CVE-2022-23594

Tensorflow is an Open Source Machine Learning Framework. The TFG dialect of TensorFlow (MLIR) makes several assumptions about the incoming `GraphDef` before converting it to the MLIR-based dialect. If an attacker changes the `SavedModel` format on disk to invalidate these assumptions and the `GraphDef` is then converted to MLIR-based IR then they can cause a crash in the Python interpreter. Under certain scenarios, heap OOB read/writes are possible. These issues have been discovered via fuzzing and it is possible that more weaknesses exist. We will patch them as they are discovered.
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Configurations

Configuration 1 (hide)

cpe:2.3:a:google:tensorflow:2.7.0:*:*:*:*:*:*:*

Information

Published : 2022-02-04 15:15

Updated : 2022-02-10 10:15


NVD link : CVE-2022-23594

Mitre link : CVE-2022-23594


JSON object : View

CWE
CWE-125

Out-of-bounds Read

CWE-787

Out-of-bounds Write

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Products Affected

google

  • tensorflow