CVE-2025-55556 Vulnerability Analysis & Exploit Details

CVE-2025-55556
Vulnerability Scoring

6.5
/10
High Risk

If left unpatched, CVE-2025-55556 could lead to major system disruptions or data loss.

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: None
    No privileges are required for exploitation.
  • Scope: Unchanged
    Exploit remains within the originally vulnerable component.
  • User Interaction: None
    No user interaction is necessary for exploitation.

CVE-2025-55556 Details

Status: Analyzed

Last updated: 🕕 03 Oct 2025, 18:08 UTC
Originally published on: 🕓 25 Sep 2025, 16:15 UTC

Time between publication and last update: 8 days

CVSS Release: version 3

CVSS3 Source

134c704f-9b21-4f2e-91b3-4a467353bcc0

CVSS3 Type

Secondary

CVSS3 Vector

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

CVE-2025-55556 Vulnerability Summary

CVE-2025-55556: TensorFlow v2.18.0 was discovered to output random results when compiling Embedding, leading to unexpected behavior in the application.

Assessing the Risk of CVE-2025-55556

Access Complexity Graph

The exploitability of CVE-2025-55556 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-2025-55556

With low attack complexity and no required privileges, CVE-2025-55556 is an easy target for cybercriminals. Organizations should prioritize immediate mitigation measures to prevent unauthorized access and data breaches.

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-2025-55556, 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-2025-55556, showing how Confidentiality, Integrity, and Availability might be affected if the vulnerability is exploited. Higher values usually signal greater potential damage.

  • Confidentiality: None
    CVE-2025-55556 has no significant impact on data confidentiality.
  • Integrity: Low
    Exploiting CVE-2025-55556 may cause minor changes to data without severely impacting its accuracy.
  • Availability: Low
    CVE-2025-55556 may slightly degrade system performance without fully affecting service availability.

CVE-2025-55556 References

External References

CWE Common Weakness Enumeration

CWE-506

CAPEC Common Attack Pattern Enumeration and Classification

  • Infected Software CAPEC-442 An adversary adds malicious logic, often in the form of a computer virus, to otherwise benign software. This logic is often hidden from the user of the software and works behind the scenes to achieve negative impacts. Many times, the malicious logic is inserted into empty space between legitimate code, and is then called when the software is executed. This pattern of attack focuses on software already fielded and used in operation as opposed to software that is still under development and part of the supply chain.
  • Embed Virus into DLL CAPEC-448 An adversary tampers with a DLL and embeds a computer virus into gaps between legitimate machine instructions. These gaps may be the result of compiler optimizations that pad memory blocks for performance gains. The embedded virus then attempts to infect any machine which interfaces with the product, and possibly steal private data or eavesdrop.
  • Hiding Malicious Data or Code within Files CAPEC-636 Files on various operating systems can have a complex format which allows for the storage of other data, in addition to its contents. Often this is metadata about the file, such as a cached thumbnail for an image file. Unless utilities are invoked in a particular way, this data is not visible during the normal use of the file. It is possible for an attacker to store malicious data or code using these facilities, which would be difficult to discover.

Vulnerable Configurations

  • cpe:2.3:a:google:tensorflow:2.18.0:*:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:2.18.0:*:*:*:-:*:*:*

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