GitHub Advisoryadvisory · PyPI

GHSA-68v3-g9cm-rmm6 TensorFlow vulnerable to Out-of-Bounds Read in GRUBlockCellGrad

HIGH Published 2023-03-24 Modified 2023-03-27 Official page ↗
Aliases
CVE-2023-25658
Ecosystem
PyPI
Packages
tensorflow, tensorflow-cpu, tensorflow-gpu
Severity
High
CVSS vector
CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H
Weaknesses
CWE-125
Reviewed
2023-03-24

Affected packages

• PyPI tensorflow: < 2.11.1 → fixed in 2.11.1 • PyPI tensorflow-cpu: < 2.11.1 → fixed in 2.11.1 • PyPI tensorflow-gpu: < 2.11.1 → fixed in 2.11.1

Description

Impact Out of bounds read in GRUBlockCellGrad ```python func = tf.raw_ops.GRUBlockCellGrad para = {'x': [[21.1, 156.2], [83.3, 115.4]], 'h_prev': array([[136.5], [136.6]]), 'w_ru': array([[26.7, 0.8], [47.9, 26.1], [26.2, 26.3]]), 'w_c': array([[ 0.4], [31.5], [ 0.6]]), 'b_ru': array([0.1, 0.2 ], dtype=float32), 'b_c': 0x41414141, 'r': array([[0.3], [0.4]], dtype=float32), 'u': array([[5.7], [5.8]]), 'c': array([[52.9], [53.1]]), 'd_h': array([[172.2], [188.3 ]])} ``` Patches We have patched the issue in GitHub commit ff459137c2716a2a60f7d441b855fcb466d778cb. The fix will be included in TensorFlow 2.12.0. We will also cherrypick this commit on TensorFlow 2.11.1 For more information Please consult our security guide for more information regarding the security model and how to contact us with issues and questions. Attribution This vulnerability has been reported by r3pwnx.

Related

Alias · CVE (1)

  • CVE-2023-25658 TensorFlow is an open source platform for machine learning. vulnerability

Weakness · CWE (1)

  • CWE-125 Out-of-bounds Read weakness

References