PyPI package
tensorflow-cpu
pkg:pypi/tensorflow-cpu
Vulnerabilities (417)
| CVE | Sev | CVSS | KEV | Affected versions | Fixed in | Published | Description |
|---|---|---|---|---|---|---|---|
| CVE-2022-23578 | — | < 2.5.3 | 2.5.3 | Feb 4, 2022 | Tensorflow is an Open Source Machine Learning Framework. If a graph node is invalid, TensorFlow can leak memory in the implementation of `ImmutableExecutorState::Initialize`. Here, we set `item->kernel` to `nullptr` but it is a simple `OpKernel*` pointer so the memory that was pr | ||
| CVE-2022-23572 | — | < 2.5.3 | 2.5.3 | Feb 4, 2022 | Tensorflow is an Open Source Machine Learning Framework. Under certain scenarios, TensorFlow can fail to specialize a type during shape inference. This case is covered by the `DCHECK` function however, `DCHECK` is a no-op in production builds and an assertion failure in debug bui | ||
| CVE-2022-23573 | — | < 2.5.3 | 2.5.3 | Feb 4, 2022 | Tensorflow is an Open Source Machine Learning Framework. The implementation of `AssignOp` can result in copying uninitialized data to a new tensor. This later results in undefined behavior. The implementation has a check that the left hand side of the assignment is initialized (t | ||
| CVE-2022-23585 | — | < 2.5.3 | 2.5.3 | Feb 4, 2022 | Tensorflow is an Open Source Machine Learning Framework. When decoding PNG images TensorFlow can produce a memory leak if the image is invalid. After calling `png::CommonInitDecode(..., &decode)`, the `decode` value contains allocated buffers which can only be freed by calling `p | ||
| CVE-2022-23579 | — | < 2.5.3 | 2.5.3 | Feb 4, 2022 | Tensorflow is an Open Source Machine Learning Framework. The Grappler optimizer in TensorFlow can be used to cause a denial of service by altering a `SavedModel` such that `SafeToRemoveIdentity` would trigger `CHECK` failures. The fix will be included in TensorFlow 2.8.0. We will | ||
| CVE-2022-23580 | — | < 2.5.3 | 2.5.3 | Feb 4, 2022 | Tensorflow is an Open Source Machine Learning Framework. During shape inference, TensorFlow can allocate a large vector based on a value from a tensor controlled by the user. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, Te | ||
| CVE-2022-23581 | — | < 2.5.3 | 2.5.3 | Feb 4, 2022 | Tensorflow is an Open Source Machine Learning Framework. The Grappler optimizer in TensorFlow can be used to cause a denial of service by altering a `SavedModel` such that `IsSimplifiableReshape` would trigger `CHECK` failures. The fix will be included in TensorFlow 2.8.0. We wil | ||
| CVE-2022-23575 | — | < 2.5.3 | 2.5.3 | Feb 4, 2022 | Tensorflow is an Open Source Machine Learning Framework. The implementation of `OpLevelCostEstimator::CalculateTensorSize` is vulnerable to an integer overflow if an attacker can create an operation which would involve a tensor with large enough number of elements. The fix will b | ||
| CVE-2022-23576 | — | < 2.5.3 | 2.5.3 | Feb 4, 2022 | Tensorflow is an Open Source Machine Learning Framework. The implementation of `OpLevelCostEstimator::CalculateOutputSize` is vulnerable to an integer overflow if an attacker can create an operation which would involve tensors with large enough number of elements. We can have a l | ||
| CVE-2022-23588 | — | < 2.5.3 | 2.5.3 | Feb 4, 2022 | Tensorflow is an Open Source Machine Learning Framework. A malicious user can cause a denial of service by altering a `SavedModel` such that Grappler optimizer would attempt to build a tensor using a reference `dtype`. This would result in a crash due to a `CHECK`-fail in the `Te | ||
| CVE-2022-23589 | — | < 2.5.3 | 2.5.3 | Feb 4, 2022 | Tensorflow is an Open Source Machine Learning Framework. Under certain scenarios, Grappler component of TensorFlow can trigger a null pointer dereference. There are 2 places where this can occur, for the same malicious alteration of a `SavedModel` file (fixing the first one would | ||
| CVE-2022-23586 | — | < 2.5.3 | 2.5.3 | Feb 4, 2022 | Tensorflow is an Open Source Machine Learning Framework. A malicious user can cause a denial of service by altering a `SavedModel` such that assertions in `function.cc` would be falsified and crash the Python interpreter. The fix will be included in TensorFlow 2.8.0. We will also | ||
| CVE-2022-23583 | — | < 2.5.3 | 2.5.3 | Feb 4, 2022 | Tensorflow is an Open Source Machine Learning Framework. A malicious user can cause a denial of service by altering a `SavedModel` such that any binary op would trigger `CHECK` failures. This occurs when the protobuf part corresponding to the tensor arguments is modified such tha | ||
| CVE-2022-23582 | — | < 2.5.3 | 2.5.3 | Feb 4, 2022 | Tensorflow is an Open Source Machine Learning Framework. A malicious user can cause a denial of service by altering a `SavedModel` such that `TensorByteSize` would trigger `CHECK` failures. `TensorShape` constructor throws a `CHECK`-fail if shape is partial or has a number of ele | ||
| CVE-2022-23584 | — | < 2.5.3 | 2.5.3 | Feb 4, 2022 | Tensorflow is an Open Source Machine Learning Framework. A malicious user can cause a use after free behavior when decoding PNG images. After `png::CommonFreeDecode(&decode)` gets called, the values of `decode.width` and `decode.height` are in an unspecified state. The fix will b | ||
| CVE-2022-23592 | — | >= 2.8.0-rc0, < 2.8.0 | 2.8.0 | Feb 4, 2022 | Tensorflow is an Open Source Machine Learning Framework. TensorFlow's type inference can cause a heap out of bounds read as the bounds checking is done in a `DCHECK` (which is a no-op during production). An attacker can control the `input_idx` variable such that `ix` would be lar | ||
| CVE-2022-23587 | — | < 2.5.3 | 2.5.3 | Feb 4, 2022 | Tensorflow is an Open Source Machine Learning Framework. Under certain scenarios, Grappler component of TensorFlow is vulnerable to an integer overflow during cost estimation for crop and resize. Since the cropping parameters are user controlled, a malicious person can trigger un | ||
| CVE-2022-23595 | — | < 2.5.3 | 2.5.3 | Feb 4, 2022 | Tensorflow is an Open Source Machine Learning Framework. When building an XLA compilation cache, if default settings are used, TensorFlow triggers a null pointer dereference. In the default scenario, all devices are allowed, so `flr->config_proto` is `nullptr`. The fix will be in | ||
| CVE-2022-23594 | — | >= 2.7.0, < 2.7.1 | 2.7.1 | Feb 4, 2022 | Tensorflow is an Open Source Machine Learning Framework. The TFG dialect of TensorFlow (MLIR) makes several assumptions about the incoming `GraphDef` before converting it to the MLIR-based dialect. If an attacker changes the `SavedModel` format on disk to invalidate these assumpt | ||
| CVE-2022-23590 | — | < 2.7.1 | 2.7.1 | Feb 4, 2022 | Tensorflow is an Open Source Machine Learning Framework. A `GraphDef` from a TensorFlow `SavedModel` can be maliciously altered to cause a TensorFlow process to crash due to encountering a `StatusOr` value that is an error and forcibly extracting the value from it. We have patche |
- CVE-2022-23578Feb 4, 2022affected < 2.5.3fixed 2.5.3
Tensorflow is an Open Source Machine Learning Framework. If a graph node is invalid, TensorFlow can leak memory in the implementation of `ImmutableExecutorState::Initialize`. Here, we set `item->kernel` to `nullptr` but it is a simple `OpKernel*` pointer so the memory that was pr
- CVE-2022-23572Feb 4, 2022affected < 2.5.3fixed 2.5.3
Tensorflow is an Open Source Machine Learning Framework. Under certain scenarios, TensorFlow can fail to specialize a type during shape inference. This case is covered by the `DCHECK` function however, `DCHECK` is a no-op in production builds and an assertion failure in debug bui
- CVE-2022-23573Feb 4, 2022affected < 2.5.3fixed 2.5.3
Tensorflow is an Open Source Machine Learning Framework. The implementation of `AssignOp` can result in copying uninitialized data to a new tensor. This later results in undefined behavior. The implementation has a check that the left hand side of the assignment is initialized (t
- CVE-2022-23585Feb 4, 2022affected < 2.5.3fixed 2.5.3
Tensorflow is an Open Source Machine Learning Framework. When decoding PNG images TensorFlow can produce a memory leak if the image is invalid. After calling `png::CommonInitDecode(..., &decode)`, the `decode` value contains allocated buffers which can only be freed by calling `p
- CVE-2022-23579Feb 4, 2022affected < 2.5.3fixed 2.5.3
Tensorflow is an Open Source Machine Learning Framework. The Grappler optimizer in TensorFlow can be used to cause a denial of service by altering a `SavedModel` such that `SafeToRemoveIdentity` would trigger `CHECK` failures. The fix will be included in TensorFlow 2.8.0. We will
- CVE-2022-23580Feb 4, 2022affected < 2.5.3fixed 2.5.3
Tensorflow is an Open Source Machine Learning Framework. During shape inference, TensorFlow can allocate a large vector based on a value from a tensor controlled by the user. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, Te
- CVE-2022-23581Feb 4, 2022affected < 2.5.3fixed 2.5.3
Tensorflow is an Open Source Machine Learning Framework. The Grappler optimizer in TensorFlow can be used to cause a denial of service by altering a `SavedModel` such that `IsSimplifiableReshape` would trigger `CHECK` failures. The fix will be included in TensorFlow 2.8.0. We wil
- CVE-2022-23575Feb 4, 2022affected < 2.5.3fixed 2.5.3
Tensorflow is an Open Source Machine Learning Framework. The implementation of `OpLevelCostEstimator::CalculateTensorSize` is vulnerable to an integer overflow if an attacker can create an operation which would involve a tensor with large enough number of elements. The fix will b
- CVE-2022-23576Feb 4, 2022affected < 2.5.3fixed 2.5.3
Tensorflow is an Open Source Machine Learning Framework. The implementation of `OpLevelCostEstimator::CalculateOutputSize` is vulnerable to an integer overflow if an attacker can create an operation which would involve tensors with large enough number of elements. We can have a l
- CVE-2022-23588Feb 4, 2022affected < 2.5.3fixed 2.5.3
Tensorflow is an Open Source Machine Learning Framework. A malicious user can cause a denial of service by altering a `SavedModel` such that Grappler optimizer would attempt to build a tensor using a reference `dtype`. This would result in a crash due to a `CHECK`-fail in the `Te
- CVE-2022-23589Feb 4, 2022affected < 2.5.3fixed 2.5.3
Tensorflow is an Open Source Machine Learning Framework. Under certain scenarios, Grappler component of TensorFlow can trigger a null pointer dereference. There are 2 places where this can occur, for the same malicious alteration of a `SavedModel` file (fixing the first one would
- CVE-2022-23586Feb 4, 2022affected < 2.5.3fixed 2.5.3
Tensorflow is an Open Source Machine Learning Framework. A malicious user can cause a denial of service by altering a `SavedModel` such that assertions in `function.cc` would be falsified and crash the Python interpreter. The fix will be included in TensorFlow 2.8.0. We will also
- CVE-2022-23583Feb 4, 2022affected < 2.5.3fixed 2.5.3
Tensorflow is an Open Source Machine Learning Framework. A malicious user can cause a denial of service by altering a `SavedModel` such that any binary op would trigger `CHECK` failures. This occurs when the protobuf part corresponding to the tensor arguments is modified such tha
- CVE-2022-23582Feb 4, 2022affected < 2.5.3fixed 2.5.3
Tensorflow is an Open Source Machine Learning Framework. A malicious user can cause a denial of service by altering a `SavedModel` such that `TensorByteSize` would trigger `CHECK` failures. `TensorShape` constructor throws a `CHECK`-fail if shape is partial or has a number of ele
- CVE-2022-23584Feb 4, 2022affected < 2.5.3fixed 2.5.3
Tensorflow is an Open Source Machine Learning Framework. A malicious user can cause a use after free behavior when decoding PNG images. After `png::CommonFreeDecode(&decode)` gets called, the values of `decode.width` and `decode.height` are in an unspecified state. The fix will b
- CVE-2022-23592Feb 4, 2022affected >= 2.8.0-rc0, < 2.8.0fixed 2.8.0
Tensorflow is an Open Source Machine Learning Framework. TensorFlow's type inference can cause a heap out of bounds read as the bounds checking is done in a `DCHECK` (which is a no-op during production). An attacker can control the `input_idx` variable such that `ix` would be lar
- CVE-2022-23587Feb 4, 2022affected < 2.5.3fixed 2.5.3
Tensorflow is an Open Source Machine Learning Framework. Under certain scenarios, Grappler component of TensorFlow is vulnerable to an integer overflow during cost estimation for crop and resize. Since the cropping parameters are user controlled, a malicious person can trigger un
- CVE-2022-23595Feb 4, 2022affected < 2.5.3fixed 2.5.3
Tensorflow is an Open Source Machine Learning Framework. When building an XLA compilation cache, if default settings are used, TensorFlow triggers a null pointer dereference. In the default scenario, all devices are allowed, so `flr->config_proto` is `nullptr`. The fix will be in
- CVE-2022-23594Feb 4, 2022affected >= 2.7.0, < 2.7.1fixed 2.7.1
Tensorflow is an Open Source Machine Learning Framework. The TFG dialect of TensorFlow (MLIR) makes several assumptions about the incoming `GraphDef` before converting it to the MLIR-based dialect. If an attacker changes the `SavedModel` format on disk to invalidate these assumpt
- CVE-2022-23590Feb 4, 2022affected < 2.7.1fixed 2.7.1
Tensorflow is an Open Source Machine Learning Framework. A `GraphDef` from a TensorFlow `SavedModel` can be maliciously altered to cause a TensorFlow process to crash due to encountering a `StatusOr` value that is an error and forcibly extracting the value from it. We have patche
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