MediumVulnerability

CVE-2022-41885: TensorFlow buffer overflow in tf.raw_ops.FusedResizeAndPadConv2D

Source: NVD(opens in a new tab)
Identifier: CVE-2022-41885
Published: November 18, 2022
Record updated: October 9, 2026

Affected: tensorflow < 2.7.4, fixed in 2.7.4, released September 2, 2022, 78 days before disclosure
tensorflow >= 2.8.0, < 2.8.1, fixed in 2.8.1, released May 16, 2022, 187 days before disclosure
tensorflow >= 2.9.0, < 2.9.1, fixed in 2.9.1, released May 23, 2022, 180 days before disclosure
and 6 more
Known exploitation: Not listed in the CISA Known Exploited Vulnerabilities catalog at the last check.
EPSS: 0.5%

Summary

CVE-2022-41885 is a buffer size overflow in TensorFlow's `tf.raw_ops.FusedResizeAndPadConv2D` when it receives a large tensor shape. The flaw is tracked as CWE-131, Incorrect Calculation of Buffer Size. The source states that TensorFlow 2.10.1, 2.9.3 and 2.8.4 are also affected and still in supported range.

Mitigation

Patched in GitHub commit d66e1d568275e6a2947de97dca7a102a211e01ce. The fix will be included in TensorFlow 2.11, and the commit will be cherry-picked to TensorFlow 2.10.1, 2.9.3 and 2.8.4.

Details

Scores and exploitation

CVSS score: 4.8(medium)
Patch available: Yes
EPSS: 0.5%Estimated probability that this CVE is exploited in the next 30 days, from the FIRST Exploit Prediction Scoring System. Read on November 4, 2026.

Weaknesses and techniques

Weakness (CWE): CWE-131
CWE-131

Affected

Packages: tensorflow@< 2.7.4 (fixed: 2.7.4)
tensorflow@>= 2.8.0, < 2.8.1 (fixed: 2.8.1)
tensorflow@>= 2.9.0, < 2.9.1 (fixed: 2.9.1)
tensorflow-cpu@< 2.7.4 (fixed: 2.7.4)
tensorflow-gpu@< 2.7.4 (fixed: 2.7.4)
tensorflow-cpu@>= 2.8.0, < 2.8.1 (fixed: 2.8.1)
tensorflow-gpu@>= 2.8.0, < 2.8.1 (fixed: 2.8.1)
tensorflow-cpu@>= 2.9.0, < 2.9.1 (fixed: 2.9.1)
tensorflow-gpu@>= 2.9.0, < 2.9.1 (fixed: 2.9.1)
Vendors: Google

Classification

Attack type: Denial of service
Attack sophistication: Moderate
AI component targeted: Framework
Impact: Availability
Labels: security

How this record was produced

Summaries, mitigations and labels on this page are generated automatically from the source. The linked source is authoritative. The source gives this advisory a description and no title, so the title above is a headline generated from the source text.

Original source: https://nvd.nist.gov/vuln/detail/CVE-2022-41885

First tracked: February 15, 2026 at 08:41 PM ET, from NVD/CVE Database

Classifier: claude-haiku-5-5, prompt v4

Classifier confidence: 90% (self-assessed)

Affected packages in the Exposure Registry

Matched by package name and ecosystem. Each entry shows whether the package delegates to a language model and how many tracked packages depend on it.

tensorflowPyPINo LLM dependency detected · 26 tracked dependents
tensorflow-gpuPyPINo LLM dependency detected · 2 tracked dependents

Summary

Mitigation

Affected packages in the Exposure Registry

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