third Party Advisory Added CPE Configuration OR *cpe:2.3:a:tensorflow:tensorflow:*:*:*:*:-:*:*:* versions up to (excluding) 1.15.4 *cpe:2.3:a:tensorflow:tensorflow:*:*:*:*:-:*:*:* versions from (including) 2.0.0 up to (excluding) 2.0.3 *cpe:2.3:a:tensorflow:tensorflow:*:*:*:*:-:*:*:* versions from (including) 2.1.0 up to (excluding) 2.1.2 *cpe:2.3:a:tensorflow:tensorflow:*:*:*:*:-:*:*:* versions from (including) 2.2.0 up to (excluding) 2.2.1 *cpe:2.3:a:tensorflow:tensorflow:*:*:*:*:-:*:*:* versions from (including) 2.3.0 up to (excluding) 2.3.1
CWE - Common Weakness Enumeration
While CVE identifies
specific instances of vulnerabilities, CWE categorizes the common flaws or
weaknesses that can lead to vulnerabilities. CVE-2020-15202 is
associated with the following CWEs:
Common Attack Pattern Enumeration and Classification (CAPEC)
Common Attack Pattern Enumeration and Classification
(CAPEC)
stores attack patterns, which are descriptions of the common attributes and
approaches employed by adversaries to exploit the CVE-2020-15202
weaknesses.
Exploit Prediction
EPSS is a daily estimate of the probability of exploitation activity being observed over the next 30 days.
0.27 }} -0.01%
score
0.62922
percentile