NULL Pointer Dereference

Overview Affected versions of this package are vulnerable to NULL Pointer Dereference. When ctx-stepcontainter is a null ptr, the Lookup function will be executed with a null pointer. PoC import tensorflow as tf tf.rawops.TensorArrayConcatV2handle='a', 'b', flowin = 0.1, dtype=tf.int32,...

Out-of-bounds Read

Overview Affected versions of this package are vulnerable to Out-of-bounds Read if the parameter indices for DynamicStitch does not match the shape of the parameter data. PoC import tensorflow as tf func = tf.rawops.DynamicStitch para='indices': 0xdeadbeef, 405, 519, 758, 1015, 'data':...

Buffer Overflow

Overview Affected versions of this package are vulnerable to Buffer Overflow via tf.rawops.ImageProjectiveTransformV2 when a large output shape is given. Remediation Upgrade tensorflow-lite to version 2.12.0 or higher. References - GitHub Commit - Vulnerable Code Credit: Neophytos Christou from S...

Denial of Service (DoS)

Overview Affected versions of this package are vulnerable to Denial of Service DoS because the conversions from char to bool are undefined if the char is not 0 or 1. This can happen when printing a tensor: the data is got as a const char array and then it is typecasted to the element type. Detail...

Reachable Assertion

Overview Affected versions of this package are vulnerable to Reachable Assertion when tf.rawops.TensorListResize is given a nonscalar value for input size. It will results in a CHECK fail which can be used to trigger a denial of service attack. Remediation Upgrade tensorflow-lite to version 2.12....