Stack overflow

TensorFlow is an open source platform for machine learning. When SetSize receives an input setshape that is not a 1D tensor, it gives a CHECK fails that can be used to trigger a denial of service attack. We have patched the issue in GitHub commit cf70b79d2662c0d3c6af74583641e345fc939467. The fix...

Stack overflow

TensorFlow is an open source platform for machine learning. When mlir::tfg::ConvertGenericFunctionToFunctionDef is given empty function attributes, it gives a null dereference. We have patched the issue in GitHub commit 1cf45b831eeb0cab8655c9c7c5d06ec6f45fc41b. The fix will be included in...

Stack overflow

TensorFlow is an open source platform for machine learning. When Conv2DBackpropInput receives empty outbackprop inputs e.g. 3, 1, 0, 1, the current CPU/GPU kernels CHECK fail one with dnnl, the other with cudnn. This can be used to trigger a denial of service attack. We have patched the issue in...

Stack overflow

TensorFlow is an open source platform for machine learning. When mlir::tfg::ConvertGenericFunctionToFunctionDef is given empty function attributes, it gives a null dereference. We have patched the issue in GitHub commit aed36912609fc07229b4d0a7b44f3f48efc00fd0. The fix will be included in...

Stack overflow

TensorFlow is an open source platform for machine learning. When DrawBoundingBoxes receives an input boxes that is not of dtype float, it gives a CHECK fail that can trigger a denial of service attack. We have patched the issue in GitHub commit da0d65cdc1270038e72157ba35bf74b85d9bda11. The fix wi...

Stack overflow

TensorFlow is an open source platform for machine learning. When CollectiveGather receives an scalar input input, it gives a CHECK fails that can be used to trigger a denial of service attack. We have patched the issue in GitHub commit c1f491817dec39a26be3c574e86a88c30f3c4770. The fix will be...

CVE-2022-36015

TensorFlow CVE-2022-36015 describes an integer overflow in RangeSize: if the range value cannot fit in int64_t, the operation crashes. The issue is fixed in commit 37e64539cd29fcfb814c4451152a60f5d107b0f0 and will be included in TensorFlow 2.10.0; it will also be cherry-picked to TensorFlow 2.9.1...

CVE-2022-36015 Integer overflow in math ops in TensorFlow

TensorFlow is an open source platform for machine learning. When RangeSize receives values that do not fit into an int64t, it crashes. We have patched the issue in GitHub commit 37e64539cd29fcfb814c4451152a60f5d107b0f0. The fix will be included in TensorFlow 2.10.0. We will also cherrypick this...

CVE-2022-36012 Assertion fail on MLIR empty edge names in TensorFlow

TensorFlow is an open source platform for machine learning. When mlir::tfg::ConvertGenericFunctionToFunctionDef is given empty function attributes, it crashes. We have patched the issue in GitHub commit ad069af92392efee1418c48ff561fd3070a03d7b. The fix will be included in TensorFlow 2.10.0. We wi...

CVE-2022-35996

TensorFlow’s CVE-2022-35996 describes a DoS due to a division-by-zero in Conv2D when given an empty input with valid filter/padding, producing all-zeros output. The issue was patched in the GitHub commit 611d80db29dd7b0cfb755772c69d60ae5bca05f9, and the fix is scheduled for TensorFlow 2.10.0. Mai...

CVE-2022-35996 Floating point exception in `Conv2D` in TensorFlow

TensorFlow is an open source platform for machine learning. If Conv2D is given empty input and the filter and padding sizes are valid, the output is all-zeros. This causes division-by-zero floating point exceptions that can be used to trigger a denial of service attack. We have patched the issue ...

CVE-2022-36027 Segfault TFLite converter on per-channel quantized transposed convolutions in TensorFlow

TensorFlow is an open source platform for machine learning. When converting transposed convolutions using per-channel weight quantization the converter segfaults and crashes the Python process. We have patched the issue in GitHub commit aa0b852a4588cea4d36b74feb05d93055540b450. The fix will be...

CVE-2022-36017

TensorFlow Requantize vulnerability (CVE-2022-36017): If Requantize is invoked with input_min, input_max, and requested_output_min/max tensors of nonzero rank, it can segfault and enable a denial-of-service. A fix was committed (785d67a78a1d533759fcd2f5e8d6ef778de849e0) and will be included in Te...

TensorFlow vulnerable to `CHECK` fail in `ParameterizedTruncatedNormal`

Impact ParameterizedTruncatedNormal assumes shape is of type int32. A valid shape of type int64 results in a mismatched type CHECK fail that can be used to trigger a denial of service attack. python import tensorflow as tf seed = 1618 seed2 = 0 shape = tf.random.uniformshape=3, minval=-10000,...

CVE-2022-36011 Null dereference on MLIR on empty function attributes in TensorFlow

TensorFlow is an open source platform for machine learning. When mlir::tfg::ConvertGenericFunctionToFunctionDef is given empty function attributes, it gives a null dereference. We have patched the issue in GitHub commit 1cf45b831eeb0cab8655c9c7c5d06ec6f45fc41b. The fix will be included in...

CVE-2022-36013

TensorFlow CVE-2022-36013 describes a null-dereference crash in mlir::tfg::GraphDefImporter::ConvertNodeDef when converting NodeDefs without an op name. A fix is present in commit a0f0b9a21c9270930457095092f558fbad4c03e5 and will be included in TensorFlow 2.10.0; the patch will also beCherry-pick...

TensorFlow vulnerable to `CHECK` fail in `LRNGrad`

Impact If LRNGrad is given an outputimage input tensor that is not 4-D, it results in a CHECK fail that can be used to trigger a denial of service attack. python import tensorflow as tf depthradius = 1 bias = 1.59018219 alpha = 0.117728651 beta = 0.404427052 inputgrads = tf.random.uniformshape=4,...

TensorFlow vulnerable to segfault in `QuantizedRelu` and `QuantizedRelu6`

Impact If QuantizedRelu or QuantizedRelu6 are given nonscalar inputs for minfeatures or maxfeatures, it results in a segfault that can be used to trigger a denial of service attack. python import tensorflow as tf outtype = tf.quint8 features = tf.constant28, shape=4,2, dtype=tf.quint8 minfeatures...

CVE-2022-35994

CVE-2022-35994 is a denial-of-service issue in TensorFlow’s CollectiveGather when given a scalar input. Root cause: a CHECK failure in CollectiveGather. A patch was committed (c1f491817dec39a26be3c574e86a88c30f3c4770) and will be included in TensorFlow 2.10.0; the fix will also be cherry-picked t...

CVE-2022-35992

TensorFlow’s CVE-2022-35992 affects TensorListFromTensor when element_shape has rank > 1, triggering a CHECK failure that can lead to denial of service. The issue is addressed by GitHub commit 3db59a042a38f4338aa207922fa2f476e000a6ee and will be fixed in TensorFlow 2.10.0; Red Hat and IBM advi...