CVE-2022-23590PYSEC-2022-154BIT-TENSORFLOW-2022-23590GHSA-PQRV-8R2F-7278PYSEC-2022-99PYSEC-2026-3225
Crash due to erroneous `StatusOr` in Tensorflow
- Published
- Last modified
- Where the record stands: published, rejected by its publisher, or superseded by another id.What do these mean? →
- published
- Whether CISA lists it in its Known Exploited Vulnerabilities catalog: proof that attackers are using it.What do these mean? →
- Not listed in CISA KEV
- Fix
- Fixed in 2.8.0, 2.7.1
- Whether working attack code is public (Exploit-DB, Metasploit, Nuclei or GitHub). Public code makes attacks easier.What do these mean? →
- None on Exploit-DB, Metasploit or GitHub
CISA's decision points: whether it is exploited, whether attacks can be automated, and how much control an attacker gets. Assessed (SSVC 2.0.3).What do these mean? →
- Exploitation: poc
- Automatable: no
- Technical impact: partial
Summary
Tensorflow is an Open Source Machine Learning Framework. A `GraphDef` from a TensorFlow `SavedModel` can be maliciously altered to cause a TensorFlow process to crash due to encountering a `StatusOr` value that is an error and forcibly extracting the value from it. We have patched the issue in multiple GitHub commits and these will be included in TensorFlow 2.8.0 and TensorFlow 2.7.1, as both are affected.
Timeline
- CVE published
- CISA SSVC assessment
Exploitation: poc · Automatable: no · Technical impact: partial
- Record last updated
Affected versions
- tensorflow tensorflow
From 2.7.0 · fixed in 2.8.0
- tensorflow-gpuPyPI
fixed in 2.7.1
- tensorflow-cpuPyPI
fixed in 2.7.1
- tensorflowPyPI
fixed in 2.7.1
- tensorflow-cpuPyPI
fixed in 2.7.1
- tensorflow-gpuPyPI
fixed in 2.7.1