CVE-2022-41888 Unckecked rank size in `tf.image.generate_bounding_box_proposals` in Tensorflow

TensorFlow is an open source platform for machine learning. When running on GPU, tf.image.generateboundingboxproposals receives a scores input that must be of rank 4 but is not checked. We have patched the issue in GitHub commit cf35502463a88ca7185a99daa7031df60b3c1c98. The fix will be included i...

aggmap (>=1.1.1, <=1.2.1), molmap (>=1.3.1, <=1.4.0) potentially affected by CVE-2022-41898 via tensorflow-gpu (2.9.1)

tensorflow-gpu PYPI version 2.9.1 is affected by a known vulnerability. The following packages have a transitive dependency on tensorflow-gpu and may be impacted: - aggmap =1.1.1, =1.3.1, =1.4.0 Source cves: CVE-2022-41898 Source advisory: MEND:CVE-2022-41898...

cifar-10-model (7.4.0), neuroutils (>=0.1.3, <=0.2.3) +1 more potentially affected by CVE-2022-41898 via tensorflow-cpu (2.10.0)

tensorflow-cpu PYPI version 2.10.0 is affected by a known vulnerability. The following packages have a transitive dependency on tensorflow-cpu and may be impacted: - cifar-10-model 7.4.0 - neuroutils =0.1.3, =0.3.0.dev221212, =0.4.0.dev230202 Source cves: CVE-2022-41898 Source advisory:...

a2grunnerp (>=0.1.0, <=0.1.8), aisdc (1.0.1) +43 more potentially affected by CVE-2022-41894 via tensorflow (2.10.0)

tensorflow PYPI version 2.10.0 is affected by a known vulnerability. The following packages have a transitive dependency on tensorflow and may be impacted: - a2grunnerp =0.1.0, =0.1.1b2, =1.0.0, =0.1.0, =0.1.3, =1.0.0, =0.7.0, =1.0.0 - cv2-group 0.2.0 - decimer-segmentation 1.1.1 and more Source...

Google TensorFlow input validation error vulnerability

Google TensorFlow is an end-to-end open source platform for machine learning from Google, Inc. An input validation error vulnerability exists in Google TensorFlow, which stems from the fact that an input "token" that is not a UTF-8 byte string will fail in the "PyFunc", an attacker can use this...

CVE-2022-41894 Buffer overflow in `CONV_3D_TRANSPOSE` on TFLite

TensorFlow is an open source platform for machine learning. The reference kernel of the CONV3DTRANSPOSE TensorFlow Lite operator wrongly increments the dataptr when adding the bias to the result. Instead of dataptr += numchannels; it should be dataptr += outputnumchannels; as if the number of inp...

CVE-2022-41891 Segfault in `tf.raw_ops.TensorListConcat` in Tensorflow

TensorFlow is an open source platform for machine learning. If tf.rawops.TensorListConcat is given elementshape=, it results segmentation fault which can be used to trigger a denial of service attack. We have patched the issue in GitHub commit fc33f3dc4c14051a83eec6535b608abe1d355fde. The fix wil...

cifar-10-model (7.4.0), neuroutils (>=0.1.3, <=0.2.3) +1 more potentially affected by CVE-2022-41893 via tensorflow-cpu (2.10.0)

tensorflow-cpu PYPI version 2.10.0 is affected by a known vulnerability. The following packages have a transitive dependency on tensorflow-cpu and may be impacted: - cifar-10-model 7.4.0 - neuroutils =0.1.3, =0.3.0.dev221212, =0.4.0.dev230202 Source cves: CVE-2022-41893 Source advisory:...

Google TensorFlow security vulnerabilities

Google TensorFlow is an end-to-end open source platform for machine learning from Google, Inc. An input validation error vulnerability exists in Google TensorFlow, which stems from an empty input to SparseFillEmptyRowsGrad. The vulnerability can be exploited to cause the program to crash...

clip-jax (0.0.5), sdeper (>=1.1.0, <=1.6.1) potentially affected by CVE-2022-41890 via tensorflow-cpu (>=2.9.0, <=2.9.1)

tensorflow-cpu PYPI version =2.9.0, =1.1.0, =1.6.1 Source cves: CVE-2022-41890 Source advisory: MEND:CVE-2022-41890...

CVE-2022-41899

CVE-2022-41899 — TensorFlow SdcaOptimizer rank check issue . The vulnerability occurs when inputs are not rank-2 and triggers a CHECK failure in SdcaOptimizer, potentially impacting availability. The root cause is a rank validation check in the optimizer. Patch available in GitHub commit 80ff197d...

c4v-py (>=0.1.0.dev1, <=0.1.0.dev202107081840), gamornet-cpu (>=0.2.3, <=0.4.3) +11 more potentially affected by CVE-2022-41897 via tensorflow-cpu (>=1.15.0, <=2.7.4)

tensorflow-cpu PYPI version =1.15.0, =0.1.0.dev1, =0.2.3, =0.1.2, =0.0.4, =1.5.0, =0.5.1, =0.102.0.dev0, =1.5.2, =0.7.0, =0.7.5 - tpu-tf2 1.0.0 Source cves: CVE-2022-41897 Source advisory: MEND:CVE-2022-41897...

aadhaar-detection (0.5.0), abba-python (>=0.1.6, <=0.3.0) +1016 more potentially affected by CVE-2022-41888 via tensorflow (>=1.0.1, <=2.8.3)

tensorflow PYPI version =1.0.1, =0.1.6, =0.1.1, =1.0.1, =1.0.0, =6.0.0, =1.2.0, =1.1.2, =0.0.1, =0.3.26, =1.1.5, =1.3.2 and more Source cves: CVE-2022-41888 Source advisory: MEND:CVE-2022-41888...

c4v-py (>=0.1.0.dev1, <=0.1.0.dev202107081840), gamornet-cpu (>=0.2.3, <=0.4.3) +11 more potentially affected by CVE-2022-41888 via tensorflow-cpu (>=1.15.0, <=2.7.4)

tensorflow-cpu PYPI version =1.15.0, =0.1.0.dev1, =0.2.3, =0.1.2, =0.0.4, =1.5.0, =0.5.1, =0.102.0.dev0, =1.5.2, =0.7.0, =0.7.5 - tpu-tf2 1.0.0 Source cves: CVE-2022-41888 Source advisory: MEND:CVE-2022-41888...

animl (>=1.1.2, <=1.1.4), arekit (>=0.21.0, <=0.22.1) +118 more potentially affected by CVE-2022-41897 via tensorflow-gpu (>=1.1.0, <=2.8.3)

tensorflow-gpu PYPI version =1.1.0, =1.1.2, =0.21.0, =0.23.0, =0.9.2, =0.0.1, =0.0.9, =0.1.0, =1.0.0, =0.2.1, =0.1.0, =0.1.2 - classitransformers 0.0.1 and more Source cves: CVE-2022-41897 Source advisory: MEND:CVE-2022-41897...

CVE-2022-41898 `CHECK` fail via inputs in `SparseFillEmptyRowsGrad` in Tensorflow

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 commi...

clip-jax (0.0.5), sdeper (>=1.1.0, <=1.6.1) potentially affected by CVE-2022-41896 via tensorflow-cpu (>=2.9.0, <=2.9.1)

tensorflow-cpu PYPI version =2.9.0, =1.1.0, =1.6.1 Source cves: CVE-2022-41896 Source advisory: MEND:CVE-2022-41896...

aadhaar-detection (0.5.0), abba-python (>=0.1.6, <=0.3.0) +1016 more potentially affected by CVE-2022-41898 via tensorflow (>=1.0.1, <=2.8.3)

tensorflow PYPI version =1.0.1, =0.1.6, =0.1.1, =1.0.1, =1.0.0, =6.0.0, =1.2.0, =1.1.2, =0.0.1, =0.3.26, =1.1.5, =1.3.2 and more Source cves: CVE-2022-41898 Source advisory: MEND:CVE-2022-41898...

aadhaar-detection (0.5.0), abba-python (>=0.1.6, <=0.3.0) +1016 more potentially affected by CVE-2022-41894 via tensorflow (>=1.0.1, <=2.8.3)

tensorflow PYPI version =1.0.1, =0.1.6, =0.1.1, =1.0.1, =1.0.0, =6.0.0, =1.2.0, =1.1.2, =0.0.1, =0.3.26, =1.1.5, =1.3.2 and more Source cves: CVE-2022-41894 Source advisory: MEND:CVE-2022-41894...

CVE-2022-41898: Improper Input Validation

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 commi...