Comments (2)
zjn-code
commented on April 27, 2024
When upgrade TFE to based on TF2, we find it's easy to forget assign op to a device, which is a serious security issue.
So we add a device check to make sure every share in the right device before construct a private tensor. But we only give a full test for ABY3 protocol after adding that check, since we mainly focus on ABY3 protocol. Thank you for opening this issue, we will fix this in the next commit. For now, if you don't care about security, you could just comment these checks.
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TammamT
commented on April 27, 2024
Thank you, will wait for the next commit
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Related Issues (20)
- Save and Load ABY3 Model
- Can this framework use encrypted training data to train network models? Are there any relevant cases to learn from? HOT 7
- version 0.8 federation-learning example seems contain an error in validation dataset setting HOT 2
- Scaling base question HOT 2
- 'NoneType' object has no attribute 'secure_seed' HOT 9
- TypeError: can only concatenate list (not "TensorShapeV1") to list. (An error in sample_seeded_uniform) HOT 2
- In the federated learning of examples, how to protect the DataOwner's gradient? HOT 1
- I can't install TF-Encrypted HOT 1
- Is it possible to evaluate the BaseModel with other keras metrics aside from binary and categorical accuracy? HOT 5
- Trying to better understand the framework beahavior HOT 2
- ValueError: Invalid dtype tf.int16 HOT 2
- why I can see all secret shares in one party? HOT 3
- Can't import tf_encrypted in Colab notebook
- windows install tf-encrypted issue HOT 2
- make: *** [Makefile:322：tf_encrypted/operations/secure_random/secure_random_module_tf_2.13.0.so]; make build error HOT 1
- DepthwiseConv2D output shape bug???
- WAN setting benchmarks. HOT 4
- ImportError: cannot import name 'glob_stateful_parallelism' from 'tensorflow.python.ops.while_v2' HOT 3
- fatal error: tensorflow/core/util/work_sharder.h: No such file or directory #include "tensorflow/core/util/work_sharder.h" HOT 1
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