CVE-2022-36014 – tensorflow

Package

Manager: pip
Name: tensorflow
Vulnerable Version: >=0 <2.7.2 || >=2.8.0 <2.8.1 || >=2.9.0 <2.9.1

Severity

Level: Medium

CVSS v3.1: CVSS:3.1/AV:N/AC:H/PR:N/UI:N/S:U/C:N/I:N/A:H

CVSS v4.0: CVSS:4.0/AV:N/AC:H/AT:N/PR:N/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N

EPSS: 0.00334 pctl0.55606

Details

TensorFlow vulnerable to null-dereference in `mlir::tfg::TFOp::nameAttr` ### Impact When [`mlir::tfg::TFOp::nameAttr`](https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/ir/importexport/graphdef_import.cc) receives null type list attributes, it crashes. ```cpp StatusOr<unsigned> GraphDefImporter::ArgNumType(const NamedAttrList &attrs, const OpDef::ArgDef &arg_def, SmallVectorImpl<Type> &types) { // Check whether a type list attribute is specified. if (!arg_def.type_list_attr().empty()) { if (auto v = attrs.get(arg_def.type_list_attr()).dyn_cast<ArrayAttr>()) { for (Attribute attr : v) { if (auto dtype = attr.dyn_cast<TypeAttr>()) { types.push_back(UnrankedTensorType::get(dtype.getValue())); } else { return InvalidArgument("Expected '", arg_def.type_list_attr(), "' to be a list of types"); } } return v.size(); } return NotFound("Type attr not found: ", arg_def.type_list_attr()); } unsigned num = 1; // Check whether a number attribute is specified. if (!arg_def.number_attr().empty()) { if (auto v = attrs.get(arg_def.number_attr()).dyn_cast<IntegerAttr>()) { num = v.getValue().getZExtValue(); } else { return NotFound("Type attr not found: ", arg_def.number_attr()); } } // Check for a type or type attribute. Type dtype; if (arg_def.type() != DataType::DT_INVALID) { TF_RETURN_IF_ERROR(ConvertDataType(arg_def.type(), b_, &dtype)); } else if (arg_def.type_attr().empty()) { return InvalidArgument("Arg '", arg_def.name(), "' has invalid type and no type attribute"); } else { if (auto v = attrs.get(arg_def.type_attr()).dyn_cast<TypeAttr>()) { dtype = v.getValue(); } else { return NotFound("Type attr not found: ", arg_def.type_attr()); } } types.append(num, UnrankedTensorType::get(dtype)); return num; } ``` ### Patches We have patched the issue in GitHub commits [3a754740d5414e362512ee981eefba41561a63a6](https://github.com/tensorflow/tensorflow/commit/3a754740d5414e362512ee981eefba41561a63a6) and [a0f0b9a21c9270930457095092f558fbad4c03e5](https://github.com/tensorflow/tensorflow/commit/a0f0b9a21c9270930457095092f558fbad4c03e5). The fix will be included in TensorFlow 2.10.0. We will also cherrypick this commit on TensorFlow 2.9.1, TensorFlow 2.8.1, and TensorFlow 2.7.2, as these are also affected and still in supported range. ### 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.

Metadata

Created: 2022-09-16T21:20:58Z
Modified: 2022-09-19T19:03:26Z
Source: https://github.com/github/advisory-database/blob/main/advisories/github-reviewed/2022/09/GHSA-7j3m-8g3c-9qqq/GHSA-7j3m-8g3c-9qqq.json
CWE IDs: ["CWE-476"]
Alternative ID: GHSA-7j3m-8g3c-9qqq
Finding: F002
Auto approve: 1