CVE-2020-15206
CVSS V2 Medium 5
CVSS V3 High 7.5
Description
In Tensorflow before versions 1.15.4, 2.0.3, 2.1.2, 2.2.1 and 2.3.1, changing the TensorFlow's `SavedModel` protocol buffer and altering the name of required keys results in segfaults and data corruption while loading the model. This can cause a denial of service in products using `tensorflow-serving` or other inference-as-a-service installments. Fixed were added in commits f760f88b4267d981e13f4b302c437ae800445968 and fcfef195637c6e365577829c4d67681695956e7d (both going into TensorFlow 2.2.0 and 2.3.0 but not yet backported to earlier versions). However, this was not enough, as #41097 reports a different failure mode. The issue is patched in commit adf095206f25471e864a8e63a0f1caef53a0e3a6, 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-2020-15206
- Assigner
- security-advisories@github.com
- Vulnerability Status
- Analyzed
- Published Version
- 2020-09-25T19:15:15
- Last Modified Date
- 2021-09-16T15:45:40
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:H
- Attack Vector
- NETWORK
- Attack Compatibility
- LOW
- Privileges Required
- NONE
- User Interaction
- NONE
- Scope
- UNCHANGED
- Confidentiality Impact
- NONE
- Availability Impact
- HIGH
- Base Score
- 7.5
- Base Severity
- HIGH
- Exploitability Score
- 3.9
- Impact Score
- 3.6
References
| Reference URL | Reference Tags |
|---|---|
| https://github.com/tensorflow/tensorflow/security/advisories/GHSA-w5gh-2wr2-pm6g | Exploit Third Party Advisory |
| https://github.com/tensorflow/tensorflow/releases/tag/v2.3.1 | Third Party Advisory |
| https://github.com/tensorflow/tensorflow/commit/adf095206f25471e864a8e63a0f1caef53a0e3a6 | Patch Third Party Advisory Vendor 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-2020-15206 |
| MITRE | https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2020-15206 |
History
| Created | Old Value | New Value | Data Type | Notes |
|---|---|---|---|---|
| 2022-05-10 16:04:57 | Added to TrackCVE | |||
| 2022-12-04 23:27:38 | 2020-09-25T19:15Z | 2020-09-25T19:15:15 | CVE Published Date | updated |
| 2022-12-04 23:27:38 | 2021-09-16T15:45:40 | CVE Modified Date | updated | |
| 2022-12-04 23:27:38 | Analyzed | Vulnerability Status | updated |