SB2023032046 - Multiple vulnerabilities in TensorFlow

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Main Vulnerability Database SB2023032046

SB2023032046 - Multiple vulnerabilities in TensorFlow

Published: March 20, 2023 Updated: March 25, 2023

Security Bulletin ID SB2023032046
Severity
Medium
Patch available
YES
Number of vulnerabilities 20
Exploitation vector Remote access
Highest impact Denial of service

Breakdown by Severity

Medium 100%
  • Low
  • Medium
  • High
  • Critical

Description

This security bulletin contains information about 20 secuirty 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.

Remediation

Install update from vendor's website.

References