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GHSA-qh32-6jjc-qprm

Null pointer dereference in tensorflow-lite

Source: GitHub Advisory Database (reviewed) High CVE-2020-15209

Packages

EcosystemPackageAffectedFixed in
PyPI tensorflow < 1.15.4 1.15.4
PyPI tensorflow >= 2.0.0, < 2.0.3 2.0.3
PyPI tensorflow >= 2.1.0, < 2.1.2 2.1.2
PyPI tensorflow >= 2.2.0, < 2.2.1 2.2.1
PyPI tensorflow >= 2.3.0, < 2.3.1 2.3.1
PyPI tensorflow-cpu < 1.15.4 1.15.4
PyPI tensorflow-cpu >= 2.0.0, < 2.0.3 2.0.3
PyPI tensorflow-cpu >= 2.1.0, < 2.1.2 2.1.2
PyPI tensorflow-cpu >= 2.2.0, < 2.2.1 2.2.1
PyPI tensorflow-cpu >= 2.3.0, < 2.3.1 2.3.1
PyPI tensorflow-gpu < 1.15.4 1.15.4
PyPI tensorflow-gpu >= 2.0.0, < 2.0.3 2.0.3
PyPI tensorflow-gpu >= 2.1.0, < 2.1.2 2.1.2
PyPI tensorflow-gpu >= 2.2.0, < 2.2.1 2.2.1
PyPI tensorflow-gpu >= 2.3.0, < 2.3.1 2.3.1

Details

As written in the advisory (Markdown source, shown as plain text).

### Impact A crafted TFLite model can force a node to have as input a tensor backed by a `nullptr` buffer. This can be achieved by changing a buffer index in the flatbuffer serialization to convert a read-only tensor to a read-write one. The runtime assumes that these buffers are written to before a possible read, hence they are initialized with `nullptr`: https://github.com/tensorflow/tensorflow/blob/0e68f4d3295eb0281a517c3662f6698992b7b2cf/tensorflow/lite/core/subgraph.cc#L1224-L1227 However, by changing the buffer index for a tensor and implicitly converting that tensor to be a read-write one, as there is nothing in the model that writes to it, we get a null pointer dereference. ### Patches We have patched the issue in 0b5662bc and will release patch releases for all versions between 1.15 and 2.3. We recommend users to upgrade to TensorFlow 1.15.4, 2.0.3, 2.1.2, 2.2.1, or 2.3.1. ### For more information Please consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions. ### Attribution This vulnerability has been reported by members of the Aivul Team from Qihoo 360 but was also discovered through variant analysis of [GHSA-cvpc-8phh-8f45](https://github.com/tensorflow/tensorflow/security/advisories/GHSA-cvpc-8phh-8f45).

References

External links from the advisory. They lead to third-party sites.