SUSE CVE-2021-29608

TensorFlow is an end-to-end open source platform for machine learning. Due to lack of validation in tf.rawops.RaggedTensorToTensor, an attacker can exploit an undefined behavior if input arguments are empty. The...

SUSE CVE-2021-29613

TensorFlow is an end-to-end open source platform for machine learning. Incomplete validation in tf.rawops.CTCLoss allows an attacker to trigger an OOB read from heap. The fix will be included in TensorFlow 2.5.0. We will also cherrypick these commits on TensorFlow 2.4.2, TensorFlow 2.3.3,...

alphapulldown (>=0.21.2 <=0.22.3), analytics-lib (>=0.0.1 <=0.0.2) +60 more potentially affected by CVE-2021-41221 via tensorflow (>=2.5.0 <=2.5.1)

tensorflow PYPI version =2.5.0, =0.21.2, =0.0.1, =1.1.0, =0.1.6, =0.8.1, =3.3.0, =0.0.24, =1.0.0, =2.0.2, =0.6.0, =0.8.0 and more Source cves: CVE-2021-41221 Source advisory: OSV:GHSA-CQV6-3PHM-HCWX...

alphapulldown (>=0.21.2 <=0.22.3), analytics-lib (>=0.0.1 <=0.0.2) +60 more potentially affected by CVE-2021-41227 via tensorflow (>=2.5.0 <=2.5.1)

tensorflow PYPI version =2.5.0, =0.21.2, =0.0.1, =1.1.0, =0.1.6, =0.8.1, =3.3.0, =0.0.24, =1.0.0, =2.0.2, =0.6.0, =0.8.0 and more Source cves: CVE-2021-41227 Source advisory: OSV:GHSA-J8C8-67VP-6MX7...

alphapulldown (>=0.21.2 <=0.22.3), analytics-lib (>=0.0.1 <=0.0.2) +60 more potentially affected by CVE-2021-41228 via tensorflow (>=2.5.0 <=2.5.1)

tensorflow PYPI version =2.5.0, =0.21.2, =0.0.1, =1.1.0, =0.1.6, =0.8.1, =3.3.0, =0.0.24, =1.0.0, =2.0.2, =0.6.0, =0.8.0 and more Source cves: CVE-2021-41228 Source advisory: OSV:GHSA-3RCW-9P9X-582V...

alphapulldown (>=0.21.2 <=0.22.3), analytics-lib (>=0.0.1 <=0.0.2) +52 more potentially affected by CVE-2021-37635 via tensorflow (=2.5.0)

tensorflow PYPI version =2.5.0 is affected by a known vulnerability. The following packages have a transitive dependency on tensorflow and may be impacted: - alphapulldown =0.21.2, =0.0.1, =1.1.0, =0.8.1, =3.3.0, =0.0.24, =1.0.0, =2.0.2, =0.6.0, =0.7.0, =1.4.0 - fancyimpute =0.6.0 and more Source...

alphapulldown (>=0.21.2 <=0.22.3), analytics-lib (>=0.0.1 <=0.0.2) +52 more potentially affected by CVE-2021-37639 via tensorflow (=2.5.0)

tensorflow PYPI version =2.5.0 is affected by a known vulnerability. The following packages have a transitive dependency on tensorflow and may be impacted: - alphapulldown =0.21.2, =0.0.1, =1.1.0, =0.8.1, =3.3.0, =0.0.24, =1.0.0, =2.0.2, =0.6.0, =0.7.0, =1.4.0 - fancyimpute =0.6.0 and more Source...

alphapulldown (>=0.21.2 <=0.22.3), analytics-lib (>=0.0.1 <=0.0.2) +52 more potentially affected by CVE-2021-37660 via tensorflow (=2.5.0)

tensorflow PYPI version =2.5.0 is affected by a known vulnerability. The following packages have a transitive dependency on tensorflow and may be impacted: - alphapulldown =0.21.2, =0.0.1, =1.1.0, =0.8.1, =3.3.0, =0.0.24, =1.0.0, =2.0.2, =0.6.0, =0.7.0, =1.4.0 - fancyimpute =0.6.0 and more Source...

alphapulldown (>=0.21.2 <=0.22.3), analytics-lib (>=0.0.1 <=0.0.2) +52 more potentially affected by CVE-2021-37665 via tensorflow (=2.5.0)

tensorflow PYPI version =2.5.0 is affected by a known vulnerability. The following packages have a transitive dependency on tensorflow and may be impacted: - alphapulldown =0.21.2, =0.0.1, =1.1.0, =0.8.1, =3.3.0, =0.0.24, =1.0.0, =2.0.2, =0.6.0, =0.7.0, =1.4.0 - fancyimpute =0.6.0 and more Source...

alphapulldown (>=0.21.2 <=0.22.3), analytics-lib (>=0.0.1 <=0.0.2) +52 more potentially affected by CVE-2021-37670 via tensorflow (=2.5.0)

tensorflow PYPI version =2.5.0 is affected by a known vulnerability. The following packages have a transitive dependency on tensorflow and may be impacted: - alphapulldown =0.21.2, =0.0.1, =1.1.0, =0.8.1, =3.3.0, =0.0.24, =1.0.0, =2.0.2, =0.6.0, =0.7.0, =1.4.0 - fancyimpute =0.6.0 and more Source...

alphapulldown (>=0.21.2 <=0.22.3), analytics-lib (>=0.0.1 <=0.0.2) +52 more potentially affected by CVE-2021-37680 via tensorflow (=2.5.0)

tensorflow PYPI version =2.5.0 is affected by a known vulnerability. The following packages have a transitive dependency on tensorflow and may be impacted: - alphapulldown =0.21.2, =0.0.1, =1.1.0, =0.8.1, =3.3.0, =0.0.24, =1.0.0, =2.0.2, =0.6.0, =0.7.0, =1.4.0 - fancyimpute =0.6.0 and more Source...

alphapulldown (>=0.21.2 <=0.22.3), analytics-lib (>=0.0.1 <=0.0.2) +52 more potentially affected by CVE-2021-37682 via tensorflow (=2.5.0)

tensorflow PYPI version =2.5.0 is affected by a known vulnerability. The following packages have a transitive dependency on tensorflow and may be impacted: - alphapulldown =0.21.2, =0.0.1, =1.1.0, =0.8.1, =3.3.0, =0.0.24, =1.0.0, =2.0.2, =0.6.0, =0.7.0, =1.4.0 - fancyimpute =0.6.0 and more Source...

Incomplete validation in `SparseReshape`

Impact Incomplete validation in SparseReshape results in a denial of service based on a CHECK-failure. python import tensorflow as tf inputindices = tf.constant41, shape=1, 1, dtype=tf.int64 inputshape = tf.zeros11, dtype=tf.int64 newshape = tf.zeros1, dtype=tf.int64...

GHSA-RGVQ-PCVF-HX75 Heap OOB and null pointer dereference in `RaggedTensorToTensor`

Impact Due to lack of validation in tf.rawops.RaggedTensorToTensor, an attacker can exploit an undefined behavior if input arguments are empty: python import tensorflow as tf shape = tf.constant-1, -1, shape=2, dtype=tf.int64 values = tf.constant, shape=0, dtype=tf.int64 defaultvalue =...

Integer overflow in TFLite memory allocation

Impact The TFLite code for allocating TFLiteIntArrays is vulnerable to an integer overflow issue: cc int TfLiteIntArrayGetSizeInBytesint size static TfLiteIntArray dummy; return sizeofdummy + sizeofdummy.data0 size; An attacker can craft a model such that the size multiplier is so large that the...

GHSA-JF7H-7M85-W2V2 Integer overflow in TFLite memory allocation

Impact The TFLite code for allocating TFLiteIntArrays is vulnerable to an integer overflow issue: cc int TfLiteIntArrayGetSizeInBytesint size static TfLiteIntArray dummy; return sizeofdummy + sizeofdummy.data0 size; An attacker can craft a model such that the size multiplier is so large that the...

Division by zero in TFLite's implementation of `DepthwiseConv`

Impact The implementation of the DepthwiseConv TFLite operator is vulnerable to a division by zero error: cc int numinputchannels = SizeOfDimensioninput, 3; TFLITEENSUREEQcontext, numfilterchannels % numinputchannels, 0; An attacker can craft a model such that input's fourth dimension would be 0...

Division by zero in TFLite's implementation of `OneHot`

Impact The implementation of the OneHot TFLite operator is vulnerable to a division by zero error: cc int prefixdimsize = 1; for int i = 0; i dims-datai; const int suffixdimsize = NumElementsopcontext.indices / prefixdimsize; An attacker can craft a model such that at least one of the dimensions ...

Division by zero in TFLite's implementation of Split

Impact The implementation of the Split TFLite operator is vulnerable to a division by zero error: cc TFLITEENSUREMSGcontext, inputsize % numsplits == 0, "Not an even split"; const int slicesize = inputsize / numsplits; An attacker can craft a model such that numsplits would be 0. Patches We have...

Division by zero in TFLite's implementation of `SVDF`

Impact The implementation of the SVDF TFLite operator is vulnerable to a division by zero error: cc const int rank = params-rank; ... TFLITEENSUREEQcontext, numfilters % rank, 0; An attacker can craft a model such that params-rank would be 0. Patches We have patched the issue in GitHub commit...