In tensorflow-lite before versions 1.15.4, 2.0.3, 2.1.2, 2.2.1 and 2.3.1, to mimic Python's indexing with negative values, TFLite uses `ResolveAxis` to convert negative values to positive indices. However, the only check that the converted index is now valid is only present in debug builds. If the `DCHECK` does not trigger, then code execution moves ahead with a negative index. This, in turn, results in accessing data out of bounds which results in segfaults and/or data corruption. The issue is patched in commit 2d88f470dea2671b430884260f3626b1fe99830a, and is released in TensorFlow versions 1.15.4, 2.0.3, 2.1.2, 2.2.1, or 2.3.1.
References
Link | Resource |
---|---|
http://lists.opensuse.org/opensuse-security-announce/2020-10/msg00065.html | Mailing List Third Party Advisory |
https://github.com/tensorflow/tensorflow/commit/2d88f470dea2671b430884260f3626b1fe99830a | 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-q4qf-3fc6-8x34 | Exploit Third Party Advisory |
Configurations
Configuration 1 (hide)
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Configuration 2 (hide)
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History
18 Nov 2021, 17:27
Type | Values Removed | Values Added |
---|---|---|
CWE | CWE-787 |
16 Sep 2021, 15:45
Type | Values Removed | Values Added |
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References | (SUSE) http://lists.opensuse.org/opensuse-security-announce/2020-10/msg00065.html - Mailing List, Third Party Advisory | |
CPE | cpe:2.3:o:opensuse:leap:15.2:*:*:*:*:*:*:* |
17 Aug 2021, 13:21
Type | Values Removed | Values Added |
---|---|---|
CPE | cpe:2.3:a:google:tensorflow:*:*:*:*:lite:*:*:* |
Information
Published : 2020-09-25 19:15
Updated : 2024-02-04 21:23
NVD link : CVE-2020-15207
Mitre link : CVE-2020-15207
CVE.ORG link : CVE-2020-15207
JSON object : View
Products Affected
opensuse
- leap
- tensorflow