Debian Tensorflow vulnerabilities

CVE-2022-35967 [MEDIUM] CVE-2022-35967: tensorflow - TensorFlow is an open source platform for machine learning. If `QuantizedAdd` is... TensorFlow is an open source platform for machine learning. If `QuantizedAdd` is given `min_input` or `max_input` 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 49b3824d83af706df0ad07e4e677d88659756d89. The fix will be included in TensorFlow 2.10.0. We will a

CVE-2022-35995 [MEDIUM] CVE-2022-35995: tensorflow - TensorFlow is an open source platform for machine learning. When `AudioSummaryV2... TensorFlow is an open source platform for machine learning. When `AudioSummaryV2` receives an input `sample_rate` with more than one element, it gives a `CHECK` fails that can be used to trigger a denial of service attack. We have patched the issue in GitHub commit bf6b45244992e2ee543c258e519489659c99fb7f. The fix will be included in TensorFlow 2.10.0. We will

CVE-2022-21732 [MEDIUM] CVE-2022-21732: tensorflow - Tensorflow is an Open Source Machine Learning Framework. The implementation of `... Tensorflow is an Open Source Machine Learning Framework. The implementation of `ThreadPoolHandle` can be used to trigger a denial of service attack by allocating too much memory. This is because the `num_threads` argument is only checked to not be negative, but there is no upper bound on its value. The fix will be included in TensorFlow 2.8.0. We will also cher

CVE-2022-41886 [MEDIUM] CVE-2022-41886: tensorflow - TensorFlow is an open source platform for machine learning. When `tf.raw_ops.Ima... TensorFlow is an open source platform for machine learning. When `tf.raw_ops.ImageProjectiveTransformV2` is given a large output shape, it overflows. We have patched the issue in GitHub commit 8faa6ea692985dbe6ce10e1a3168e0bd60a723ba. The fix will be included in TensorFlow 2.11. We will also cherrypick this commit on TensorFlow 2.10.1, 2.9.3, and TensorFlow 2.8

CVE-2022-36012 [MEDIUM] CVE-2022-36012: tensorflow - TensorFlow is an open source platform for machine learning. When `mlir::tfg::Con... 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

CVE-2022-21739 [MEDIUM] CVE-2022-21739: tensorflow - Tensorflow is an Open Source Machine Learning Framework. The implementation of `... Tensorflow is an Open Source Machine Learning Framework. The implementation of `QuantizedMaxPool` has an undefined behavior where user controlled inputs can trigger a reference binding to null pointer. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also

CVE-2022-23567 [MEDIUM] CVE-2022-23567: tensorflow - Tensorflow is an Open Source Machine Learning Framework. The implementations of ... Tensorflow is an Open Source Machine Learning Framework. The implementations of `Sparse*Cwise*` ops are vulnerable to integer overflows. These can be used to trigger large allocations (so, OOM based denial of service) or `CHECK`-fails when building new `TensorShape` objects (so, assert failures based denial of service). We are missing some validation on the sha

CVE-2022-41898 [MEDIUM] CVE-2022-41898: tensorflow - TensorFlow is an open source platform for machine learning. If `SparseFillEmptyR... TensorFlow is an open source platform for machine learning. If `SparseFillEmptyRowsGrad` is given empty inputs, TensorFlow will crash. We have patched the issue in GitHub commit af4a6a3c8b95022c351edae94560acc61253a1b8. The fix will be included in TensorFlow 2.11. We will also cherrypick this commit on TensorFlow 2.10.1, 2.9.3, and TensorFlow 2.8.4, as these ar

CVE-2022-35971 [MEDIUM] CVE-2022-35971: tensorflow - TensorFlow is an open source platform for machine learning. If `FakeQuantWithMin... TensorFlow is an open source platform for machine learning. If `FakeQuantWithMinMaxVars` is given `min` or `max` tensors of a nonzero rank, it results in a `CHECK` fail 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 wil

CVE-2021-37668 [MEDIUM] CVE-2021-37668: tensorflow - TensorFlow is an end-to-end open source platform for machine learning. In affect... TensorFlow is an end-to-end open source platform for machine learning. In affected versions an attacker can cause denial of service in applications serving models using `tf.raw_ops.UnravelIndex` by triggering a division by 0. The [implementation](https://github.com/tensorflow/tensorflow/blob/460e000de3a83278fb00b61a16d161b1964f15f4/tensorflow/core/kernels/unrav

CVE-2021-37664 [HIGH] CVE-2021-37664: tensorflow - TensorFlow is an end-to-end open source platform for machine learning. In affect... TensorFlow is an end-to-end open source platform for machine learning. In affected versions an attacker can read from outside of bounds of heap allocated data by sending specially crafted illegal arguments to `BoostedTreesSparseCalculateBestFeatureSplit`. The [implementation](https://github.com/tensorflow/tensorflow/blob/84d053187cb80d975ef2b9684d4b61981bca0c41/t

CVE-2021-37653 [MEDIUM] CVE-2021-37653: tensorflow - TensorFlow is an end-to-end open source platform for machine learning. In affect... TensorFlow is an end-to-end open source platform for machine learning. In affected versions an attacker can trigger a crash via a floating point exception in `tf.raw_ops.ResourceGather`. The [implementation](https://github.com/tensorflow/tensorflow/blob/f24faa153ad31a4b51578f8181d3aaab77a1ddeb/tensorflow/core/kernels/resource_variable_ops.cc#L725-L731) computes

CVE-2021-29528 [LOW] CVE-2021-29528: tensorflow - TensorFlow is an end-to-end open source platform for machine learning. An attack... TensorFlow is an end-to-end open source platform for machine learning. An attacker can trigger a division by 0 in `tf.raw_ops.QuantizedMul`. This is because the implementation(https://github.com/tensorflow/tensorflow/blob/55900e961ed4a23b438392024912154a2c2f5e85/tensorflow/core/kernels/quantized_mul_op.cc#L188-L198) does a division by a quantity that is controlled

CVE-2021-29548 [LOW] CVE-2021-29548: tensorflow - TensorFlow is an end-to-end open source platform for machine learning. An attack... TensorFlow is an end-to-end open source platform for machine learning. An attacker can cause a runtime division by zero error and denial of service in `tf.raw_ops.QuantizedBatchNormWithGlobalNormalization`. This is because the implementation(https://github.com/tensorflow/tensorflow/blob/55a97caa9e99c7f37a0bbbeb414dc55553d3ae7f/tensorflow/core/kernels/quantized_bat

CVE-2021-37691 [MEDIUM] CVE-2021-37691: tensorflow - TensorFlow is an end-to-end open source platform for machine learning. In affect... TensorFlow is an end-to-end open source platform for machine learning. In affected versions an attacker can craft a TFLite model that would trigger a division by zero error in LSH [implementation](https://github.com/tensorflow/tensorflow/blob/149562d49faa709ea80df1d99fc41d005b81082a/tensorflow/lite/kernels/lsh_projection.cc#L118). We have patched the issue in G

CVE-2021-29594 [LOW] CVE-2021-29594: tensorflow - TensorFlow is an end-to-end open source platform for machine learning. TFLite's ... TensorFlow is an end-to-end open source platform for machine learning. TFLite's convolution code(https://github.com/tensorflow/tensorflow/blob/09c73bca7d648e961dd05898292d91a8322a9d45/tensorflow/lite/kernels/conv.cc) has multiple division where the divisor is controlled by the user and not checked to be non-zero. The fix will be included in TensorFlow 2.5.0. We wi

CVE-2021-29529 [LOW] CVE-2021-29529: tensorflow - TensorFlow is an end-to-end open source platform for machine learning. An attack... TensorFlow is an end-to-end open source platform for machine learning. An attacker can trigger a heap buffer overflow in `tf.raw_ops.QuantizedResizeBilinear` by manipulating input values so that float rounding results in off-by-one error in accessing image elements. This is because the implementation(https://github.com/tensorflow/tensorflow/blob/44b7f486c0143f68b5

CVE-2021-29582 [LOW] CVE-2021-29582: tensorflow - TensorFlow is an end-to-end open source platform for machine learning. Due to la... TensorFlow is an end-to-end open source platform for machine learning. Due to lack of validation in `tf.raw_ops.Dequantize`, an attacker can trigger a read from outside of bounds of heap allocated data. The implementation(https://github.com/tensorflow/tensorflow/blob/26003593aa94b1742f34dc22ce88a1e17776a67d/tensorflow/core/kernels/dequantize_op.cc#L106-L131) acces

CVE-2021-41228 [HIGH] CVE-2021-41228: tensorflow - TensorFlow is an open source platform for machine learning. In affected versions... TensorFlow is an open source platform for machine learning. In affected versions TensorFlow's `saved_model_cli` tool is vulnerable to a code injection as it calls `eval` on user supplied strings. This can be used by attackers to run arbitrary code on the plaform where the CLI tool runs. However, given that the tool is always run manually, the impact of this is no

CVE-2021-29578 [LOW] CVE-2021-29578: tensorflow - TensorFlow is an end-to-end open source platform for machine learning. The imple... TensorFlow is an end-to-end open source platform for machine learning. The implementation of `tf.raw_ops.FractionalAvgPoolGrad` is vulnerable to a heap buffer overflow. The implementation(https://github.com/tensorflow/tensorflow/blob/dcba796a28364d6d7f003f6fe733d82726dda713/tensorflow/core/kernels/fractional_avg_pool_op.cc#L216) fails to validate that the pooling