Goal Reached Thanks to every supporter — we hit 100%!

Goal: 1000 CNY · Raised: 1359 CNY

100%
Buy Us a Coffee

CVE-2022-23589— Null pointer dereference in Grappler's `IsConstant` in Tensorflow

Quick assessment

Affected
tensorflow tensorflow
Exploitation
No confirmed in-the-wild exploitation; assess based on exposure
Recommended action
Check the vendor advisory and references for a fixed version. If immediate upgrade is impossible, restrict exposure and increase monitoring.

Google TensorFlow是美国谷歌（Google）公司的一套用于机器学习的端到端开源平台。 Tensorflow 存在代码问题漏洞，该漏洞源于TensorFlow的格斗器组件可以触发空指针解引用。

CVSS 6.5 · Medium EPSS 1.11% · P66

Possible ATT&CK Techniques 1 AI

T1190 · Exploit Public-Facing Application
Get alerts for future matching vulnerabilities Log in to subscribe

I. Basic Information for CVE-2022-23589

Vulnerability Information
Have questions about the vulnerability? See if Shenlong's analysis helps!
View Shenlong Deep Dive ↗

Although we use advanced large model technology, its output may still contain inaccurate or outdated information.Shenlong tries to ensure data accuracy, but please verify and judge based on the actual situation.

Vulnerability Title
Null pointer dereference in Grappler's `IsConstant` in Tensorflow
Source: CVE Program / CVE List V5
Vulnerability Description
Tensorflow is an Open Source Machine Learning Framework. Under certain scenarios, Grappler component of TensorFlow can trigger a null pointer dereference. There are 2 places where this can occur, for the same malicious alteration of a `SavedModel` file (fixing the first one would trigger the same dereference in the second place). First, during constant folding, the `GraphDef` might not have the required nodes for the binary operation. If a node is missing, the correposning `mul_*child` would be null, and the dereference in the subsequent line would be incorrect. We have a similar issue during `IsIdentityConsumingSwitch`. 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.
Source: CVE Program / CVE List V5
CVSS Information
CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
Source: CVE Program / CVE List V5
Vulnerability Type
空指针解引用
Source: CVE Program / CVE List V5
Vulnerability Title
Google TensorFlow 代码问题漏洞
Source: CNNVD (China National Vulnerability Database)
Vulnerability Description
Google TensorFlow是美国谷歌（Google）公司的一套用于机器学习的端到端开源平台。 Tensorflow 存在代码问题漏洞，该漏洞源于TensorFlow的格斗器组件可以触发空指针解引用。
Source: CNNVD (China National Vulnerability Database)
CVSS Information
N/A
Source: CNNVD (China National Vulnerability Database)
Vulnerability Type
N/A
Source: CNNVD (China National Vulnerability Database)

Affected Products

Vendor Product Affected Versions CPE Subscribe
tensorflow tensorflow >= 2.7.0, < 2.7.1 -

II. Public POCs for CVE-2022-23589

# POC Description Source Link Shenlong Link
AI-Generated POC Premium

No public POC found.

Login to generate AI POC

III. Intelligence Information for CVE-2022-23589

请登录查看更多情报信息。

Patches & Fixes for CVE-2022-23589 (2)

Vendor Advisories for CVE-2022-23589 (1)

Other References for CVE-2022-23589 (2)

Same Patch Batch · tensorflow · 2022-02-04 · 36 CVEs total

CVE-2022-23561 8.8 HIGH Out of bounds write in TFLite
CVE-2022-23594 8.8 HIGH Out of bounds read in Tensorflow
CVE-2022-23587 8.8 HIGH Integer overflow in Tensorflow
CVE-2022-23559 8.8 HIGH Integer overflow in TFLite
CVE-2022-23560 8.8 HIGH Read and Write outside of bounds in TFLite
CVE-2022-23574 8.8 HIGH Out of bounds read and write in Tensorflow
CVE-2022-23566 8.8 HIGH Out of bounds write in Tensorflow
CVE-2022-23592 8.1 HIGH Out of bounds read in Tensorflow
CVE-2022-23558 7.6 HIGH Integer overflow in TFLite array creation
CVE-2022-23562 7.6 HIGH Integer overflow in Tensorflow
CVE-2022-23584 7.6 HIGH Use after free in `DecodePng` in Tensorflow
CVE-2022-23573 7.6 HIGH Uninitialized variable access in Tensorflow
CVE-2022-23591 7.5 HIGH Stack overflow in Tensorflow
CVE-2022-23563 7.1 HIGH Insecure temporary file in Tensorflow
CVE-2022-23581 6.5 MEDIUM `CHECK`-failures during Grappler's `IsSimplifiableReshape` in Tensorflow
CVE-2022-23557 6.5 MEDIUM Division by zero in TFLite
CVE-2022-23570 6.5 MEDIUM Null-dereference in Tensorflow
CVE-2022-23564 6.5 MEDIUM Reachable Assertion in Tensorflow
CVE-2022-23565 6.5 MEDIUM `CHECK`-failures in Tensorflow
CVE-2022-23582 6.5 MEDIUM `CHECK`-failures in `TensorByteSize` in Tensorflow

Showing top 20 of 36 CVEs. View all on vendor page &rarr; →

IV. Related Vulnerabilities

Same product: tensorflow
Same vendor: tensorflow
Same weakness: CWE-476