1. CVE-Search
  2. CVE-2021-29593
ID CVE-2021-29593
Summary TensorFlow is an end-to-end open source platform for machine learning. The implementation of the `BatchToSpaceNd` TFLite operator is vulnerable to a division by zero error(https://github.com/tensorflow/tensorflow/blob/b5ed552fe55895aee8bd8b191f744a069957d18d/tensorflow/lite/kernels/batch_to_space_nd.cc#L81-L82). An attacker can craft a model such that one dimension of the `block` input is 0. Hence, the corresponding value in `block_shape` is 0. The fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, as these are also affected and still in supported range.
References
Vulnerable Configurations
  • cpe:2.3:a:google:tensorflow:0.5.0:*:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:0.6.0:*:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:0.7.0:*:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:0.7.1:*:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:0.8.0:-:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:0.8.0:rc0:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:0.9.0:-:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:0.9.0:rc0:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:0.10.0:-:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:0.11.0:-:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:0.11.0:rc2:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:0.12.0:-:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.5.1:*:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.6.0:-:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.6.0:rc0:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.6.0:rc1:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.7.0:-:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.7.0:rc0:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.8.0:-:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.8.0:rc0:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.9.0:-:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.9.0:rc0:*:*:*:*:*:*
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  • 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:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.10.0:-:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.10.0:rc0:*:*:*:*:*:*
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  • 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:*:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.11.0:-:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.11.0:rc0:*:*:*:*:*:*
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  • 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:*:*:*:*:*:*
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  • 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:1.12.3:*:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.13.0:rc0:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.13.1:*:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.14.0:*:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.15.0:*:*:*:*:*:*:*
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    cpe:2.3:a:google:tensorflow:2.3.1:*:*:*:*:*:*:*
  • cpe:2.3:a:google:tensorflow:2.3.2:*:*:*:*:*:*:*
    cpe:2.3:a:google:tensorflow:2.3.2:*:*:*:*:*:*:*
  • cpe:2.3:a:google:tensorflow:2.4.0:-:*:*:*:*:*:*
    cpe:2.3:a:google:tensorflow:2.4.0:-:*:*:*:*:*:*
  • cpe:2.3:a:google:tensorflow:2.4.0:rc0:*:*:*:*:*:*
    cpe:2.3:a:google:tensorflow:2.4.0:rc0:*:*:*:*:*:*
  • cpe:2.3:a:google:tensorflow:2.4.0:rc1:*:*:*:*:*:*
    cpe:2.3:a:google:tensorflow:2.4.0:rc1:*:*:*:*:*:*
  • cpe:2.3:a:google:tensorflow:2.4.0:rc2:*:*:*:*:*:*
    cpe:2.3:a:google:tensorflow:2.4.0:rc2:*:*:*:*:*:*
  • cpe:2.3:a:google:tensorflow:2.4.0:rc3:*:*:*:*:*:*
    cpe:2.3:a:google:tensorflow:2.4.0:rc3:*:*:*:*:*:*
  • cpe:2.3:a:google:tensorflow:2.4.0:rc4:*:*:*:*:*:*
    cpe:2.3:a:google:tensorflow:2.4.0:rc4:*:*:*:*:*:*
  • cpe:2.3:a:google:tensorflow:2.4.1:*:*:*:*:*:*:*
    cpe:2.3:a:google:tensorflow:2.4.1:*:*:*:*:*:*:*
CVSS
Base: 4.6 (as of 19-05-2021 - 16:29)
Impact:
Exploitability:
CWE CWE-369
CAPEC
Access
VectorComplexityAuthentication
LOCAL LOW NONE
Impact
ConfidentialityIntegrityAvailability
PARTIAL PARTIAL PARTIAL
cvss-vector via4 AV:L/AC:L/Au:N/C:P/I:P/A:P
Last major update 19-05-2021 - 16:29
Published 14-05-2021 - 20:15
Last modified 19-05-2021 - 16:29
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