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CVE-2023-25668— TensorFlow vulnerable to heap out-of-buffer read in the QuantizeAndDequantize operation

Quick assessment

Affected
tensorflow tensorflow
Exploitation
No confirmed in-the-wild exploitation; assess based on exposure
Recommended action
Check the vendor advisory and references for a fixed version. If immediate upgrade is impossible, restrict exposure and increase monitoring.

Google TensorFlow是美国谷歌(Google)公司的一套用于机器学习的端到端开源平台。 Google TensorFlow 2.12.0 版本之前的 2.12 版本和 2.11.1 版本之前的 2.11 版本存在安全漏洞。攻击者利用该漏洞可以访问不受用户控制的堆内存,从而导致崩溃或远程代码执行。

CVSS 9.8 · Critical EPSS 0.84% · P56

Possible ATT&CK Techniques 1 AI

T1190 · Exploit Public-Facing Application
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I. Basic Information for CVE-2023-25668

Vulnerability Information

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Vulnerability Title
TensorFlow vulnerable to heap out-of-buffer read in the QuantizeAndDequantize operation
Source: CVE Program / CVE List V5
Vulnerability Description
TensorFlow is an open source platform for machine learning. Attackers using Tensorflow prior to 2.12.0 or 2.11.1 can access heap memory which is not in the control of user, leading to a crash or remote code execution. The fix will be included in TensorFlow version 2.12.0 and will also cherrypick this commit on TensorFlow version 2.11.1.
Source: CVE Program / CVE List V5
CVSS Information
CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H
Source: CVE Program / CVE List V5
Vulnerability Type
堆缓冲区溢出
Source: CVE Program / CVE List V5
Vulnerability Title
Google TensorFlow 安全漏洞
Source: CNNVD (China National Vulnerability Database)
Vulnerability Description
Google TensorFlow是美国谷歌(Google)公司的一套用于机器学习的端到端开源平台。 Google TensorFlow 2.12.0 版本之前的 2.12 版本和 2.11.1 版本之前的 2.11 版本存在安全漏洞。攻击者利用该漏洞可以访问不受用户控制的堆内存,从而导致崩溃或远程代码执行。
Source: CNNVD (China National Vulnerability Database)
CVSS Information
N/A
Source: CNNVD (China National Vulnerability Database)
Vulnerability Type
N/A
Source: CNNVD (China National Vulnerability Database)

Affected Products

Vendor Product Affected Versions CPE Subscribe
tensorflow tensorflow < 2.11.1 -

II. Public POCs for CVE-2023-25668

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III. Intelligence Information for CVE-2023-25668

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Patches & Fixes for CVE-2023-25668 (1)

Vendor Advisories for CVE-2023-25668 (1)

Same Patch Batch · tensorflow · 2023-03-24 · 20 CVEs total

CVE-2023-25801 8.0 HIGH TensorFlow has double free in Fractional(Max/Avg)Pool
CVE-2023-25669 7.5 HIGH TensorFlow has Floating Point Exception in AvgPoolGrad with XLA
CVE-2023-27579 7.5 HIGH TensorFlow has Floating Point Exception in TFLite in conv kernel
CVE-2023-25676 7.5 HIGH TensorFlow has null dereference on ParallelConcat with XLA
CVE-2023-25675 7.5 HIGH TensorFlow has Segfault in Bincount with XLA
CVE-2023-25674 7.5 HIGH TensorFlow has Null Pointer Error in RandomShuffle with XLA enable
CVE-2023-25673 7.5 HIGH TensorFlow has Floating Point Exception in TensorListSplit with XLA
CVE-2023-25672 7.5 HIGH TensorFlow has Null Pointer Error in LookupTableImportV2
CVE-2023-25671 7.5 HIGH TensorFlow has segmentation fault in tfg-translate
CVE-2023-25670 7.5 HIGH TensorFlow has Null Pointer Error in QuantizedMatMulWithBiasAndDequantize
CVE-2023-25660 7.5 HIGH TensorFlow vulnerable to seg fault in `tf.raw_ops.Print`
CVE-2023-25665 7.5 HIGH TensorFlow has Null Pointer Error in SparseSparseMaximum
CVE-2023-25666 7.5 HIGH TensorFlow has Floating Point Exception in AudioSpectrogram
CVE-2023-25664 7.5 HIGH TensorFlow vulnerable to Heap Buffer Overflow in AvgPoolGrad
CVE-2023-25663 7.5 HIGH TensorFlow has Null Pointer Error in TensorArrayConcatV2
CVE-2023-25662 7.5 HIGH TensorFlow vulnerable to integer overflow in EditDistance
CVE-2023-25658 7.5 HIGH TensorFlow vulnerable to Out-of-Bounds Read in GRUBlockCellGrad
CVE-2023-25659 7.5 HIGH TensorFlow vulnerable to Out-of-Bounds Read in DynamicStitch
CVE-2023-25667 6.5 MEDIUM TensorFlow vulnerable to segfault when opening multiframe gif

IV. Related Vulnerabilities

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