CVSS: 7.5EPSS: 0%CPEs: 7EXPL: 0CVE-2022-36015 – Integer overflow in math ops in TensorFlow
https://notcve.org/view.php?id=CVE-2022-36015
TensorFlow is an open source platform for machine learning. When `RangeSize` receives values that do not fit into an `int64_t`, 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 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. • https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/ops/math_ops.cc https://github.com/tensorflow/tensorflow/commit/37e64539cd29fcfb814c4451152a60f5d107b0f0 https://github.com/tensorflow/tensorflow/security/advisories/GHSA-rh87-q4vg-m45j • CWE-190: Integer Overflow or Wraparound •
CVSS: 7.5EPSS: 0%CPEs: 7EXPL: 0CVE-2022-36012 – Assertion fail on MLIR empty edge names in TensorFlow
https://notcve.org/view.php?id=CVE-2022-36012
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 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. • https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/ir/importexport/functiondef_import.cc https://github.com/tensorflow/tensorflow/commit/ad069af92392efee1418c48ff561fd3070a03d7b https://github.com/tensorflow/tensorflow/security/advisories/GHSA-jvhc-5hhr-w3v5 • CWE-617: Reachable Assertion •
CVSS: 7.5EPSS: 0%CPEs: 7EXPL: 0CVE-2022-35996 – Floating point exception in `Conv2D` in TensorFlow
https://notcve.org/view.php?id=CVE-2022-35996
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 in GitHub commit 611d80db29dd7b0cfb755772c69d60ae5bca05f9. The fix will be included in TensorFlow 2.10.0. • https://github.com/tensorflow/tensorflow/commit/611d80db29dd7b0cfb755772c69d60ae5bca05f9 https://github.com/tensorflow/tensorflow/security/advisories/GHSA-q5jv-m6qw-5g37 • CWE-369: Divide By Zero •
CVSS: 7.5EPSS: 0%CPEs: 7EXPL: 1CVE-2022-36027 – Segfault TFLite converter on per-channel quantized transposed convolutions in TensorFlow
https://notcve.org/view.php?id=CVE-2022-36027
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 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. • https://github.com/tensorflow/tensorflow/commit/aa0b852a4588cea4d36b74feb05d93055540b450 https://github.com/tensorflow/tensorflow/issues/53767 https://github.com/tensorflow/tensorflow/security/advisories/GHSA-79h2-q768-fpxr • CWE-20: Improper Input Validation •
CVSS: 7.5EPSS: 0%CPEs: 7EXPL: 0CVE-2022-36017 – Segfault in `Requantize` in TensorFlow
https://notcve.org/view.php?id=CVE-2022-36017
TensorFlow is an open source platform for machine learning. If `Requantize` is given `input_min`, `input_max`, `requested_output_min`, `requested_output_max` tensors of a nonzero rank, it results in a segfault that can be used to trigger a denial of service attack. We have patched the issue in GitHub commit 785d67a78a1d533759fcd2f5e8d6ef778de849e0. 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. • https://github.com/tensorflow/tensorflow/commit/785d67a78a1d533759fcd2f5e8d6ef778de849e0 https://github.com/tensorflow/tensorflow/security/advisories/GHSA-wqmc-pm8c-2jhc • CWE-20: Improper Input Validation •