SB2023032046 - Multiple vulnerabilities in TensorFlow

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Main Vulnerability Database SB2023032046

SB2023032046 - Multiple vulnerabilities in TensorFlow

Published: March 20, 2023 Updated: May 2, 2026

Security Bulletin ID SB2023032046
CSH Severity
Medium
Patch available
YES
Number of vulnerabilities 21
Exploitation vector Remote access
Highest impact Denial of service

Breakdown by Severity

Medium 95% Low 5%
  • Low
  • Medium
  • High
  • Critical

Description

This security bulletin contains information about 21 vulnerabilities.


1) Buffer overflow (CVE-ID: CVE-2023-25667)

The vulnerability allows a remote attacker to perform a denial of service (DoS) attack.

The vulnerability exists due to a boundary error when opening multiframe gif images. A remote attacker can pass specially crafted input to the application, trigger memory corruption and perform a denial of service (DoS) attack.

2) Out-of-bounds read (CVE-ID: CVE-2023-25658)

The vulnerability allows a remote attacker to gain access to potentially sensitive information.

The vulnerability exists due to a boundary condition in GRUBlockCellGrad. A remote attacker can create a specially crafted file, trick the victim into opening it, trigger an out-of-bounds read error and read contents of memory on the system.


3) Out-of-bounds read (CVE-ID: CVE-2023-25659)

The vulnerability allows a remote attacker to gain access to potentially sensitive information.

The vulnerability exists due to a boundary condition in DynamicStitch. A remote attacker can trigger an out-of-bounds read error and read contents of memory on the system.


4) Buffer overflow (CVE-ID: CVE-2023-25660)

The vulnerability allows a remote attacker to perform a denial of service (DoS) attack.

The vulnerability exists due to a boundary error in tf.raw_ops.Print. A remote attacker can pass specially crafted input to the application, trigger memory corruption and perform a denial of service (DoS) attack.

5) Integer overflow (CVE-ID: CVE-2023-25662)

The vulnerability allows a remote attacker to perform a denial of service (DoS) attack.

The vulnerability exists due to integer overflow in EditDistance. A remote attacker can pass specially crafted data to the application, trigger an integer overflow and perform a denial of service (DoS) attack.


6) Uncaught Exception (CVE-ID: CVE-2023-25663)

The vulnerability allows a remote attacker to perform a denial of service (DoS) attack.

The vulnerability exists due to a floating point exceptionin TensorArrayConcatV2. A remote attacker can pass specially crafted input to the application, trigger an unhanded exception and perform a denial of service (DoS) attack.

7) Heap-based buffer overflow (CVE-ID: CVE-2023-25664)

The vulnerability allows a remote attacker to perform a denial of service (DoS) attack.

The vulnerability exists due to a boundary error in AvgPoolGrad. A remote attacker can pass specially crafted data to the application, trigger a heap-based buffer overflow and perform a denial of service (DoS) attack.


8) Uncaught Exception (CVE-ID: CVE-2023-25666)

The vulnerability allows a remote attacker to perform a denial of service (DoS) attack.

The vulnerability exists due to a floating point exception in AudioSpectrogram. A remote attacker can pass specially crafted input to the application, trigger an unhanded exception and perform a denial of service (DoS) attack.

9) Uncaught Exception (CVE-ID: CVE-2023-25665)

The vulnerability allows a remote attacker to perform a denial of service (DoS) attack.

The vulnerability exists due to a NULL pointer exception in SparseSparseMaximum. A remote attacker can pass specially crafted input to the application, trigger an unhanded exception and perform a denial of service (DoS) attack.

10) Out-of-bounds read (CVE-ID: CVE-2023-25668)

The vulnerability allows a remote attacker to gain access to potentially sensitive information.

The vulnerability exists due to a boundary condition in the QuantizeAndDequantize operation. A remote attacker can trigger a heap out-of-bounds read error and read contents of memory on the system.


11) Uncaught Exception (CVE-ID: CVE-2023-27579)

The vulnerability allows a remote attacker to perform a denial of service (DoS) attack.

The vulnerability exists due to a floating point exception in TFLite in the iconv kernel. A remote attacker can pass specially crafted input to the application, trigger an unhanded exception and perform a denial of service (DoS) attack.


12) Uncaught Exception (CVE-ID: CVE-2023-25669)

The vulnerability allows a remote attacker to perform a denial of service (DoS) attack.

The vulnerability exists due to a floating point exception in AvgPoolGrad with XLA. A remote attacker can pass specially crafted input to the application, trigger an unhanded exception and perform a denial of service (DoS) attack.

13) Uncaught Exception (CVE-ID: CVE-2023-25670)

The vulnerability allows a remote attacker to perform a denial of service (DoS) attack.

The vulnerability exists due to a floating point exception in  QuantizedMatMulWithBiasAndDequantize. A remote attacker can pass specially crafted input to the application, trigger an unhanded exception and perform a denial of service (DoS) attack.

14) Buffer overflow (CVE-ID: CVE-2023-25671)

The vulnerability allows a remote attacker to perform a denial of service (DoS) attack.

The vulnerability exists due to a boundary error in tfg-translate. A remote attacker can pass specially crafted input to the application, trigger memory corruption and perform a denial of service (DoS) attack.

15) Uncaught Exception (CVE-ID: CVE-2023-25673)

The vulnerability allows a remote attacker to perform a denial of service (DoS) attack.

The vulnerability exists due to a floating point exception in TensorListSplit with XLA. A remote attacker can pass specially crafted input to the application, trigger an unhanded exception and perform a denial of service (DoS) attack.

16) Uncaught Exception (CVE-ID: CVE-2023-25674)

The vulnerability allows a remote attacker to perform a denial of service (DoS) attack.

The vulnerability exists due to a NULL pointer exception in RandomShuffle with XLA enabled. A remote attacker can pass specially crafted input to the application, trigger an unhanded exception and perform a denial of service (DoS) attack.

17) Buffer overflow (CVE-ID: CVE-2023-25675)

The vulnerability allows a remote attacker to perform a denial of service (DoS) attack.

The vulnerability exists due to a boundary error in Bincount with XLA. A remote attacker can pass specially crafted input to the application, trigger memory corruption and perform a denial of service (DoS) attack.


18) NULL pointer dereference (CVE-ID: CVE-2023-25676)

The vulnerability allows a remote attacker to perform a denial of service (DoS) attack.

The vulnerability exists due to a NULL pointer dereference on ParallelConcat with XLA. A remote attacker can pass specially crafted data to the application and perform a denial of service (DoS) attack.


19) Double Free (CVE-ID: CVE-2023-25801)

The vulnerability allows a remote attacker to perform a denial of service (DoS) attack.

The vulnerability exists due to a boundary error in Fractional(Max/Avg)Pool. A remote attacker can pass specially crafted input to the application, trigger a double free error and perform a denial of service (DoS) attack.


20) Uncaught Exception (CVE-ID: CVE-2023-25672)

The vulnerability allows a remote attacker to perform a denial of service (DoS) attack.

The vulnerability exists due to a NULL pointer exception within the tf.raw_ops.LookupTableImportV2() function. A remote attacker can pass specially crafted input to the application, trigger an unhanded exception and perform a denial of service (DoS) attack.

21) Input validation error (CVE-ID: CVE-2023-25661)

The vulnerability allows a remote user to perform a denial of service (DoS) attack.

The vulnerability exists due to improper input validation by the Convolution3DTranspose function. A remote user can pass specially crafted input to the application and perform a denial of service (DoS) attack on ML cloud services.


Remediation

Install update from vendor's website.

References