PYSEC-2020-289

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Import Source
https://github.com/pypa/advisory-database/blob/main/vulns/tensorflow-cpu/PYSEC-2020-289.yaml
JSON Data
https://api.osv.dev/v1/vulns/PYSEC-2020-289
Aliases
Published
2020-09-25T19:15:00Z
Modified
2023-12-06T01:00:17.183099Z
Summary
[none]
Details

In tensorflow-lite before versions 1.15.4, 2.0.3, 2.1.2, 2.2.1 and 2.3.1, a crafted TFLite model can force a node to have as input a tensor backed by a nullptr buffer. This can be achieved by changing a buffer index in the flatbuffer serialization to convert a read-only tensor to a read-write one. The runtime assumes that these buffers are written to before a possible read, hence they are initialized with nullptr. However, by changing the buffer index for a tensor and implicitly converting that tensor to be a read-write one, as there is nothing in the model that writes to it, we get a null pointer dereference. The issue is patched in commit 0b5662bc, and is released in TensorFlow versions 1.15.4, 2.0.3, 2.1.2, 2.2.1, or 2.3.1.

References

Affected packages

PyPI / tensorflow-cpu

Package

Affected ranges

Type
GIT
Repo
https://github.com/tensorflow/tensorflow
Events
Introduced
0 Unknown introduced commit / All previous commits are affected
Fixed
Type
ECOSYSTEM
Events
Introduced
0Unknown introduced version / All previous versions are affected
Fixed
1.15.4
Introduced
2.0.0
Fixed
2.0.3
Introduced
2.1.0
Fixed
2.1.2
Introduced
2.2.0
Fixed
2.2.1
Introduced
2.3.0
Fixed
2.3.1

Affected versions

1.*

1.15.0

2.*

2.1.0
2.1.1
2.2.0
2.3.0