CVE-2020-15194
CVSS V2 Medium 5
CVSS V3 Medium 5.3
Description
In Tensorflow before versions 1.15.4, 2.0.3, 2.1.2, 2.2.1 and 2.3.1, the `SparseFillEmptyRowsGrad` implementation has incomplete validation of the shapes of its arguments. Although `reverse_index_map_t` and `grad_values_t` are accessed in a similar pattern, only `reverse_index_map_t` is validated to be of proper shape. Hence, malicious users can pass a bad `grad_values_t` to trigger an assertion failure in `vec`, causing denial of service in serving installations. 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."
Overview
- CVE ID
- CVE-2020-15194
- Assigner
- security-advisories@github.com
- Vulnerability Status
- Analyzed
- Published Version
- 2020-09-25T19:15:14
- Last Modified Date
- 2021-08-17T13:21:51
Weakness Enumerations
CPE Configuration (Product)
| CPE | Vulnerable | Operator | Version Start | Version End |
|---|---|---|---|---|
| cpe:2.3:a:google:tensorflow:*:*:*:*:-:*:*:* | 1 | OR | 1.15.4 | |
| cpe:2.3:a:google:tensorflow:*:*:*:*:-:*:*:* | 1 | OR | 2.0.0 | 2.0.3 |
| cpe:2.3:a:google:tensorflow:*:*:*:*:-:*:*:* | 1 | OR | 2.1.0 | 2.1.2 |
| cpe:2.3:a:google:tensorflow:*:*:*:*:-:*:*:* | 1 | OR | 2.2.0 | 2.2.1 |
| cpe:2.3:a:google:tensorflow:*:*:*:*:-:*:*:* | 1 | OR | 2.3.0 | 2.3.1 |
| cpe:2.3:o:opensuse:leap:15.2:*:*:*:*:*:*:* | 1 | OR |
CVSS Version 2
- Version
- 2.0
- Vector String
- AV:N/AC:L/Au:N/C:N/I:N/A:P
- Access Vector
- NETWORK
- Access Compatibility
- LOW
- Authentication
- NONE
- Confidentiality Impact
- NONE
- Integrity Impact
- NONE
- Availability Impact
- PARTIAL
- Base Score
- 5
- Severity
- MEDIUM
- Exploitability Score
- 10
- Impact Score
- 2.9
CVSS Version 3
- Version
- 3.1
- Vector String
- CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:L
- Attack Vector
- NETWORK
- Attack Compatibility
- LOW
- Privileges Required
- NONE
- User Interaction
- NONE
- Scope
- UNCHANGED
- Confidentiality Impact
- NONE
- Availability Impact
- LOW
- Base Score
- 5.3
- Base Severity
- MEDIUM
- Exploitability Score
- 3.9
- Impact Score
- 1.4
References
| Reference URL | Reference Tags |
|---|---|
| https://github.com/tensorflow/tensorflow/commit/390611e0d45c5793c7066110af37c8514e6a6c54 | Patch Third Party Advisory |
| https://github.com/tensorflow/tensorflow/releases/tag/v2.3.1 | Release Notes Third Party Advisory |
| https://github.com/tensorflow/tensorflow/security/advisories/GHSA-9mqp-7v2h-2382 | Exploit Patch Third Party Advisory |
| http://lists.opensuse.org/opensuse-security-announce/2020-10/msg00065.html | Mailing List Third Party Advisory |
Sources
| Source Name | Source URL |
|---|---|
| NIST | https://nvd.nist.gov/vuln/detail/CVE-2020-15194 |
| MITRE | https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2020-15194 |
History
| Created | Old Value | New Value | Data Type | Notes |
|---|---|---|---|---|
| 2022-05-10 06:56:59 | Added to TrackCVE | |||
| 2022-12-04 23:26:53 | 2020-09-25T19:15Z | 2020-09-25T19:15:14 | CVE Published Date | updated |
| 2022-12-04 23:26:53 | 2021-08-17T13:21:51 | CVE Modified Date | updated | |
| 2022-12-04 23:26:53 | Analyzed | Vulnerability Status | updated |