python的TensorFlow机器学习工具库源代码

# TensorFlow Security Advisories C++ fuzzing: [](https://bugs.chromium.org/p/oss-fuzz/issues/list?sort=-opened&can=1&q=proj:tensorflow) Python fuzzing: [](https://bugs.chromium.org/p/oss-fuzz/issues/list?sort=-opened&can=1&q=proj:tensorflow-py) We regularly publish security advisories about using TensorFlow. *Note*: In conjunction with these security advisories, we strongly encourage TensorFlow users to read and understand TensorFlow's security model as outlined in [SECURITY.md](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md). | Advisory Number | Type | Versions affected | Reported by | Additional Information | ------------------------------------------------------------------------------------------------------------------- | ---------------------------------------------------------------------------------- | :-----------------: | ---------------------------------------------------------------------------------- | -------------------------------------------------------------- | [TFSA-2023-020](https://github.com/tensorflow/tensorflow/blob/master/tensorflow/security/advisory/tfsa-2023-020.md) | OOB Read in GRUBlockCellGrad | <= 2.12.0 | r3pwnx of 360 AIVul Team | | [TFSA-2023-019](https://github.com/tensorflow/tensorflow/blob/master/tensorflow/security/advisory/tfsa-2023-019.md) | FPE in AvgPoolGrad with XLA | <= 2.12.0 | r3pwnx of 360 AIVul Team | | [TFSA-2023-018](https://github.com/tensorflow/tensorflow/blob/master/tensorflow/security/advisory/tfsa-2023-018.md) | OOB read in DynamicStitch | <= 2.12.0 | Google OSS VRP | | [TFSA-2023-017](https://github.com/tensorflow/tensorflow/blob/master/tensorflow/security/advisory/tfsa-2023-017.md) | NPE in QuantizedMatMulWithBiasAndDequantize | <= 2.12.0 | r3pwnx of 360 AIVul Team | | [TFSA-2023-016](https://github.com/tensorflow/tensorflow/blob/master/tensorflow/security/advisory/tfsa-2023-016.md) | Seg fault in `tf.raw_ops.Print` | <= 2.12.0 | Yu Tian of Qihoo 360 AIVul Team | | [TFSA-2023-015](https://github.com/tensorflow/tensorflow/blob/master/tensorflow/security/advisory/tfsa-2023-015.md) | Segmentation fault in tfg-translate | <= 2.12.0 | r3pwnx of 360 AIVul Team | | [TFSA-2023-014](https://github.com/tensorflow/tensorflow/blob/master/tensorflow/security/advisory/tfsa-2023-014.md) | Integer overflow in EditDistance | <= 2.12.0 | r3pwnx of 360 AIVul Team | | [TFSA-2023-013](https://github.com/tensorflow/tensorflow/blob/master/tensorflow/security/advisory/tfsa-2023-013.md) | FPE in TensorListSplit with XLA | <= 2.12.0 | r3pwnx of 360 AIVul Team | | [TFSA-2023-012](https://github.com/tensorflow/tensorflow/blob/master/tensorflow/security/advisory/tfsa-2023-012.md) | NPE in TensorArrayConcatV2 | <= 2.12.0 | Yu Tian of Qihoo 360 AIVul Team | | [TFSA-2023-011](https://github.com/tensorflow/tensorflow/blob/master/tensorflow/security/advisory/tfsa-2023-011.md) | FPE in TensorListSplit with XLA | <= 2.12.0 | r3pwnx of 360 AIVul Team | | [TFSA-2023-010](https://github.com/tensorflow/tensorflow/blob/master/tensorflow/security/advisory/tfsa-2023-010.md) | Heap-buffer-overflow in AvgPoolGrad | <= 2.12.0 | evn@google.com | | [TFSA-2023-009](https://github.com/tensorflow/tensorflow/blob/master/tensorflow/security/advisory/tfsa-2023-009.md) | NPE in RandomShuffle with XLA enable | <= 2.12.0 | r3pwnx of 360 AIVul Team | | [TFSA-2023-008](https://github.com/tensorflow/tensorflow/blob/master/tensorflow/security/advisory/tfsa-2023-008.md) | FPE in AudioSpectrogram | <= 2.12.0 | r3pwnx of 360 AIVul Team | | [TFSA-2023-007](https://github.com/tensorflow/tensorflow/blob/master/tensorflow/security/advisory/tfsa-2023-007.md) | Segfault in Bincount with XLA | <= 2.12.0 | r3pwnx of 360 AIVul Team | | [TFSA-2023-006](https://github.com/tensorflow/tensorflow/blob/master/tensorflow/security/advisory/tfsa-2023-006.md) | NPE in SparseSparseMaximum | <= 2.12.0 | Yu Tian of Qihoo 360 AIVul Team | | [TFSA-2023-005](https://github.com/tensorflow/tensorflow/blob/master/tensorflow/security/advisory/tfsa-2023-005.md) | Null dereference on ParallelConcat with XLA | <= 2.12.0 | r3pwnx of 360 AIVul Team | | [TFSA-2023-004](https://github.com/tensorflow/tensorflow/blob/master/tensorflow/security/advisory/tfsa-2023-004.md) | Segfault when opening multiframe gif | <= 2.12.0 | Andrei | | [TFSA-2023-003](https://github.com/tensorflow/tensorflow/blob/master/tensorflow/security/advisory/tfsa-2023-003.md) | Double free in Fractional(Max/Avg)Pool | <= 2.12.0 | https://github.com/dmc1778 of nimashiri2012@gmail.com | | [TFSA-2023-002](https://github.com/tensorflow/tensorflow/blob/master/tensorflow/security/advisory/tfsa-2023-002.md) | A heap out-of-buffer read vulnerability in the QuantizeAndDequantize operation | <= 2.12.0 | | | [TFSA-2023-001](https://github.com/tensorflow/tensorflow/blob/master/tensorflow/security/advisory/tfsa-2023-001.md) | FPE in TFLite in conv kernel | <= 2.12.0 | Wang Xuan of Qihoo 360 AIVul Team | | [TFSA-2022-170](https://github.com/tensorflow/tensorflow/blob/master/tensorflow/security/advisory/tfsa-2022-170.md) | `CHECK` fail in `TensorListScatter` and `TensorListScatterV2` in eager mode | <= 2.11.0 | Pattarakrit Rattankul | | [TFSA-2022-169](https://github.com/tensorflow/tensorflow/blob/master/tensorflow/security/advisory/tfsa-2022-169.md) | `CHECK` failure in `SobolSample` via missing validation | <= 2.11.0 | (multiple authors) | | [TFSA-2022-168](https://github.com/tensorflow/tensorflow/blob/master/tensorflow/security/advisory/tfsa-2022-168.md) | Heap overflow in `QuantizeAndDequantizeV2` | <= 2.11.0 | Reported via OSS VRP | | [TFSA-2022-167](https://github.com/tensorflow/tensorflow/blob/master/tensorflow/security/advisory/tfsa-2022-167.md) | OOB write in grappler | <= 2.11.0 | (discovered internall