Logo
-

Byte Open Security

(ByteOS Network)

Log In

Sign Up

ByteOS

Security
Vulnerability Details
Registries
Custom Views
Weaknesses
Attack Patterns
Filters & Tools
Vulnerability Details :

CVE-2020-15195

Summary
Assigner-GitHub_M
Assigner Org ID-a0819718-46f1-4df5-94e2-005712e83aaa
Published At-25 Sep, 2020 | 18:40
Updated At-04 Aug, 2024 | 13:08
Rejected At-
Credits

Heap buffer overflow in Tensorflow

In Tensorflow before versions 1.15.4, 2.0.3, 2.1.2, 2.2.1 and 2.3.1, the implementation of `SparseFillEmptyRowsGrad` uses a double indexing pattern. It is possible for `reverse_index_map(i)` to be an index outside of bounds of `grad_values`, thus resulting in a heap buffer overflow. The issue is patched in commit 390611e0d45c5793c7066110af37c8514e6a6c54, and is released in TensorFlow versions 1.15.4, 2.0.3, 2.1.2, 2.2.1, or 2.3.1.

Vendors
-
Not available
Products
-
Metrics (CVSS)
VersionBase scoreBase severityVector
Weaknesses
Attack Patterns
Solution/Workaround
References
HyperlinkResource Type
EPSS History
Score
Latest Score
-
N/A
No data available for selected date range
Percentile
Latest Percentile
-
N/A
No data available for selected date range
Stakeholder-Specific Vulnerability Categorization (SSVC)
▼Common Vulnerabilities and Exposures (CVE)
cve.org
Assigner:GitHub_M
Assigner Org ID:a0819718-46f1-4df5-94e2-005712e83aaa
Published At:25 Sep, 2020 | 18:40
Updated At:04 Aug, 2024 | 13:08
Rejected At:
▼CVE Numbering Authority (CNA)
Heap buffer overflow in Tensorflow

In Tensorflow before versions 1.15.4, 2.0.3, 2.1.2, 2.2.1 and 2.3.1, the implementation of `SparseFillEmptyRowsGrad` uses a double indexing pattern. It is possible for `reverse_index_map(i)` to be an index outside of bounds of `grad_values`, thus resulting in a heap buffer overflow. The issue is patched in commit 390611e0d45c5793c7066110af37c8514e6a6c54, and is released in TensorFlow versions 1.15.4, 2.0.3, 2.1.2, 2.2.1, or 2.3.1.

Affected Products
Vendor
TensorFlowtensorflow
Product
tensorflow
Versions
Affected
  • < 1.15.4
  • >= 2.0.0, < 2.0.3
  • >= 2.1.0, < 2.1.2
  • >= 2.2.0, < 2.2.1
  • >= 2.3.0, < 2.3.1
Problem Types
TypeCWE IDDescription
CWECWE-119{"CWE-119":"Improper Restriction of Operations within the Bounds of a Memory Buffer"}
CWECWE-122{"CWE-122":"Heap-based Buffer Overflow"}
Type: CWE
CWE ID: CWE-119
Description: {"CWE-119":"Improper Restriction of Operations within the Bounds of a Memory Buffer"}
Type: CWE
CWE ID: CWE-122
Description: {"CWE-122":"Heap-based Buffer Overflow"}
Metrics
VersionBase scoreBase severityVector
3.18.5HIGH
CVSS:3.1/AV:N/AC:H/PR:L/UI:N/S:C/C:H/I:H/A:H
Version: 3.1
Base score: 8.5
Base severity: HIGH
Vector:
CVSS:3.1/AV:N/AC:H/PR:L/UI:N/S:C/C:H/I:H/A:H
Metrics Other Info
Impacts
CAPEC IDDescription
Solutions

Configurations

Workarounds

Exploits

Credits

Timeline
EventDate
Replaced By

Rejected Reason

References
HyperlinkResource
https://github.com/tensorflow/tensorflow/releases/tag/v2.3.1
x_refsource_MISC
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-63xm-rx5p-xvqr
x_refsource_CONFIRM
https://github.com/tensorflow/tensorflow/commit/390611e0d45c5793c7066110af37c8514e6a6c54
x_refsource_MISC
http://lists.opensuse.org/opensuse-security-announce/2020-10/msg00065.html
vendor-advisory
x_refsource_SUSE
Hyperlink: https://github.com/tensorflow/tensorflow/releases/tag/v2.3.1
Resource:
x_refsource_MISC
Hyperlink: https://github.com/tensorflow/tensorflow/security/advisories/GHSA-63xm-rx5p-xvqr
Resource:
x_refsource_CONFIRM
Hyperlink: https://github.com/tensorflow/tensorflow/commit/390611e0d45c5793c7066110af37c8514e6a6c54
Resource:
x_refsource_MISC
Hyperlink: http://lists.opensuse.org/opensuse-security-announce/2020-10/msg00065.html
Resource:
vendor-advisory
x_refsource_SUSE
▼Authorized Data Publishers (ADP)
CVE Program Container
Affected Products
Metrics
VersionBase scoreBase severityVector
Metrics Other Info
Impacts
CAPEC IDDescription
Solutions

Configurations

Workarounds

Exploits

Credits

Timeline
EventDate
Replaced By

Rejected Reason

References
HyperlinkResource
https://github.com/tensorflow/tensorflow/releases/tag/v2.3.1
x_refsource_MISC
x_transferred
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-63xm-rx5p-xvqr
x_refsource_CONFIRM
x_transferred
https://github.com/tensorflow/tensorflow/commit/390611e0d45c5793c7066110af37c8514e6a6c54
x_refsource_MISC
x_transferred
http://lists.opensuse.org/opensuse-security-announce/2020-10/msg00065.html
vendor-advisory
x_refsource_SUSE
x_transferred
Hyperlink: https://github.com/tensorflow/tensorflow/releases/tag/v2.3.1
Resource:
x_refsource_MISC
x_transferred
Hyperlink: https://github.com/tensorflow/tensorflow/security/advisories/GHSA-63xm-rx5p-xvqr
Resource:
x_refsource_CONFIRM
x_transferred
Hyperlink: https://github.com/tensorflow/tensorflow/commit/390611e0d45c5793c7066110af37c8514e6a6c54
Resource:
x_refsource_MISC
x_transferred
Hyperlink: http://lists.opensuse.org/opensuse-security-announce/2020-10/msg00065.html
Resource:
vendor-advisory
x_refsource_SUSE
x_transferred
Information is not available yet
▼National Vulnerability Database (NVD)
nvd.nist.gov
Source:security-advisories@github.com
Published At:25 Sep, 2020 | 19:15
Updated At:18 Nov, 2021 | 17:20

In Tensorflow before versions 1.15.4, 2.0.3, 2.1.2, 2.2.1 and 2.3.1, the implementation of `SparseFillEmptyRowsGrad` uses a double indexing pattern. It is possible for `reverse_index_map(i)` to be an index outside of bounds of `grad_values`, thus resulting in a heap buffer overflow. The issue is patched in commit 390611e0d45c5793c7066110af37c8514e6a6c54, and is released in TensorFlow versions 1.15.4, 2.0.3, 2.1.2, 2.2.1, or 2.3.1.

CISA Catalog
Date AddedDue DateVulnerability NameRequired Action
N/A
Date Added: N/A
Due Date: N/A
Vulnerability Name: N/A
Required Action: N/A
Metrics
TypeVersionBase scoreBase severityVector
Primary3.18.8HIGH
CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H
Secondary3.18.5HIGH
CVSS:3.1/AV:N/AC:H/PR:L/UI:N/S:C/C:H/I:H/A:H
Primary2.06.5MEDIUM
AV:N/AC:L/Au:S/C:P/I:P/A:P
Type: Primary
Version: 3.1
Base score: 8.8
Base severity: HIGH
Vector:
CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H
Type: Secondary
Version: 3.1
Base score: 8.5
Base severity: HIGH
Vector:
CVSS:3.1/AV:N/AC:H/PR:L/UI:N/S:C/C:H/I:H/A:H
Type: Primary
Version: 2.0
Base score: 6.5
Base severity: MEDIUM
Vector:
AV:N/AC:L/Au:S/C:P/I:P/A:P
CPE Matches

Google LLC
google
>>tensorflow>>Versions before 1.15.4(exclusive)
cpe:2.3:a:google:tensorflow:*:*:*:*:-:*:*:*
Google LLC
google
>>tensorflow>>Versions from 2.0.0(inclusive) to 2.0.3(exclusive)
cpe:2.3:a:google:tensorflow:*:*:*:*:-:*:*:*
Google LLC
google
>>tensorflow>>Versions from 2.1.0(inclusive) to 2.1.2(exclusive)
cpe:2.3:a:google:tensorflow:*:*:*:*:-:*:*:*
Google LLC
google
>>tensorflow>>Versions from 2.2.0(inclusive) to 2.2.1(exclusive)
cpe:2.3:a:google:tensorflow:*:*:*:*:-:*:*:*
Google LLC
google
>>tensorflow>>Versions from 2.3.0(inclusive) to 2.3.1(exclusive)
cpe:2.3:a:google:tensorflow:*:*:*:*:-:*:*:*
openSUSE
opensuse
>>leap>>15.2
cpe:2.3:o:opensuse:leap:15.2:*:*:*:*:*:*:*
Weaknesses
CWE IDTypeSource
CWE-787Primarynvd@nist.gov
CWE-119Secondarysecurity-advisories@github.com
CWE-122Secondarysecurity-advisories@github.com
CWE ID: CWE-787
Type: Primary
Source: nvd@nist.gov
CWE ID: CWE-119
Type: Secondary
Source: security-advisories@github.com
CWE ID: CWE-122
Type: Secondary
Source: security-advisories@github.com
Evaluator Description

Evaluator Impact

Evaluator Solution

Vendor Statements

References
HyperlinkSourceResource
http://lists.opensuse.org/opensuse-security-announce/2020-10/msg00065.htmlsecurity-advisories@github.com
Mailing List
Third Party Advisory
https://github.com/tensorflow/tensorflow/commit/390611e0d45c5793c7066110af37c8514e6a6c54security-advisories@github.com
Patch
Third Party Advisory
https://github.com/tensorflow/tensorflow/releases/tag/v2.3.1security-advisories@github.com
Third Party Advisory
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-63xm-rx5p-xvqrsecurity-advisories@github.com
Exploit
Third Party Advisory
Hyperlink: http://lists.opensuse.org/opensuse-security-announce/2020-10/msg00065.html
Source: security-advisories@github.com
Resource:
Mailing List
Third Party Advisory
Hyperlink: https://github.com/tensorflow/tensorflow/commit/390611e0d45c5793c7066110af37c8514e6a6c54
Source: security-advisories@github.com
Resource:
Patch
Third Party Advisory
Hyperlink: https://github.com/tensorflow/tensorflow/releases/tag/v2.3.1
Source: security-advisories@github.com
Resource:
Third Party Advisory
Hyperlink: https://github.com/tensorflow/tensorflow/security/advisories/GHSA-63xm-rx5p-xvqr
Source: security-advisories@github.com
Resource:
Exploit
Third Party Advisory

Change History

0
Information is not available yet

Similar CVEs

0Records found

Details not found