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docs/source/whatsnew_1_6.md

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## Auto3DSeg: JSON-Based Algo Serialization
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Auto3DSeg algorithm objects are now serialized using JSON instead of pickle. This removes a class of security risks associated with pickle deserialization and improves cross-environment portability of saved algorithm states. Using pickle for serialization can be re-enabled by setting the environment variable `MONAI_ALLOW_PICKLE` to `1` or the equivaent true value.
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Auto3DSeg algorithm objects are now serialized using JSON instead of pickle. This removes a class of security risks associated with pickle deserialization and improves cross-environment portability of saved algorithm states. Using pickle for serialization can be re-enabled by setting the environment variable `MONAI_ALLOW_PICKLE` to `1` or the equivaent true value.
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This was implemented to address [GHSA-qxq5-qhx6-94qw](https://github.com/Project-MONAI/MONAI/security/advisories/GHSA-qxq5-qhx6-94qw).
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- Fixed `compute_shape_offset` non-tuple indexing for PyTorch ≥ 2.9
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- Auto3DSeg: fixed incorrect device resolution in analyzer and precomputed crop handling
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- Replaced `np.random.*` global calls with `np.random.RandomState` instances for reproducibility
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- Replaced `BaseException` with `Exception` across the codebase
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- Replaced `BaseException` with `Exception` across the codebase

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