1. CVE-Search
  2. CVE-2021-29598
ID CVE-2021-29598
Summary TensorFlow is an end-to-end open source platform for machine learning. The implementation of the `SVDF` TFLite operator is vulnerable to a division by zero error(https://github.com/tensorflow/tensorflow/blob/7f283ff806b2031f407db64c4d3edcda8fb9f9f5/tensorflow/lite/kernels/svdf.cc#L99-L102). An attacker can craft a model such that `params->rank` would be 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:*:*:*:*:*:*:*
    cpe:2.3:a:google:tensorflow:0.5.0:*:*:*:*:*:*:*
  • 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:0.10.0:rc0:*:*:*:*:*:*
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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:rc0:*:*:*:*:*:*
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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:1.1.0:-:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.2.0:-:*:*:*:*:*:*
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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:*:*:*:*:*:*
    cpe:2.3:a:google:tensorflow:1.6.0:rc1:*:*:*:*:*:*
  • cpe:2.3:a:google:tensorflow:1.7.0:-:*:*:*:*:*:*
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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:1.8.0:rc1:*:*:*:*:*:*
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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:*:*:*:*:*:*
    cpe:2.3:a:google:tensorflow:1.9.0:rc2:*:*:*:*:*:*
  • 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:rc2:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.12.2:*:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.13.0:rc0:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.14.0:*:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.15.0:*:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:2.3.2:*:*:*:*:*:*:*
    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 - 16:58)
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 - 16:58
Published 14-05-2021 - 20:15
Last modified 19-05-2021 - 16:58
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