ID CVE-2020-15265
Summary In Tensorflow before version 2.4.0, an attacker can pass an invalid `axis` value to `tf.quantization.quantize_and_dequantize`. This results in accessing a dimension outside the rank of the input tensor in the C++ kernel implementation. However, dim_size only does a DCHECK to validate the argument and then uses it to access the corresponding element of an array. Since in normal builds, `DCHECK`-like macros are no-ops, this results in segfault and access out of bounds of the array. The issue is patched in eccb7ec454e6617738554a255d77f08e60ee0808 and TensorFlow 2.4.0 will be released containing the patch. TensorFlow nightly packages after this commit will also have the issue resolved.
References
Vulnerable Configurations
  • cpe:2.3:a:google:tensorflow:-:*:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:-:*:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:0.5.0:*:*:*:-:*:*:*
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  • cpe:2.3:a:google:tensorflow:0.6.0:*:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:0.6.0:*:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:0.7.0:*:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:0.7.0:*:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:0.7.1:*:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:0.7.1:*:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:0.8.0:-:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:0.8.0:-:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:0.8.0:rc0:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:0.8.0:rc0:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:0.9.0:-:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:0.9.0:-:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:0.9.0:rc0:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:0.9.0:rc0:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:0.10.0:-:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:0.10.0:-:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:0.10.0:rc0:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:0.10.0:rc0:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:0.11.0:-:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:0.11.0:-:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:0.11.0:rc0:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:0.11.0:rc0:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:0.11.0:rc1:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:0.11.0:rc1:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:0.11.0:rc2:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:0.11.0:rc2:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:0.12.0:-:*:*:-:*:*:*
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  • cpe:2.3:a:google:tensorflow:0.12.0:rc1:*:*:-:*:*:*
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  • cpe:2.3:a:google:tensorflow:0.12.1:*:*:*:-:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.0.0:-:*:*:-:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.0.0:alpha:*:*:-:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.0.0:rc0:*:*:-:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.0.0:rc1:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:1.0.0:rc1:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:1.0.0:rc2:*:*:-:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.0.1:*:*:*:-:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.1.0:-:*:*:-:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.1.0:rc0:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:1.1.0:rc0:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:1.1.0:rc1:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:1.1.0:rc1:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:1.1.0:rc2:*:*:-:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.2.0:-:*:*:-:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.2.0:rc0:*:*:-:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.2.0:rc2:*:*:-:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.2.1:*:*:*:-:*:*:*
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    cpe:2.3:a:google:tensorflow:1.3.0:rc0:*:*:-:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.3.0:rc2:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:1.3.0:rc2:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:1.3.1:*:*:*:-:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.4.0:-:*:*:-:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.4.0:rc0:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:1.4.0:rc0:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:1.4.0:rc1:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:1.4.0:rc1:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:1.4.1:*:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:1.4.1:*:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:1.5.0:-:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:1.5.0:-:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:1.5.0:rc0:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:1.5.0:rc0:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:1.5.0:rc1:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:1.5.0:rc1:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:1.5.1:*:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:1.5.1:*:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:1.6.0:-:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:1.6.0:-:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:1.6.0:rc0:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:1.6.0:rc0:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:1.6.0:rc1:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:1.6.0:rc1:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:1.7.0:-:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:1.7.0:-:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:1.7.0:rc0:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:1.7.0:rc0:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:1.7.0:rc1:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:1.7.0:rc1:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:1.7.1:*:*:*:-:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.8.0:-:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:1.8.0:-:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:1.8.0:rc0:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:1.8.0:rc0:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:1.8.0:rc1:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:1.8.0:rc1:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:1.9.0:-:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:1.9.0:-:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:1.9.0:rc0:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:1.9.0:rc0:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:1.9.0:rc1:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:1.9.0:rc1:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:1.9.0:rc2:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:1.9.0:rc2:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:1.10.0:-:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:1.10.0:-:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:1.10.0:rc0:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:1.10.0:rc0:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:1.10.0:rc1:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:1.10.0:rc1:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:1.10.1:*:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:1.10.1:*:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:1.11.0:-:*:*:-:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.11.0:rc0:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:1.11.0:rc0:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:1.11.0:rc1:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:1.11.0:rc1:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:1.11.0:rc2:*:*:-:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.12.0:-:*:*:-:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.12.0:rc0:*:*:-:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.12.0:rc1:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:1.12.0:rc1:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:1.12.0:rc2:*:*:-:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.12.1:*:*:*:-:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.12.2:*:*:*:-:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.12.3:-:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:1.12.3:-:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:1.13.0:rc0:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:1.13.0:rc0:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:1.13.0:rc1:*:*:-:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.13.0:rc2:*:*:-:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.13.1:*:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:1.13.1:*:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:1.13.2:*:*:*:-:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.14.0:-:*:*:-:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.14.0:rc0:*:*:-:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.14.0:rc1:*:*:-:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.15.0:-:*:*:-:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.15.0:rc1:*:*:-:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.15.0:rc2:*:*:-:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.15.0:rc3:*:*:-:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.15.2:*:*:*:-:*:*:*
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  • cpe:2.3:a:google:tensorflow:2.0.0:-:*:*:-:*:*:*
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  • cpe:2.3:a:google:tensorflow:2.0.0:alpha0:*:*:-:*:*:*
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  • cpe:2.3:a:google:tensorflow:2.0.0:beta0:*:*:-:*:*:*
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  • cpe:2.3:a:google:tensorflow:2.0.0:rc2:*:*:-:*:*:*
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  • cpe:2.3:a:google:tensorflow:2.2.0:rc4:*:*:-:*:*:*
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  • cpe:2.3:a:google:tensorflow:2.2.1:*:*:*:-:*:*:*
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  • cpe:2.3:a:google:tensorflow:2.3.0:-:*:*:-:*:*:*
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  • cpe:2.3:a:google:tensorflow:2.3.0:rc0:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:2.3.0:rc0:*:*:-:*:*:*
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  • cpe:2.3:a:google:tensorflow:2.3.0:rc2:*:*:-:*:*:*
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  • cpe:2.3:a:google:tensorflow:2.3.1:*:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:2.3.1:*:*:*:-:*:*:*
CVSS
Base: 5.0 (as of 17-08-2021 - 13:21)
Impact:
Exploitability:
CWE CWE-125
CAPEC
  • Infiltration of Hardware Development Environment
    An attacker, leveraging the ability to manipulate components of primary support systems and tools within the development and production environments, inserts malicious software within the hardware and/or firmware development environment. The infiltration purpose is to alter developed hardware components in a system destined for deployment at the victim's organization, for the purpose of disruption or further compromise.
  • Overread Buffers
    An adversary attacks a target by providing input that causes an application to read beyond the boundary of a defined buffer. This typically occurs when a value influencing where to start or stop reading is set to reflect positions outside of the valid memory location of the buffer. This type of attack may result in exposure of sensitive information, a system crash, or arbitrary code execution.
Access
VectorComplexityAuthentication
NETWORK LOW NONE
Impact
ConfidentialityIntegrityAvailability
NONE NONE PARTIAL
cvss-vector via4 AV:N/AC:L/Au:N/C:N/I:N/A:P
refmap via4
confirm https://github.com/tensorflow/tensorflow/security/advisories/GHSA-rrfp-j2mp-hq9c
misc
Last major update 17-08-2021 - 13:21
Published 21-10-2020 - 21:15
Last modified 17-08-2021 - 13:21
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