CVE-2022-23583 — Reachable Assertion in Tensorflow

CWE-617 — Reachable AssertionCWE-843 — Type Confusion6 documents5 sources
Severity
6.5MEDIUMNVD
EPSS
0.3%
top 48.07%
CISA KEV
Not in KEV
Exploit
No known exploits
Affected products
3
TensorflowIntel Optimization FOR TensorflowGoogle Tensorflow
Timeline
PublishedFeb 4
Latest updateFeb 10

Description

Tensorflow is an Open Source Machine Learning Framework. A malicious user can cause a denial of service by altering a `SavedModel` such that any binary op would trigger `CHECK` failures. This occurs when the protobuf part corresponding to the tensor arguments is modified such that the `dtype` no longer matches the `dtype` expected by the op. In that case, calling the templated binary operator for the binary op would receive corrupted data, due to the type confusion involved. If `Tin` and `Tout` …

CVSS vector

CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:HExploitability: 2.8 | Impact: 3.6

Affected Packages3 packages

▶CVEListV5tensorflow/tensorflow< 2.5.3+2
▶PyPIintel/optimization_for_tensorflow2.6.0 — 2.6.3+2
▶NVDgoogle/tensorflow2.6.0 — 2.6.2+2

Patches

Patch: github.com ↗Patch: github.com ↗Patch: github.com ↗

🔴Vulnerability Details

4
GHSA
`CHECK`-failures in binary ops in Tensorflow↗2022-02-10
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OSV
`CHECK`-failures in binary ops in Tensorflow↗2022-02-10
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OSV
CVE-2022-23583: Tensorflow is an Open Source Machine Learning Framework↗2022-02-04
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CVEList
`CHECK`-failures in binary ops in Tensorflow↗2022-02-04
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📋Vendor Advisories

1
Debian
CVE-2022-23583: tensorflow - Tensorflow is an Open Source Machine Learning Framework. A malicious user can ca...↗2022
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CVE-2022-23583 — Reachable Assertion in Tensorflow | cvebase