Vulnetix
Try Vulnetix Request Demo
CVE-2022-23594 PUBLISHED

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.

EPSS 0.02% · 4.6th percentile

Risk Scores

EPSS Score
0.02%
4.6th percentile

Affected Products

VendorProductVersions
Bitnamitensorflow2.7.0
Bitnamitensorflow2.7.0

Timeline

References

Open in Interactive Console →