CVE-2022-23585 Vulnerability Analysis & Exploit Details

CVE-2022-23585
Vulnerability Scoring

4.3

/10

Medium Risk

The vulnerability CVE-2022-23585 could compromise system integrity but typically requires user interaction to be exploited.

Attack Complexity Details

Attack Complexity: Low
Exploits can be performed without significant complexity or special conditions.
Attack Vector: Network
Vulnerability is exploitable over a network without physical access.
Privileges Required: Low
Some privileges are necessary to exploit the vulnerability.
Scope: Unchanged
Exploit remains within the originally vulnerable component.
User Interaction: None
No user interaction is necessary for exploitation.

CVE-2022-23585 Details

Status: Modified

Last updated: 🕡 21 Nov 2024, 06:48 UTC
Originally published on: 🕚 04 Feb 2022, 23:15 UTC

Time between publication and last update: 1020 days

CVSS Release: version 3

CVSS3 Source

security-advisories@github.com

CVSS3 Type

Secondary

CVSS3 Vector

CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:L

CVE-2022-23585 Vulnerability Summary

CVE-2022-23585: Tensorflow is an Open Source Machine Learning Framework. When decoding PNG images TensorFlow can produce a memory leak if the image is invalid. After calling `png::CommonInitDecode(..., &decode)`, the `decode` value contains allocated buffers which can only be freed by calling `png::CommonFreeDecode(&decode)`. However, several error case in the function implementation invoke the `OP_REQUIRES` macro which immediately terminates the execution of the function, without allowing for the memory free to occur. 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.

Assessing the Risk of CVE-2022-23585

Access Complexity Graph

The exploitability of CVE-2022-23585 depends on two key factors: attack complexity (the level of effort required to execute an exploit) and privileges required (the access level an attacker needs).

Exploitability Analysis for CVE-2022-23585

CVE-2022-23585 presents an accessible attack vector with minimal effort required. Restricting access controls and implementing security updates are critical to reducing exploitation risks.

Understanding AC and PR

A lower complexity and fewer privilege requirements make exploitation easier. Security teams should evaluate these aspects to determine the urgency of mitigation strategies, such as patch management and access control policies.

Attack Complexity (AC) measures the difficulty in executing an exploit. A high AC means that specific conditions must be met, making an attack more challenging, while a low AC means the vulnerability can be exploited with minimal effort.

Privileges Required (PR) determine the level of system access necessary for an attack. Vulnerabilities requiring no privileges are more accessible to attackers, whereas high privilege requirements limit exploitation to authorized users with elevated access.

CVSS Score Breakdown Chart

Above is the CVSS Sub-score Breakdown for CVE-2022-23585, illustrating how Base, Impact, and Exploitability factors combine to form the overall severity rating. A higher sub-score typically indicates a more severe or easier-to-exploit vulnerability.

CIA Impact Analysis

Below is the Impact Analysis for CVE-2022-23585, showing how Confidentiality, Integrity, and Availability might be affected if the vulnerability is exploited. Higher values usually signal greater potential damage.

Confidentiality: None
CVE-2022-23585 has no significant impact on data confidentiality.
Integrity: None
CVE-2022-23585 poses no threat to data integrity.
Availability: Low
CVE-2022-23585 may slightly degrade system performance without fully affecting service availability.

Exploit Prediction Scoring System (EPSS)

The EPSS score estimates the probability that this vulnerability will be exploited in the near future.

EPSS Score: 0.305% (probability of exploit)

EPSS Percentile: 70.01% (lower percentile = lower relative risk)
This vulnerability is less risky than approximately 29.989999999999995% of others.

CVE-2022-23585 References

External References

CWE Common Weakness Enumeration

CWE-401

Vulnerable Configurations

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cpe:2.3:a:google:tensorflow:2.4.0:rc3:*:*:-:*:*:*
cpe:2.3:a:google:tensorflow:2.4.0:rc3:*:*:lite:*:*:*
cpe:2.3:a:google:tensorflow:2.4.0:rc3:*:*:lite:*:*:*
cpe:2.3:a:google:tensorflow:2.4.0:rc4:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:2.4.0:rc4:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:2.4.0:rc4:*:*:-:*:*:*
cpe:2.3:a:google:tensorflow:2.4.0:rc4:*:*:-:*:*:*
cpe:2.3:a:google:tensorflow:2.4.1:*:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:2.4.1:*:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:2.4.2:*:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:2.4.2:*:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:2.4.3:*:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:2.4.3:*:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:2.4.4:*:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:2.4.4:*:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:2.5.0:-:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:2.5.0:-:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:2.5.0:rc0:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:2.5.0:rc0:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:2.5.0:rc1:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:2.5.0:rc1:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:2.5.0:rc2:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:2.5.0:rc2:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:2.5.0:rc3:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:2.5.0:rc3:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:2.5.1:*:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:2.5.1:*:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:2.5.2:*:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:2.5.2:*:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:2.6.0:-:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:2.6.0:-:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:2.6.0:rc0:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:2.6.0:rc0:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:2.6.0:rc1:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:2.6.0:rc1:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:2.6.0:rc2:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:2.6.0:rc2:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:2.6.1:*:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:2.6.1:*:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:2.6.2:*:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:2.6.2:*:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:2.7.0:*:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:2.7.0:*:*:*:*:*:*:*

Protect Your Infrastructure against CVE-2022-23585: Combat Critical CVE Threats

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