GitHub Advisoryadvisory · PyPI

GHSA-7j3m-8g3c-9qqq TensorFlow vulnerable to null-dereference in `mlir::tfg::TFOp::nameAttr`

MEDIUM Published 2022-09-16 Modified 2022-09-19 Official page ↗
Aliases
CVE-2022-36014
Ecosystem
PyPI
Packages
tensorflow, tensorflow-cpu, tensorflow-gpu
Severity
Moderate
CVSS vector
CVSS:3.1/AV:N/AC:H/PR:N/UI:N/S:U/C:N/I:N/A:H
Weaknesses
CWE-476
Reviewed
2022-09-16

Affected packages

• PyPI tensorflow: < 2.7.2 → fixed in 2.7.2 • PyPI tensorflow: >= 2.8.0, < 2.8.1 → fixed in 2.8.1 • PyPI tensorflow: >= 2.9.0, < 2.9.1 → fixed in 2.9.1 • PyPI tensorflow-cpu: < 2.7.2 → fixed in 2.7.2 • PyPI tensorflow-cpu: >= 2.8.0, < 2.8.1 → fixed in 2.8.1 • PyPI tensorflow-cpu: >= 2.9.0, < 2.9.1 → fixed in 2.9.1 • PyPI tensorflow-gpu: < 2.7.2 → fixed in 2.7.2 • PyPI tensorflow-gpu: >= 2.8.0, < 2.8.1 → fixed in 2.8.1 • PyPI tensorflow-gpu: >= 2.9.0, < 2.9.1 → fixed in 2.9.1

Description

Impact When `mlir::tfg::TFOp::nameAttr` receives null type list attributes, it crashes. ```cpp StatusOr GraphDefImporter::ArgNumType(const NamedAttrList &attrs, const OpDef::ArgDef &arg_def, SmallVectorImpl &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()) { for (Attribute attr : v) { if (auto dtype = attr.dyn_cast()) { 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()) { 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()) { 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 and 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 for more information regarding the security model and how to contact us with issues and questions.

Related

Alias · CVE (1)

  • CVE-2022-36014 TensorFlow is an open source platform for machine learning. vulnerability

Weakness · CWE (1)

  • CWE-476 NULL Pointer Dereference weakness

References