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prionPRIOn knowledge basePRION:CVE-2022-41887
HistoryNov 18, 2022 - 10:15 p.m.

Stack overflow

2022-11-1822:15:00
PRIOn knowledge base
www.prio-n.com
3
tensorflow
machine learning
y_pred
y_true
crash
fix
github
commit
c5b30379ba87cbe774b08ac50c1f6d36df4ebb7c
cherrypick
eigen behavior
nvd

8.7 High

AI Score

Confidence

High

0.001 Low

EPSS

Percentile

48.9%

TensorFlow is an open source platform for machine learning. tf.keras.losses.poisson receives a y_pred and y_true that are passed through functor::mul in BinaryOp. If the resulting dimensions overflow an int32, TensorFlow will crash due to a size mismatch during broadcast assignment. We have patched the issue in GitHub commit c5b30379ba87cbe774b08ac50c1f6d36df4ebb7c. The fix will be included in TensorFlow 2.11. We will also cherrypick this commit on TensorFlow 2.10.1 and 2.9.3, as these are also affected and still in supported range. However, we will not cherrypick this commit into TensorFlow 2.8.x, as it depends on Eigen behavior that changed between 2.8 and 2.9.

8.7 High

AI Score

Confidence

High

0.001 Low

EPSS

Percentile

48.9%