CVE-2020-15211: Vulnerability Analysis & Exploit Details

Status: Analyzed - Last modified: 16-09-2021 Published: 25-09-2020

CVE-2020-15211
Vulnerability Scoring

4.8
/10

Attack Complexity Details

  • Attack Complexity: HIGH IMPACT
  • Attack Vector: NETWORK
  • Privileges Required: None
  • Scope: UNCHANGED
  • User Interaction: NONE

CIA Impact Definition

  • Confidentiality: Low Impact
  • Integrity: Low Impact
  • Availability:

CVE-2020-15211 Vulnerability Summary

In TensorFlow Lite before versions 1.15.4, 2.0.3, 2.1.2, 2.2.1 and 2.3.1, saved models in the flatbuffer format use a double indexing scheme: a model has a set of subgraphs, each subgraph has a set of operators and each operator has a set of input/output tensors. The flatbuffer format uses indices for the tensors, indexing into an array of tensors that is owned by the subgraph. This results in a pattern of double array indexing when trying to get the data of each tensor. However, some operators can have some tensors be optional. To handle this scenario, the flatbuffer model uses a negative `-1` value as index for these tensors. This results in special casing during validation at model loading time. Unfortunately, this means that the `-1` index is a valid tensor index for any operator, including those that don't expect optional inputs and including for output tensors. Thus, this allows writing and reading from outside the bounds of heap allocated arrays, although only at a specific offset from the start of these arrays. This results in both read and write gadgets, albeit very limited in scope. The issue is patched in several commits (46d5b0852, 00302787b7, e11f5558, cd31fd0ce, 1970c21, and fff2c83), and is released in TensorFlow versions 1.15.4, 2.0.3, 2.1.2, 2.2.1, or 2.3.1. A potential workaround would be to add a custom `Verifier` to the model loading code to ensure that only operators which accept optional inputs use the `-1` special value and only for the tensors that they expect to be optional. Since this allow-list type approach is erro-prone, we advise upgrading to the patched code.

Access Complexity Graph for CVE-2020-15211

Impact Analysis for CVE-2020-15211

CVE-2020-15211: Detailed Information and External References

EPSS

0.00258

EPSS %

0.65131

References

0.00258

CWE

CWE-787

Vulnerable Configurations

  • cpe:2.3:a:google:tensorflow:-:*:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:-:*:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:-:*:*:*:lite:*:*:*
    cpe:2.3:a:google:tensorflow:-:*:*:*:lite:*:*:*
  • cpe:2.3:a:google:tensorflow:0.1.7:*:*:*:lite:*:*:*
    cpe:2.3:a:google:tensorflow:0.1.7:*:*:*:lite:*:*:*
  • cpe:2.3:a:google:tensorflow:0.5.0:*:*:*:*:*:*:*
    cpe:2.3:a:google:tensorflow:0.5.0:*:*:*:*:*:*:*
  • cpe:2.3:a:google:tensorflow:0.5.0:*:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:0.5.0:*:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:0.5.0:*:*:*:lite:*:*:*
    cpe:2.3:a:google:tensorflow:0.5.0:*:*:*:lite:*:*:*
  • cpe:2.3:a:google:tensorflow:0.6.0:*:*:*:*:*:*:*
    cpe:2.3:a:google:tensorflow:0.6.0:*:*:*:*:*:*:*
  • cpe:2.3:a:google:tensorflow:0.6.0:*:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:0.6.0:*:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:0.6.0:*:*:*:lite:*:*:*
    cpe:2.3:a:google:tensorflow:0.6.0:*:*:*:lite:*:*:*
  • cpe:2.3:a:google:tensorflow:0.7.0:*:*:*:*:*:*:*
    cpe:2.3:a:google:tensorflow:0.7.0:*:*:*:*:*:*:*
  • cpe:2.3:a:google:tensorflow:0.7.0:*:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:0.7.0:*:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:0.7.0:*:*:*:lite:*:*:*
    cpe:2.3:a:google:tensorflow:0.7.0:*:*:*:lite:*:*:*
  • cpe:2.3:a:google:tensorflow:0.7.1:*:*:*:*:*:*:*
    cpe:2.3:a:google:tensorflow:0.7.1:*:*:*:*:*:*:*
  • cpe:2.3:a:google:tensorflow:0.7.1:*:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:0.7.1:*:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:0.7.1:*:*:*:lite:*:*:*
    cpe:2.3:a:google:tensorflow:0.7.1:*:*:*:lite:*:*:*
  • 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:-:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:0.8.0:-:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:0.8.0:-:*:*:lite:*:*:*
    cpe:2.3:a:google:tensorflow:0.8.0:-:*:*:lite:*:*:*
  • 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:0.8.0:rc0:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:0.8.0:rc0:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:0.8.0:rc0:*:*:lite:*:*:*
    cpe:2.3:a:google:tensorflow:0.8.0:rc0:*:*:lite:*:*:*
  • 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:-:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:0.9.0:-:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:0.9.0:-:*:*:lite:*:*:*
    cpe:2.3:a:google:tensorflow:0.9.0:-:*:*:lite:*:*:*
  • 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:0.9.0:rc0:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:0.9.0:rc0:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:0.9.0:rc0:*:*:lite:*:*:*
    cpe:2.3:a:google:tensorflow:0.9.0:rc0:*:*:lite:*:*:*
  • 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:-:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:0.10.0:-:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:0.10.0:-:*:*:lite:*:*:*
    cpe:2.3:a:google:tensorflow:0.10.0:-:*:*:lite:*:*:*
  • 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:0.10.0:rc0:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:0.10.0:rc0:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:0.10.0:rc0:*:*:lite:*:*:*
    cpe:2.3:a:google:tensorflow:0.10.0:rc0:*:*:lite:*:*:*
  • 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:-:*:*:-:*:*:*
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  • cpe:2.3:a:google:tensorflow:0.11.0:-:*:*:lite:*:*:*
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  • 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:rc0:*:*:-:*:*:*
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  • cpe:2.3:a:google:tensorflow:0.11.0:rc0:*:*:lite:*:*:*
    cpe:2.3:a:google:tensorflow:0.11.0:rc0:*:*:lite:*:*:*
  • 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:rc1:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:0.11.0:rc1:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:0.11.0:rc1:*:*:lite:*:*:*
    cpe:2.3:a:google:tensorflow:0.11.0:rc1:*:*:lite:*:*:*
  • 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:0.11.0:rc2:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:0.11.0:rc2:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:0.11.0:rc2:*:*:lite:*:*:*
    cpe:2.3:a:google:tensorflow:0.11.0:rc2:*:*:lite:*:*:*
  • cpe:2.3:a:google:tensorflow:0.12.0:-:*:*:*:*:*:*
    cpe:2.3:a:google:tensorflow:0.12.0:-:*:*:*:*:*:*
  • cpe:2.3:a:google:tensorflow:0.12.0:*:*:*:lite:*:*:*
    cpe:2.3:a:google:tensorflow:0.12.0:*:*:*:lite:*:*:*
  • cpe:2.3:a:google:tensorflow:0.12.0:-:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:0.12.0:-:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:0.12.0:rc0:*:*:*:*:*:*
    cpe:2.3:a:google:tensorflow:0.12.0:rc0:*:*:*:*:*:*
  • cpe:2.3:a:google:tensorflow:0.12.0:rc0:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:0.12.0:rc0:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:0.12.0:rc1:*:*:*:*:*:*
    cpe:2.3:a:google:tensorflow:0.12.0:rc1:*:*:*:*:*:*
  • cpe:2.3:a:google:tensorflow:0.12.0:rc1:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:0.12.0:rc1:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:0.12.1:*:*:*:*:*:*:*
    cpe:2.3:a:google:tensorflow:0.12.1:*:*:*:*:*:*:*
  • cpe:2.3:a:google:tensorflow:0.12.1:*:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:0.12.1:*:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:0.12.1:*:*:*:lite:*:*:*
    cpe:2.3:a:google:tensorflow:0.12.1:*:*:*:lite:*:*:*
  • cpe:2.3:a:google:tensorflow:1.0.0:-:*:*:*:*:*:*
    cpe:2.3:a:google:tensorflow:1.0.0:-:*:*:*:*:*:*
  • cpe:2.3:a:google:tensorflow:1.0.0:-:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:1.0.0:-:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:1.0.0:-:*:*:lite:*:*:*
    cpe:2.3:a:google:tensorflow:1.0.0:-:*:*:lite:*:*:*
  • cpe:2.3:a:google:tensorflow:1.0.0:rc0:*:*:*:*:*:*
    cpe:2.3:a:google:tensorflow:1.0.0:rc0:*:*:*:*:*:*
  • cpe:2.3:a:google:tensorflow:1.0.0:rc0:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:1.0.0:rc0:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:1.0.0:rc0:*:*:lite:*:*:*
    cpe:2.3:a:google:tensorflow:1.0.0:rc0:*:*:lite:*:*:*
  • 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:rc1:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:1.0.0:rc1:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:1.0.0:rc1:*:*:lite:*:*:*
    cpe:2.3:a:google:tensorflow:1.0.0:rc1:*:*:lite:*:*:*
  • cpe:2.3:a:google:tensorflow:1.0.0:rc2:*:*:*:*:*:*
    cpe:2.3:a:google:tensorflow:1.0.0:rc2:*:*:*:*:*:*
  • cpe:2.3:a:google:tensorflow:1.0.0:rc2:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:1.0.0:rc2:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:1.0.0:rc2:*:*:lite:*:*:*
    cpe:2.3:a:google:tensorflow:1.0.0:rc2:*:*:lite:*:*:*
  • cpe:2.3:a:google:tensorflow:1.0.0:alpha:*:*:*:*:*:*
    cpe:2.3:a:google:tensorflow:1.0.0:alpha:*:*:*:*:*:*
  • cpe:2.3:a:google:tensorflow:1.0.0:alpha:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:1.0.0:alpha:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:1.0.0:alpha:*:*:lite:*:*:*
    cpe:2.3:a:google:tensorflow:1.0.0:alpha:*:*:lite:*:*:*
  • cpe:2.3:a:google:tensorflow:1.0.1:*:*:*:*:*:*:*
    cpe:2.3:a:google:tensorflow:1.0.1:*:*:*:*:*:*:*
  • cpe:2.3:a:google:tensorflow:1.0.1:*:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:1.0.1:*:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:1.0.1:*:*:*:lite:*:*:*
    cpe:2.3:a:google:tensorflow:1.0.1:*:*:*:lite:*:*:*
  • cpe:2.3:a:google:tensorflow:1.1.0:-:*:*:*:*:*:*
    cpe:2.3:a:google:tensorflow:1.1.0:-:*:*:*:*:*:*
  • cpe:2.3:a:google:tensorflow:1.1.0:-:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:1.1.0:-:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:1.1.0:-:*:*:lite:*:*:*
    cpe:2.3:a:google:tensorflow:1.1.0:-:*:*:lite:*:*:*
  • 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:rc0:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:1.1.0:rc0:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:1.1.0:rc0:*:*:lite:*:*:*
    cpe:2.3:a:google:tensorflow:1.1.0:rc0:*:*:lite:*:*:*
  • 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:rc1:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:1.1.0:rc1:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:1.1.0:rc1:*:*:lite:*:*:*
    cpe:2.3:a:google:tensorflow:1.1.0:rc1:*:*:lite:*:*:*
  • cpe:2.3:a:google:tensorflow:1.1.0:rc2:*:*:*:*:*:*
    cpe:2.3:a:google:tensorflow:1.1.0:rc2:*:*:*:*:*:*
  • cpe:2.3:a:google:tensorflow:1.1.0:rc2:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:1.1.0:rc2:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:1.1.0:rc2:*:*:lite:*:*:*
    cpe:2.3:a:google:tensorflow:1.1.0:rc2:*:*:lite:*:*:*
  • cpe:2.3:a:google:tensorflow:1.2.0:-:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.2.0:-:*:*:-:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.2.0:-:*:*:lite:*:*:*
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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:rc0:*:*:-:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.2.0:rc0:*:*:lite:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.2.0:rc1:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.2.0:rc1:*:*:-:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.2.0:rc1:*:*:lite:*:*:*
    cpe:2.3:a:google:tensorflow:1.2.0:rc1:*:*:lite:*:*:*
  • cpe:2.3:a:google:tensorflow:1.2.0:rc2:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.2.0:rc2:*:*:-:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.2.0:rc2:*:*:lite:*:*:*
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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:-:*:*:*:*:*:*
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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:rc0:*:*:lite:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.3.0:rc1:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.3.0:rc1:*:*:-:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.3.0:rc1:*:*:lite:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.3.0:rc2:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.3.0:rc2:*:*:-:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.3.0:rc2:*:*:lite:*:*:*
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  • 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:-:*:*:-:*:*:*
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    cpe:2.3:a:google:tensorflow:1.14.0:-:*:*:*:*:*:*
  • cpe:2.3:a:google:tensorflow:1.14.0:-:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:1.14.0:-:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:1.14.0:-:*:*:lite:*:*:*
    cpe:2.3:a:google:tensorflow:1.14.0:-:*:*:lite:*:*:*
  • cpe:2.3:a:google:tensorflow:1.14.0:rc0:*:*:*:*:*:*
    cpe:2.3:a:google:tensorflow:1.14.0:rc0:*:*:*:*:*:*
  • cpe:2.3:a:google:tensorflow:1.14.0:rc0:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:1.14.0:rc0:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:1.14.0:rc0:*:*:lite:*:*:*
    cpe:2.3:a:google:tensorflow:1.14.0:rc0:*:*:lite:*:*:*
  • cpe:2.3:a:google:tensorflow:1.14.0:rc1:*:*:*:*:*:*
    cpe:2.3:a:google:tensorflow:1.14.0:rc1:*:*:*:*:*:*
  • cpe:2.3:a:google:tensorflow:1.14.0:rc1:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:1.14.0:rc1:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:1.14.0:rc1:*:*:lite:*:*:*
    cpe:2.3:a:google:tensorflow:1.14.0:rc1:*:*:lite:*:*:*
  • cpe:2.3:a:google:tensorflow:1.15.0:-:*:*:*:*:*:*
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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:-:*:*:lite:*:*:*
  • cpe:2.3:a:google:tensorflow:1.15.0:rc0:*:*:*:*:*:*
    cpe:2.3:a:google:tensorflow:1.15.0:rc0:*:*:*:*:*:*
  • cpe:2.3:a:google:tensorflow:1.15.0:rc0:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:1.15.0:rc0:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:1.15.0:rc0:*:*:lite:*:*:*
    cpe:2.3:a:google:tensorflow:1.15.0:rc0:*:*:lite:*:*:*
  • cpe:2.3:a:google:tensorflow:1.15.0:rc1:*:*:*:*:*:*
    cpe:2.3:a:google:tensorflow:1.15.0:rc1:*:*:*:*:*:*
  • cpe:2.3:a:google:tensorflow:1.15.0:rc1:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:1.15.0:rc1:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:1.15.0:rc1:*:*:lite:*:*:*
    cpe:2.3:a:google:tensorflow:1.15.0:rc1:*:*:lite:*:*:*
  • cpe:2.3:a:google:tensorflow:1.15.0:rc2:*:*:*:*:*:*
    cpe:2.3:a:google:tensorflow:1.15.0:rc2:*:*:*:*:*:*
  • cpe:2.3:a:google:tensorflow:1.15.0:rc2:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:1.15.0:rc2:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:1.15.0:rc2:*:*:lite:*:*:*
    cpe:2.3:a:google:tensorflow:1.15.0:rc2:*:*:lite:*:*:*
  • cpe:2.3:a:google:tensorflow:1.15.0:rc3:*:*:*:*:*:*
    cpe:2.3:a:google:tensorflow:1.15.0:rc3:*:*:*:*:*:*
  • cpe:2.3:a:google:tensorflow:1.15.0:rc3:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:1.15.0:rc3:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:1.15.0:rc3:*:*:lite:*:*:*
    cpe:2.3:a:google:tensorflow:1.15.0:rc3:*:*:lite:*:*:*
  • cpe:2.3:a:google:tensorflow:1.15.2:*:*:*:*:*:*:*
    cpe:2.3:a:google:tensorflow:1.15.2:*:*:*:*:*:*:*
  • cpe:2.3:a:google:tensorflow:1.15.2:*:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:1.15.2:*:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:1.15.2:*:*:*:lite:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.15.3:*:*:*:*:*:*:*
    cpe:2.3:a:google:tensorflow:1.15.3:*:*:*:*:*:*:*
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    cpe:2.3:a:google:tensorflow:1.15.3:*:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:1.15.3:*:*:*:lite:*:*:*
    cpe:2.3:a:google:tensorflow:1.15.3:*:*:*:lite:*:*:*
  • cpe:2.3:a:google:tensorflow:2.0.0:-:*:*:*:*:*:*
    cpe:2.3:a:google:tensorflow:2.0.0:-:*:*:*:*:*:*
  • cpe:2.3:a:google:tensorflow:2.0.0:-:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:2.0.0:-:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:2.0.0:-:*:*:lite:*:*:*
    cpe:2.3:a:google:tensorflow:2.0.0:-:*:*:lite:*:*:*
  • cpe:2.3:a:google:tensorflow:2.0.0:rc0:*:*:*:*:*:*
    cpe:2.3:a:google:tensorflow:2.0.0:rc0:*:*:*:*:*:*
  • cpe:2.3:a:google:tensorflow:2.0.0:rc0:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:2.0.0:rc0:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:2.0.0:rc0:*:*:lite:*:*:*
    cpe:2.3:a:google:tensorflow:2.0.0:rc0:*:*:lite:*:*:*
  • cpe:2.3:a:google:tensorflow:2.0.0:rc1:*:*:*:*:*:*
    cpe:2.3:a:google:tensorflow:2.0.0:rc1:*:*:*:*:*:*
  • cpe:2.3:a:google:tensorflow:2.0.0:rc1:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:2.0.0:rc1:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:2.0.0:rc1:*:*:lite:*:*:*
    cpe:2.3:a:google:tensorflow:2.0.0:rc1:*:*:lite:*:*:*
  • cpe:2.3:a:google:tensorflow:2.0.0:rc2:*:*:*:*:*:*
    cpe:2.3:a:google:tensorflow:2.0.0:rc2:*:*:*:*:*:*
  • cpe:2.3:a:google:tensorflow:2.0.0:rc2:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:2.0.0:rc2:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:2.0.0:rc2:*:*:lite:*:*:*
    cpe:2.3:a:google:tensorflow:2.0.0:rc2:*:*:lite:*:*:*
  • cpe:2.3:a:google:tensorflow:2.0.0:beta0:*:*:*:*:*:*
    cpe:2.3:a:google:tensorflow:2.0.0:beta0:*:*:*:*:*:*
  • cpe:2.3:a:google:tensorflow:2.0.0:beta0:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:2.0.0:beta0:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:2.0.0:beta0:*:*:lite:*:*:*
    cpe:2.3:a:google:tensorflow:2.0.0:beta0:*:*:lite:*:*:*
  • cpe:2.3:a:google:tensorflow:2.0.0:beta1:*:*:*:*:*:*
    cpe:2.3:a:google:tensorflow:2.0.0:beta1:*:*:*:*:*:*
  • cpe:2.3:a:google:tensorflow:2.0.0:beta1:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:2.0.0:beta1:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:2.0.0:beta1:*:*:lite:*:*:*
    cpe:2.3:a:google:tensorflow:2.0.0:beta1:*:*:lite:*:*:*
  • cpe:2.3:a:google:tensorflow:2.0.0:alpha0:*:*:*:*:*:*
    cpe:2.3:a:google:tensorflow:2.0.0:alpha0:*:*:*:*:*:*
  • cpe:2.3:a:google:tensorflow:2.0.0:alpha0:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:2.0.0:alpha0:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:2.0.0:alpha0:*:*:lite:*:*:*
    cpe:2.3:a:google:tensorflow:2.0.0:alpha0:*:*:lite:*:*:*
  • cpe:2.3:a:google:tensorflow:2.0.1:*:*:*:*:*:*:*
    cpe:2.3:a:google:tensorflow:2.0.1:*:*:*:*:*:*:*
  • cpe:2.3:a:google:tensorflow:2.0.1:*:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:2.0.1:*:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:2.0.1:*:*:*:lite:*:*:*
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  • cpe:2.3:a:google:tensorflow:2.0.2:*:*:*:*:*:*:*
    cpe:2.3:a:google:tensorflow:2.0.2:*:*:*:*:*:*:*
  • cpe:2.3:a:google:tensorflow:2.0.2:*:*:*:-:*:*:*
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  • cpe:2.3:a:google:tensorflow:2.0.2:*:*:*:lite:*:*:*
    cpe:2.3:a:google:tensorflow:2.0.2:*:*:*:lite:*:*:*
  • cpe:2.3:a:google:tensorflow:2.1.0:-:*:*:*:*:*:*
    cpe:2.3:a:google:tensorflow:2.1.0:-:*:*:*:*:*:*
  • cpe:2.3:a:google:tensorflow:2.1.0:-:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:2.1.0:-:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:2.1.0:-:*:*:lite:*:*:*
    cpe:2.3:a:google:tensorflow:2.1.0:-:*:*:lite:*:*:*
  • cpe:2.3:a:google:tensorflow:2.1.0:rc0:*:*:*:*:*:*
    cpe:2.3:a:google:tensorflow:2.1.0:rc0:*:*:*:*:*:*
  • cpe:2.3:a:google:tensorflow:2.1.0:rc0:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:2.1.0:rc0:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:2.1.0:rc0:*:*:lite:*:*:*
    cpe:2.3:a:google:tensorflow:2.1.0:rc0:*:*:lite:*:*:*
  • cpe:2.3:a:google:tensorflow:2.1.0:rc1:*:*:*:*:*:*
    cpe:2.3:a:google:tensorflow:2.1.0:rc1:*:*:*:*:*:*
  • cpe:2.3:a:google:tensorflow:2.1.0:rc1:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:2.1.0:rc1:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:2.1.0:rc1:*:*:lite:*:*:*
    cpe:2.3:a:google:tensorflow:2.1.0:rc1:*:*:lite:*:*:*
  • cpe:2.3:a:google:tensorflow:2.1.0:rc2:*:*:*:*:*:*
    cpe:2.3:a:google:tensorflow:2.1.0:rc2:*:*:*:*:*:*
  • cpe:2.3:a:google:tensorflow:2.1.0:rc2:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:2.1.0:rc2:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:2.1.0:rc2:*:*:lite:*:*:*
    cpe:2.3:a:google:tensorflow:2.1.0:rc2:*:*:lite:*:*:*
  • cpe:2.3:a:google:tensorflow:2.1.1:*:*:*:*:*:*:*
    cpe:2.3:a:google:tensorflow:2.1.1:*:*:*:*:*:*:*
  • cpe:2.3:a:google:tensorflow:2.1.1:*:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:2.1.1:*:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:2.1.1:*:*:*:lite:*:*:*
    cpe:2.3:a:google:tensorflow:2.1.1:*:*:*:lite:*:*:*
  • cpe:2.3:a:google:tensorflow:2.2.0:-:*:*:*:*:*:*
    cpe:2.3:a:google:tensorflow:2.2.0:-:*:*:*:*:*:*
  • cpe:2.3:a:google:tensorflow:2.2.0:-:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:2.2.0:-:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:2.2.0:-:*:*:lite:*:*:*
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  • cpe:2.3:a:google:tensorflow:2.2.0:rc0:*:*:*:*:*:*
    cpe:2.3:a:google:tensorflow:2.2.0:rc0:*:*:*:*:*:*
  • cpe:2.3:a:google:tensorflow:2.2.0:rc0:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:2.2.0:rc0:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:2.2.0:rc0:*:*:lite:*:*:*
    cpe:2.3:a:google:tensorflow:2.2.0:rc0:*:*:lite:*:*:*
  • cpe:2.3:a:google:tensorflow:2.2.0:rc1:*:*:*:*:*:*
    cpe:2.3:a:google:tensorflow:2.2.0:rc1:*:*:*:*:*:*
  • cpe:2.3:a:google:tensorflow:2.2.0:rc1:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:2.2.0:rc1:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:2.2.0:rc1:*:*:lite:*:*:*
    cpe:2.3:a:google:tensorflow:2.2.0:rc1:*:*:lite:*:*:*
  • cpe:2.3:a:google:tensorflow:2.2.0:rc2:*:*:*:*:*:*
    cpe:2.3:a:google:tensorflow:2.2.0:rc2:*:*:*:*:*:*
  • cpe:2.3:a:google:tensorflow:2.2.0:rc2:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:2.2.0:rc2:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:2.2.0:rc2:*:*:lite:*:*:*
    cpe:2.3:a:google:tensorflow:2.2.0:rc2:*:*:lite:*:*:*
  • cpe:2.3:a:google:tensorflow:2.2.0:rc3:*:*:*:*:*:*
    cpe:2.3:a:google:tensorflow:2.2.0:rc3:*:*:*:*:*:*
  • cpe:2.3:a:google:tensorflow:2.2.0:rc3:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:2.2.0:rc3:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:2.2.0:rc3:*:*:lite:*:*:*
    cpe:2.3:a:google:tensorflow:2.2.0:rc3:*:*:lite:*:*:*
  • cpe:2.3:a:google:tensorflow:2.2.0:rc4:*:*:*:*:*:*
    cpe:2.3:a:google:tensorflow:2.2.0:rc4:*:*:*:*:*:*
  • cpe:2.3:a:google:tensorflow:2.2.0:rc4:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:2.2.0:rc4:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:2.2.0:rc4:*:*:lite:*:*:*
    cpe:2.3:a:google:tensorflow:2.2.0:rc4:*:*:lite:*:*:*
  • cpe:2.3:a:google:tensorflow:2.3.0:-:*:*:*:*:*:*
    cpe:2.3:a:google:tensorflow:2.3.0:-:*:*:*:*:*:*
  • cpe:2.3:a:google:tensorflow:2.3.0:-:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:2.3.0:-:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:2.3.0:-:*:*:lite:*:*:*
    cpe:2.3:a:google:tensorflow:2.3.0:-:*:*:lite:*:*:*
  • cpe:2.3:a:google:tensorflow:2.3.0:rc0:*:*:*:*:*:*
    cpe:2.3:a:google:tensorflow:2.3.0:rc0:*:*:*:*:*:*
  • cpe:2.3:a:google:tensorflow:2.3.0:rc0:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:2.3.0:rc0:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:2.3.0:rc0:*:*:lite:*:*:*
    cpe:2.3:a:google:tensorflow:2.3.0:rc0:*:*:lite:*:*:*
  • cpe:2.3:a:google:tensorflow:2.3.0:rc1:*:*:*:*:*:*
    cpe:2.3:a:google:tensorflow:2.3.0:rc1:*:*:*:*:*:*
  • cpe:2.3:a:google:tensorflow:2.3.0:rc1:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:2.3.0:rc1:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:2.3.0:rc1:*:*:lite:*:*:*
    cpe:2.3:a:google:tensorflow:2.3.0:rc1:*:*:lite:*:*:*
  • cpe:2.3:a:google:tensorflow:2.3.0:rc2:*:*:*:*:*:*
    cpe:2.3:a:google:tensorflow:2.3.0:rc2:*:*:*:*:*:*
  • cpe:2.3:a:google:tensorflow:2.3.0:rc2:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:2.3.0:rc2:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:2.3.0:rc2:*:*:lite:*:*:*
    cpe:2.3:a:google:tensorflow:2.3.0:rc2:*:*:lite:*:*:*
  • cpe:2.3:o:opensuse:leap:15.2:*:*:*:*:*:*:*
    cpe:2.3:o:opensuse:leap:15.2:*:*:*:*:*:*:*

CVSS3 Source

nvd@nist.gov

CVSS3 Type

Primary

CVSS3 Vector

CVSS:3.1/AV:N/AC:H/PR:N/UI:N/S:U/C:L/I:L/A:N

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