Vulnerability Name:

CVE-2022-23582 (CCN-218965)

Assigned:2022-02-02
Published:2022-02-02
Updated:2022-02-10
Summary:Tensorflow is an Open Source Machine Learning Framework. A malicious user can cause a denial of service by altering a `SavedModel` such that `TensorByteSize` would trigger `CHECK` failures. `TensorShape` constructor throws a `CHECK`-fail if shape is partial or has a number of elements that would overflow the size of an `int`. The `PartialTensorShape` constructor instead does not cause a `CHECK`-abort if the shape is partial, which is exactly what this function needs to be able to return `-1`. 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 affected and still in supported range.
CVSS v3 Severity:6.5 Medium (CVSS v3.1 Vector: CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H)
5.9 Medium (Temporal CVSS v3.1 Vector: CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H/E:P/RL:O/RC:C)
Exploitability Metrics:Attack Vector (AV): Network
Attack Complexity (AC): Low
Privileges Required (PR): Low
User Interaction (UI): None
Scope:Scope (S): Unchanged
Impact Metrics:Confidentiality (C): None
Integrity (I): None
Availibility (A): High
6.5 Medium (CCN CVSS v3.1 Vector: CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H)
5.9 Medium (CCN Temporal CVSS v3.1 Vector: CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H/E:P/RL:O/RC:C)
Exploitability Metrics:Attack Vector (AV): Network
Attack Complexity (AC): Low
Privileges Required (PR): Low
User Interaction (UI): None
Scope:Scope (S): Unchanged
Impact Metrics:Confidentiality (C): None
Integrity (I): None
Availibility (A): High
CVSS v2 Severity:4.0 Medium (CVSS v2 Vector: AV:N/AC:L/Au:S/C:N/I:N/A:P)
Exploitability Metrics:Access Vector (AV): Network
Access Complexity (AC): Low
Authentication (Au): Single_Instance
Impact Metrics:Confidentiality (C): None
Integrity (I): None
Availibility (A): Partial
6.8 Medium (CCN CVSS v2 Vector: AV:N/AC:L/Au:S/C:N/I:N/A:C)
Exploitability Metrics:Access Vector (AV): Network
Access Complexity (AC): Low
Athentication (Au): Single_Instance
Impact Metrics:Confidentiality (C): None
Integrity (I): None
Availibility (A): Complete
Vulnerability Type:CWE-617
Vulnerability Consequences:Denial of Service
References:Source: MITRE
Type: CNA
CVE-2022-23582

Source: XF
Type: UNKNOWN
tensorflow-cve202223582-dos(218965)

Source: CCN
Type: TensorFlow GIT Repository
CHECK-failures in TensorByteSize

Source: CCN
Type: IBM Security Bulletin 6564605 (Watson Discovery)
IBM Watson Discovery for IBM Cloud Pak for Data affected by vulnerability in TensorFlow

Source: CCN
Type: TensorFlow Web site
TensorFlow

Vulnerable Configuration:Configuration CCN 1:
  • cpe:/a:google:tensorflow:1.3.0:-:*:*:-:*:*:*
  • OR cpe:/a:google:tensorflow:1.3.1:*:*:*:-:*:*:*
  • OR cpe:/a:google:tensorflow:1.4.0:-:*:*:-:*:*:*
  • OR cpe:/a:google:tensorflow:1.4.1:*:*:*:-:*:*:*
  • OR cpe:/a:google:tensorflow:1.5.0:-:*:*:-:*:*:*
  • OR cpe:/a:google:tensorflow:1.5.1:*:*:*:-:*:*:*
  • OR cpe:/a:google:tensorflow:1.6.0:-:*:*:-:*:*:*
  • OR cpe:/a:google:tensorflow:1.1.0:-:*:*:-:*:*:*
  • OR cpe:/a:google:tensorflow:1.2.0:-:*:*:-:*:*:*
  • OR cpe:/a:google:tensorflow:1.2.1:*:*:*:-:*:*:*
  • OR cpe:/a:google:tensorflow:1.0.1:*:*:*:-:*:*:*
  • OR cpe:/a:google:tensorflow:1.0.0:-:*:*:-:*:*:*
  • OR cpe:/a:google:tensorflow:1.12.0:-:*:*:-:*:*:*
  • OR cpe:/a:google:tensorflow:2.0.0:-:*:*:-:*:*:*
  • OR cpe:/a:google:tensorflow:1.15.3:*:*:*:-:*:*:*
  • OR cpe:/a:google:tensorflow:2.0.2:*:*:*:-:*:*:*
  • OR cpe:/a:google:tensorflow:2.1.1:*:*:*:-:*:*:*
  • OR cpe:/a:tensorflow:tensorflow:2.2.0:*:*:*:-:*:*:*
  • OR cpe:/a:tensorflow:tensorflow:2.3.0:*:*:*:-:*:*:*
  • OR cpe:/a:google:tensorflow:2.1.0:-:*:*:-:*:*:*
  • OR cpe:/a:google:tensorflow:2.4.0:-:*:*:-:*:*:*
  • OR cpe:/a:google:tensorflow:2.1.4:*:*:*:*:*:*:*
  • OR cpe:/a:google:tensorflow:2.2.3:*:*:*:*:*:*:*
  • OR cpe:/a:google:tensorflow:2.3.3:*:*:*:*:*:*:*
  • OR cpe:/a:google:tensorflow:2.4.2:*:*:*:*:*:*:*
  • OR cpe:/a:google:tensorflow:2.5.0:-:*:*:*:*:*:*
  • OR cpe:/a:google:tensorflow:2.6.0:-:*:*:*:*:*:*
  • OR cpe:/a:google:tensorflow:2.5.2:*:*:*:*:*:*:*
  • OR cpe:/a:google:tensorflow:2.6.2:*:*:*:*:*:*:*
  • OR cpe:/a:google:tensorflow:2.7.0:*:*:*:*:*:*:*
  • AND
  • cpe:/a:ibm:watson_discovery:2.0.0:*:*:*:*:*:*:*
  • OR cpe:/a:ibm:watson_discovery:2.2.1:*:*:*:*:*:*:*

    • * Denotes that component is vulnerable
    BACK
    google tensorflow 1.3.0 -
    google tensorflow 1.3.1
    google tensorflow 1.4.0 -
    google tensorflow 1.4.1
    google tensorflow 1.5.0 -
    google tensorflow 1.5.1
    google tensorflow 1.6.0 -
    google tensorflow 1.1.0 -
    google tensorflow 1.2.0 -
    google tensorflow 1.2.1
    google tensorflow 1.0.1
    google tensorflow 1.0.0 -
    google tensorflow 1.12.0 -
    google tensorflow 2.0.0 -
    google tensorflow 1.15.3
    google tensorflow 2.0.2
    google tensorflow 2.1.1
    tensorflow tensorflow 2.2.0
    tensorflow tensorflow 2.3.0
    google tensorflow 2.1.0 -
    google tensorflow 2.4.0 -
    google tensorflow 2.1.4
    google tensorflow 2.2.3
    google tensorflow 2.3.3
    google tensorflow 2.4.2
    google tensorflow 2.5.0 -
    google tensorflow 2.6.0 -
    google tensorflow 2.5.2
    google tensorflow 2.6.2
    google tensorflow 2.7.0
    ibm watson discovery 2.0.0
    ibm watson discovery 2.2.1