Security Bulletin: Multiple TensorFlow Vulnerabilities Affect IBM Watson Machine Learning on CP4D

Vulnerability Details

CVEID:   CVE-2021-29547
DESCRIPTION:   TensorFlow is vulnerable to a denial of service, caused by heap out-of-bounds in `QuantizedBatchNormWithGlobalNormalization`. By sending a specially-crafted request, a local authenticated attacker could exploit this vulnerability to cause a denial of service.
CVSS Base score: 2.5
CVSS Temporal Score: See: https://exchange.xforce.ibmcloud.com/vulnerabilities/201963 for the current score.
CVSS Vector: (CVSS:3.0/AV:L/AC:H/PR:L/UI:N/S:U/C:N/I:N/A:L)

CVEID:   CVE-2021-29560
DESCRIPTION:   TensorFlow is vulnerable to a denial of service, caused by a heap-based buffer overflow in `RaggedTensorToTensor`. By sending a specially-crafted request, a local authenticated attacker could exploit this vulnerability to cause a denial of service.
CVSS Base score: 2.5
CVSS Temporal Score: See: https://exchange.xforce.ibmcloud.com/vulnerabilities/201987 for the current score.
CVSS Vector: (CVSS:3.0/AV:L/AC:H/PR:L/UI:N/S:U/C:N/I:N/A:L)

CVEID:   CVE-2021-29522
DESCRIPTION:   TensorFlow is vulnerable to a denial of service, caused by a division by zero in the implementation of the tf.raw_ops.Conv3DBackprop* operations. By using a specially-crafted model, a local authenticated attacker could exploit this vulnerability to cause a denial of service condition.
CVSS Base score: 3.1
CVSS Temporal Score: See: https://exchange.xforce.ibmcloud.com/vulnerabilities/202031 for the current score.
CVSS Vector: (CVSS:3.0/AV:N/AC:H/PR:L/UI:N/S:U/C:N/I:N/A:L)

CVEID:   CVE-2021-29564
DESCRIPTION:   TensorFlow is vulnerable to a denial of service, caused by a NULL pointer dereference in `EditDistance`. By sending a specially-crafted request, a local authenticated attacker could exploit this vulnerability to cause a denial of service.
CVSS Base score: 2.5
CVSS Temporal Score: See: https://exchange.xforce.ibmcloud.com/vulnerabilities/201983 for the current score.
CVSS Vector: (CVSS:3.0/AV:L/AC:H/PR:L/UI:N/S:U/C:N/I:N/A:L)

CVEID:   CVE-2021-29568
DESCRIPTION:   TensorFlow is vulnerable to a denial of service, caused by binding to NULL pointer in `tf.raw_ops.ParameterizedTruncatedNormal`. By sending a specially-crafted request, a local authenticated attacker could exploit this vulnerability to cause a denial of service.
CVSS Base score: 2.5
CVSS Temporal Score: See: https://exchange.xforce.ibmcloud.com/vulnerabilities/201979 for the current score.
CVSS Vector: (CVSS:3.0/AV:L/AC:H/PR:L/UI:N/S:U/C:N/I:N/A:L)

CVEID:   CVE-2021-29542
DESCRIPTION:   TensorFlow is vulnerable to a denial of service, caused by a heap-based buffer overflow in `StringNGrams`. By sending a specially-crafted request, a local authenticated attacker could exploit this vulnerability to cause a denial of service.
CVSS Base score: 2.5
CVSS Temporal Score: See: https://exchange.xforce.ibmcloud.com/vulnerabilities/201967 for the current score.
CVSS Vector: (CVSS:3.0/AV:L/AC:H/PR:L/UI:N/S:U/C:N/I:N/A:L)

CVEID:   CVE-2021-29526
DESCRIPTION:   TensorFlow is vulnerable to a denial of service, caused by a division by zero in the implementation of tf.raw_ops.Conv2D. By using a specially-crafted model, a local authenticated attacker could exploit this vulnerability to cause a denial of service condition.
CVSS Base score: 3.1
CVSS Temporal Score: See: https://exchange.xforce.ibmcloud.com/vulnerabilities/202035 for the current score.
CVSS Vector: (CVSS:3.0/AV:N/AC:H/PR:L/UI:N/S:U/C:N/I:N/A:L)

CVEID:   CVE-2021-29539
DESCRIPTION:   TensorFlow is vulnerable to a denial of service, caused by a Segfault in 'tf.raw_ops.ImmutableConst'. By sending a specially-crafted request, a local authenticated attacker could exploit this vulnerability to cause a denial of service.
CVSS Base score: 2.5
CVSS Temporal Score: See: https://exchange.xforce.ibmcloud.com/vulnerabilities/201971 for the current score.
CVSS Vector: (CVSS:3.0/AV:L/AC:H/PR:L/UI:N/S:U/C:N/I:N/A:L)

CVEID:   CVE-2021-29543
DESCRIPTION:   TensorFlow is vulnerable to a denial of service, caused by a `CHECK`-fail in `CTCGreedyDecoder`. By sending a specially-crafted request, a local authenticated attacker could exploit this vulnerability to cause a denial of service.
CVSS Base score: 2.5
CVSS Temporal Score: See: https://exchange.xforce.ibmcloud.com/vulnerabilities/201966 for the current score.
CVSS Vector: (CVSS:3.0/AV:L/AC:H/PR:L/UI:N/S:U/C:N/I:N/A:L)

CVEID:   CVE-2021-29520
DESCRIPTION:   TensorFlow is vulnerable to a denial of service, caused by a heap-based buffer overflow in the implementation of tf.raw_ops.Conv3DBackprop* operations. By using a specially-crafted model, a local authenticated attacker could exploit this vulnerability to cause a denial of service condition.
CVSS Base score: 3.1
CVSS Temporal Score: See: https://exchange.xforce.ibmcloud.com/vulnerabilities/202029 for the current score.
CVSS Vector: (CVSS:3.0/AV:N/AC:H/PR:L/UI:N/S:U/C:N/I:N/A:L)

CVEID:   CVE-2021-29525
DESCRIPTION:   TensorFlow is vulnerable to a denial of service, caused by a division by zero in the implementation of tf.raw_ops.Conv2DBackpropInput. By using a specially-crafted model, a local authenticated attacker could exploit this vulnerability to cause a denial of service condition.
CVSS Base score: 3.1
CVSS Temporal Score: See: https://exchange.xforce.ibmcloud.com/vulnerabilities/202034 for the current score.
CVSS Vector: (CVSS:3.0/AV:N/AC:H/PR:L/UI:N/S:U/C:N/I:N/A:L)

CVEID:   CVE-2021-29546
DESCRIPTION:   TensorFlow is vulnerable to a denial of service, caused by division by zero in `QuantizedBiasAdd`. By sending a specially-crafted request, a local authenticated attacker could exploit this vulnerability to cause a denial of service.
CVSS Base score: 2.5
CVSS Temporal Score: See: https://exchange.xforce.ibmcloud.com/vulnerabilities/201962 for the current score.
CVSS Vector: (CVSS:3.0/AV:L/AC:H/PR:L/UI:N/S:U/C:N/I:N/A:L)

CVEID:   CVE-2021-29561
DESCRIPTION:   TensorFlow is vulnerable to a denial of service, caused by a `CHECK`-fail in `LoadAndRemapMatrix`. By sending a specially-crafted request, a local authenticated attacker could exploit this vulnerability to cause a denial of service.
CVSS Base score: 2.5
CVSS Temporal Score: See: https://exchange.xforce.ibmcloud.com/vulnerabilities/201986 for the current score.
CVSS Vector: (CVSS:3.0/AV:L/AC:H/PR:L/UI:N/S:U/C:N/I:N/A:L)

CVEID:   CVE-2021-29521
DESCRIPTION:   TensorFlow is vulnerable to a denial of service, caused by a segmentation fault in the implementation of tf.raw_ops.SparseCountSparseOutput. By using a specially-crafted model, a local authenticated attacker could exploit this vulnerability to cause a denial of service condition.
CVSS Base score: 3.1
CVSS Temporal Score: See: https://exchange.xforce.ibmcloud.com/vulnerabilities/202030 for the current score.
CVSS Vector: (CVSS:3.0/AV:N/AC:H/PR:L/UI:N/S:U/C:N/I:N/A:L)

CVEID:   CVE-2021-29565
DESCRIPTION:   TensorFlow is vulnerable to a denial of service, caused by a NULL pointer dereference in `SparseFillEmptyRows`. By sending a specially-crafted request, a local authenticated attacker could exploit this vulnerability to cause a denial of service.
CVSS Base score: 2.5
CVSS Temporal Score: See: https://exchange.xforce.ibmcloud.com/vulnerabilities/201982 for the current score.
CVSS Vector: (CVSS:3.0/AV:L/AC:H/PR:L/UI:N/S:U/C:N/I:N/A:L)

CVEID:   CVE-2021-29548
DESCRIPTION:   TensorFlow is vulnerable to a denial of service, caused by division by zero in `QuantizedBatchNormWithGlobalNormalization`. By sending a specially-crafted request, a local authenticated attacker could exploit this vulnerability to cause a denial of service.
CVSS Base score: 2.5
CVSS Temporal Score: See: https://exchange.xforce.ibmcloud.com/vulnerabilities/201961 for the current score.
CVSS Vector: (CVSS:3.0/AV:L/AC:H/PR:L/UI:N/S:U/C:N/I:N/A:L)

CVEID:   CVE-2021-29562
DESCRIPTION:   TensorFlow is vulnerable to a denial of service, caused by a `CHECK`-fail in `tf.raw_ops.IRFFT`. By sending a specially-crafted request, a local authenticated attacker could exploit this vulnerability to cause a denial of service.
CVSS Base score: 2.5
CVSS Temporal Score: See: https://exchange.xforce.ibmcloud.com/vulnerabilities/201985 for the current score.
CVSS Vector: (CVSS:3.0/AV:L/AC:H/PR:L/UI:N/S:U/C:N/I:N/A:L)

CVEID:   CVE-2021-29566
DESCRIPTION:   TensorFlow is vulnerable to a denial of service, caused by the Heap OOB access in `Dilation2DBackpropInput`. By sending a specially-crafted request, a local authenticated attacker could exploit this vulnerability to cause a denial of service.
CVSS Base score: 2.5
CVSS Temporal Score: See: https://exchange.xforce.ibmcloud.com/vulnerabilities/201981 for the current score.
CVSS Vector: (CVSS:3.0/AV:L/AC:H/PR:L/UI:N/S:U/C:N/I:N/A:L)

CVEID:   CVE-2021-29540
DESCRIPTION:   TensorFlow is vulnerable to a denial of service, caused by a heap-based buffer overflow in `Conv2DBackpropFilter`. By sending a specially-crafted request, a local authenticated attacker could exploit this vulnerability to cause a denial of service.
CVSS Base score: 2.5
CVSS Temporal Score: See: https://exchange.xforce.ibmcloud.com/vulnerabilities/201970 for the current score.
CVSS Vector: (CVSS:3.0/AV:L/AC:H/PR:L/UI:N/S:U/C:N/I:N/A:L)

CVEID:   CVE-2021-29528
DESCRIPTION:   TensorFlow is vulnerable to a denial of service, caused by a division by zero in the implementation of tf.raw_ops.QuantizedMul. By using a specially-crafted model, a local authenticated attacker could exploit this vulnerability to cause a denial of service condition.
CVSS Base score: 3.1
CVSS Temporal Score: See: https://exchange.xforce.ibmcloud.com/vulnerabilities/202037 for the current score.
CVSS Vector: (CVSS:3.0/AV:N/AC:H/PR:L/UI:N/S:U/C:N/I:N/A:L)

CVEID:   CVE-2021-29544
DESCRIPTION:   TensorFlow is vulnerable to a denial of service, caused by a `CHECK`-fail in `QuantizeAndDequantizeV4Grad`. By sending a specially-crafted request, a local authenticated attacker could exploit this vulnerability to cause a denial of service.
CVSS Base score: 2.5
CVSS Temporal Score: See: https://exchange.xforce.ibmcloud.com/vulnerabilities/201965 for the current score.
CVSS Vector: (CVSS:3.0/AV:L/AC:H/PR:L/UI:N/S:U/C:N/I:N/A:L)

CVEID:   CVE-2021-29519
DESCRIPTION:   TensorFlow is vulnerable to a denial of service, caused by a CHECK-failure in the API of tf.raw_ops.SparseCross. By using a specially-crafted model, a local authenticated attacker could exploit this vulnerability to cause a denial of service condition.
CVSS Base score: 3.1
CVSS Temporal Score: See: https://exchange.xforce.ibmcloud.com/vulnerabilities/202028 for the current score.
CVSS Vector: (CVSS:3.0/AV:N/AC:H/PR:L/UI:N/S:U/C:N/I:N/A:L)

CVEID:   CVE-2021-29524
DESCRIPTION:   TensorFlow is vulnerable to a denial of service, caused by a division by zero in the implementation of tf.raw_ops.Conv2DBackpropFilter. By using a specially-crafted model, a local authenticated attacker could exploit this vulnerability to cause a denial of service condition.
CVSS Base score: 3.1
CVSS Temporal Score: See: https://exchange.xforce.ibmcloud.com/vulnerabilities/202033 for the current score.
CVSS Vector: (CVSS:3.0/AV:N/AC:H/PR:L/UI:N/S:U/C:N/I:N/A:L)

CVEID:   CVE-2021-29541
DESCRIPTION:   TensorFlow is vulnerable to a denial of service, caused by a NULL pointer dereference in `StringNGrams`. By sending a specially-crafted request, a local authenticated attacker could exploit this vulnerability to cause a denial of service.
CVSS Base score: 2.5
CVSS Temporal Score: See: https://exchange.xforce.ibmcloud.com/vulnerabilities/201968 for the current score.
CVSS Vector: (CVSS:3.0/AV:L/AC:H/PR:L/UI:N/S:U/C:N/I:N/A:L)

CVEID:   CVE-2021-29527
DESCRIPTION:   TensorFlow is vulnerable to a denial of service, caused by a division by zero in the implementation of tf.raw_ops.QuantizedConv2D. By using a specially-crafted model, a local authenticated attacker could exploit this vulnerability to cause a denial of service condition.
CVSS Base score: 3.1
CVSS Temporal Score: See: https://exchange.xforce.ibmcloud.com/vulnerabilities/202036 for the current score.
CVSS Vector: (CVSS:3.0/AV:N/AC:H/PR:L/UI:N/S:U/C:N/I:N/A:L)

CVEID:   CVE-2021-29545
DESCRIPTION:   TensorFlow is vulnerable to a denial of service, caused by a heap-based buffer overflow in `SparseTensorToCSRSparseMatrix`. By sending a specially-crafted request, a local authenticated attacker could exploit this vulnerability to cause a denial of service.
CVSS Base score: 2.5
CVSS Temporal Score: See: https://exchange.xforce.ibmcloud.com/vulnerabilities/201964 for the current score.
CVSS Vector: (CVSS:3.0/AV:L/AC:H/PR:L/UI:N/S:U/C:N/I:N/A:L)

CVEID:   CVE-2021-29559
DESCRIPTION:   TensorFlow is vulnerable to a denial of service, caused by a Heap OOB access in unicode ops. By sending a specially-crafted request, a local authenticated attacker could exploit this vulnerability to cause a denial of service.
CVSS Base score: 2.5
CVSS Temporal Score: See: https://exchange.xforce.ibmcloud.com/vulnerabilities/201989 for the current score.
CVSS Vector: (CVSS:3.0/AV:L/AC:H/PR:L/UI:N/S:U/C:N/I:N/A:L)

CVEID:   CVE-2021-29523
DESCRIPTION:   TensorFlow is vulnerable to a denial of service, caused by a CHECK-fail in the implementation of tf.raw_ops.AddManySparseToTensorsMap. By using a specially-crafted model, a local authenticated attacker could exploit this vulnerability to cause a denial of service condition.
CVSS Base score: 3.1
CVSS Temporal Score: See: https://exchange.xforce.ibmcloud.com/vulnerabilities/202032 for the current score.
CVSS Vector: (CVSS:3.0/AV:N/AC:H/PR:L/UI:N/S:U/C:N/I:N/A:L)

CVEID:   CVE-2021-29563
DESCRIPTION:   TensorFlow is vulnerable to a denial of service, caused by a `CHECK`-fail in `tf.raw_ops.RFFT`. By sending a specially-crafted request, a local authenticated attacker could exploit this vulnerability to cause a denial of service.
CVSS Base score: 2.5
CVSS Temporal Score: See: https://exchange.xforce.ibmcloud.com/vulnerabilities/201984 for the current score.
CVSS Vector: (CVSS:3.0/AV:L/AC:H/PR:L/UI:N/S:U/C:N/I:N/A:L)

CVEID:   CVE-2021-29567
DESCRIPTION:   TensorFlow is vulnerable to a denial of service, caused by the lack of validation in `SparseDenseCwiseMul`. By sending a specially-crafted request, a local authenticated attacker could exploit this vulnerability to cause a denial of service.
CVSS Base score: 2.5
CVSS Temporal Score: See: https://exchange.xforce.ibmcloud.com/vulnerabilities/201980 for the current score.
CVSS Vector: (CVSS:3.0/AV:L/AC:H/PR:L/UI:N/S:U/C:N/I:N/A:L)