22170 matches found
Seg fault in `ndarray_tensor_bridge` due to zero and large inputs
ImpactIf a numpy array is created with a shape such that one element is zero and the others sum to a large number, an error will be raised. E.g. the following raises an error:pythonnp.ones0, 231, 231An example of a proof of concept:pythonimport numpy as npimport tensorflow as tfinputval =...
PYSEC-2026-957 Segfault in `tf.raw_ops.TensorListConcat`
Impact If tf.rawops.TensorListConcat is given elementshape=, it results segmentation fault which can be used to trigger a denial of service attack. python import tensorflow as tf tf.rawops.TensorListConcat inputhandle=tf.data.experimental.tovarianttf.data.Dataset.fromtensorslices1, 2, 3,...
PYSEC-2026-962 FPE in `tf.image.generate_bounding_box_proposals`
Impact When running on GPU, tf.image.generateboundingboxproposals receives a scores input that must be of rank 4 but is not checked. python import tensorflow as tf a = tf.constantvalue=1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0 b = tf.constantvalue=1...
FPE in `tf.image.generate_bounding_box_proposals`
ImpactWhen running on GPU, tf.image.generateboundingboxproposals receives a scores input that must be of rank 4 but is not checked.pythonimport tensorflow as tfa = tf.constantvalue=1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0b =...
Overflow in `ImageProjectiveTransformV2`
ImpactWhen tf.rawops.ImageProjectiveTransformV2 is given a large output shape, it overflows.pythonimport tensorflow as tfinterpolation = "BILINEAR"fillmode = "REFLECT"images = tf.constant0.184634328, shape=2,5,8,3, dtype=tf.float32transforms = tf.constant0.378575385, shape=2,8,...
PYSEC-2026-970 Overflow in `tf.keras.losses.poisson`
Impact tf.keras.losses.poisson receives a ypred and ytrue that are passed through functor::mul in BinaryOp. If the resulting dimensions overflow an int32, TensorFlow will crash due to a size mismatch during broadcast assignment. python import numpy as np import tensorflow as tf truevalue =...
PYSEC-2026-1001 `CHECK` fail in `BCast` overflow
Impact If BCast::ToShape is given input larger than an int32, it will crash, despite being supposed to handle up to an int64. An example can be seen in tf.experimental.numpy.outer by passing in large input to the input b. python import tensorflow as tf value = tf.constantshape=2, 1024, 1024, 1024...
Segfault in `tf.raw_ops.TensorListConcat`
ImpactIf tf.rawops.TensorListConcat is given elementshape=, it results segmentation fault which can be used to trigger a denial of service attack.pythonimport tensorflow as tftf.rawops.TensorListConcat inputhandle=tf.data.experimental.tovarianttf.data.Dataset.fromtensorslices1, 2, 3,...
PYSEC-2026-951 Overflow in `ImageProjectiveTransformV2`
Impact When tf.rawops.ImageProjectiveTransformV2 is given a large output shape, it overflows. python import tensorflow as tf interpolation = "BILINEAR" fillmode = "REFLECT" images = tf.constant0.184634328, shape=2,5,8,3, dtype=tf.float32 transforms = tf.constant0.378575385, shape=2,8,...
PYSEC-2026-1050 Segfault via invalid attributes in `pywrap_tfe_src.cc`
Impact If a list of quantized tensors is assigned to an attribute, the pywrap code fails to parse the tensor and returns a nullptr, which is not caught. An example can be seen in tf.compat.v1.extractvolumepatches by passing in quantized tensors as input ksizes. python import numpy as np import...
strawberryfields-gpu (>=0.7.3, <=0.10.0) potentially affected by CVE-2022-41887 via tensorflow-gpu (1.6.0)
tensorflow-gpu PYPI version 1.6.0 is affected by a known vulnerability. The following packages have a transitive dependency on tensorflow-gpu and may be impacted: - strawberryfields-gpu =0.7.3, =0.10.0 Source cves: CVE-2022-41887 Source advisory: OSV:PYSEC-2026-970...
niftynet (0.1.1rc58) potentially affected by CVE-2022-41886 via tensorflow-gpu (1.1.0)
tensorflow-gpu PYPI version 1.1.0 is affected by a known vulnerability. The following packages have a transitive dependency on tensorflow-gpu and may be impacted: - niftynet 0.1.1rc58 Source cves: CVE-2022-41886 Source advisory: OSV:PYSEC-2026-951...
Overflow in `tf.keras.losses.poisson`
Impacttf.keras.losses.poisson receives a ypred and ytrue that are passed through functor::mul in BinaryOp. If the resulting dimensions overflow an int32, TensorFlow will crash due to a size mismatch during broadcast assignment.pythonimport numpy as npimport tensorflow as tftruevalue =...
relion-yolo-it (0.1.3) potentially affected by CVE-2022-41886 via tensorflow-gpu (1.10.1)
tensorflow-gpu PYPI version 1.10.1 is affected by a known vulnerability. The following packages have a transitive dependency on tensorflow-gpu and may be impacted: - relion-yolo-it 0.1.3 Source cves: CVE-2022-41886 Source advisory: OSV:PYSEC-2026-951...
relion-yolo-it (0.1.3) potentially affected by CVE-2022-41888 via tensorflow-gpu (1.10.1)
tensorflow-gpu PYPI version 1.10.1 is affected by a known vulnerability. The following packages have a transitive dependency on tensorflow-gpu and may be impacted: - relion-yolo-it 0.1.3 Source cves: CVE-2022-41888 Source advisory: OSV:PYSEC-2026-962...
relion-yolo-it (0.1.3) potentially affected by CVE-2022-41887 via tensorflow-gpu (1.10.1)
tensorflow-gpu PYPI version 1.10.1 is affected by a known vulnerability. The following packages have a transitive dependency on tensorflow-gpu and may be impacted: - relion-yolo-it 0.1.3 Source cves: CVE-2022-41887 Source advisory: OSV:PYSEC-2026-970...
delft (>=0.2.3, <=0.2.4), keras-textclassification (0.1.6) +10 more potentially affected by CVE-2022-41887 via tensorflow-gpu (1.12.0)
tensorflow-gpu PYPI version 1.12.0 is affected by a known vulnerability. The following packages have a transitive dependency on tensorflow-gpu and may be impacted: - delft =0.2.3, =0.0.1, =0.0.1, =0.0.2 - monk-keras-cuda92 0.0.1 - monk-keras-cuda92-test 0.0.1 Source cves: CVE-2022-41887 Source...
jlpyutils (>=0.0.7, <=0.1.1) potentially affected by CVE-2022-41890 via tensorflow-gpu (1.12.2)
tensorflow-gpu PYPI version 1.12.2 is affected by a known vulnerability. The following packages have a transitive dependency on tensorflow-gpu and may be impacted: - jlpyutils =0.0.7, =0.1.1 Source cves: CVE-2022-41890 Source advisory: OSV:PYSEC-2026-1001...
jlpyutils (>=0.0.7, <=0.1.1) potentially affected by CVE-2022-41886 via tensorflow-gpu (1.12.2)
tensorflow-gpu PYPI version 1.12.2 is affected by a known vulnerability. The following packages have a transitive dependency on tensorflow-gpu and may be impacted: - jlpyutils =0.0.7, =0.1.1 Source cves: CVE-2022-41886 Source advisory: OSV:PYSEC-2026-951...
jlpyutils (>=0.0.7, <=0.1.1) potentially affected by CVE-2022-41888 via tensorflow-gpu (1.12.2)
tensorflow-gpu PYPI version 1.12.2 is affected by a known vulnerability. The following packages have a transitive dependency on tensorflow-gpu and may be impacted: - jlpyutils =0.0.7, =0.1.1 Source cves: CVE-2022-41888 Source advisory: OSV:PYSEC-2026-962...