GitHub Advisoryadvisory · PyPI

GHSA-vq36-27g6-p492 Out of bounds read in Tensorflow

HIGH Published 2022-02-09 Modified 2024-11-13 Official page ↗
Aliases
CVE-2022-23592
Ecosystem
PyPI
Packages
tensorflow, tensorflow-cpu, tensorflow-gpu
Severity
High
CVSS vector
CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:N/A:H
Weaknesses
CWE-125
Reviewed
2022-02-04

Affected packages

• PyPI tensorflow: >= 2.8.0-rc0, < 2.8.0 → fixed in 2.8.0 • PyPI tensorflow-cpu: >= 2.8.0-rc0, < 2.8.0 → fixed in 2.8.0 • PyPI tensorflow-gpu: >= 2.8.0-rc0, < 2.8.0 → fixed in 2.8.0

Description

Impact TensorFlow's type inference can cause a heap OOB read as the bounds checking is done in a `DCHECK` (which is a no-op during production): ```cc if (node_t.type_id() != TFT_UNSET) { int ix = input_idx[i]; DCHECK(ix < node_t.args_size()) << "input " << i << " should have an output " << ix << " but instead only has " << node_t.args_size() << " outputs: " << node_t.DebugString(); input_types.emplace_back(node_t.args(ix)); // ... } ``` An attacker can control `input_idx` such that `ix` would be larger than the number of values in `node_t.args`. Patches We have patched the issue in GitHub commit c99d98cd189839dcf51aee94e7437b54b31f8abd. The fix will be included in TensorFlow 2.8.0. This is the only affected version. For more information Please consult our security guide for more information regarding the security model and how to contact us with issues and questions.

Related

Alias · CVE (1)

  • CVE-2022-23592 Tensorflow is an Open Source Machine Learning Framework. vulnerability

Weakness · CWE (1)

  • CWE-125 Out-of-bounds Read weakness

References