Vulnerability Database
290,020
Total vulnerabilities in the database
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.
| Software | From | Fixed in |
|---|---|---|
| google / tensorflow | 2.7.0 | 2.7.0.x |
tensorflow
|
2.7.0 | 2.7.0.x |
|
tensorflow
|
2.7.0 | 2.7.1 |
|
tensorflow-cpu
|
2.7.0 | 2.7.0.x |
|
tensorflow-cpu
|
2.7.0 | 2.7.1 |
|
tensorflow-gpu
|
2.7.0 | 2.7.0.x |
|
tensorflow-gpu
|
2.7.0 | 2.7.1 |