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osvGoogleOSV:PYSEC-2020-287
HistorySep 25, 2020 - 7:15 p.m.

PYSEC-2020-287

2020-09-2519:15:00
Google
osv.dev
12
tensorflow-lite
negative values
indexing
security issue
bounds access
code execution

EPSS

0.003

Percentile

68.3%

In tensorflow-lite before versions 1.15.4, 2.0.3, 2.1.2, 2.2.1 and 2.3.1, to mimic Python’s indexing with negative values, TFLite uses ResolveAxis to convert negative values to positive indices. However, the only check that the converted index is now valid is only present in debug builds. If the DCHECK does not trigger, then code execution moves ahead with a negative index. This, in turn, results in accessing data out of bounds which results in segfaults and/or data corruption. The issue is patched in commit 2d88f470dea2671b430884260f3626b1fe99830a, and is released in TensorFlow versions 1.15.4, 2.0.3, 2.1.2, 2.2.1, or 2.3.1.

EPSS

0.003

Percentile

68.3%