CVE-2025-62703 Vulnerability Analysis & Exploit Details

CVE-2025-62703
Vulnerability Scoring

8.8

/10

Severe Risk

Cybersecurity professionals consider CVE-2025-62703 an immediate threat requiring urgent mitigation.

Attack Complexity Details

Attack Complexity: Low
Exploits can be performed without significant complexity or special conditions.
Attack Vector: Adjacent_network
Attack Vector Under Analysis
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-2025-62703 Details

Status: Analyzed

Last updated: 🕟 30 Dec 2025, 16:43 UTC
Originally published on: 🕙 25 Nov 2025, 22:15 UTC

Time between publication and last update: 34 days

CVSS Release: version 3

CVSS3 Source

security-advisories@github.com

CVSS3 Type

Secondary

CVSS3 Vector

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

CVE-2025-62703 Vulnerability Summary

CVE-2025-62703: Fugue is a unified interface for distributed computing that lets users execute Python, Pandas, and SQL code on Spark, Dask, and Ray with minimal rewrites. In version 0.9.2 and prior, there is a remote code execution vulnerability by pickle deserialization via FlaskRPCServer. The Fugue framework implements an RPC server system for distributed computing operations. In the core functionality of the RPC server implementation, I found that the _decode() function in fugue/rpc/flask.py directly uses cloudpickle.loads() to deserialize data without any sanitization. This creates a remote code execution vulnerability when malicious pickle data is processed by the RPC server. The vulnerability exists in the RPC communication mechanism where the client can send arbitrary serialized Python objects that will be deserialized on the server side, allowing attackers to execute arbitrary code on the victim's machine. This issue has been patched via commit 6f25326.

Assessing the Risk of CVE-2025-62703

Access Complexity Graph

The exploitability of CVE-2025-62703 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-2025-62703

With low attack complexity and no required privileges, CVE-2025-62703 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-2025-62703, 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-2025-62703, showing how Confidentiality, Integrity, and Availability might be affected if the vulnerability is exploited. Higher values usually signal greater potential damage.

Confidentiality: High
Exploiting CVE-2025-62703 can result in unauthorized access to sensitive data, severely compromising data privacy.
Integrity: High
CVE-2025-62703 could allow unauthorized modifications to data, potentially affecting system reliability and trust.
Availability: High
CVE-2025-62703 can disrupt system operations, potentially causing complete denial of service (DoS).

CVE-2025-62703 References

External References

CWE Common Weakness Enumeration

CWE-502

CAPEC Common Attack Pattern Enumeration and Classification

Object Injection CAPEC-586 An adversary attempts to exploit an application by injecting additional, malicious content during its processing of serialized objects. Developers leverage serialization in order to convert data or state into a static, binary format for saving to disk or transferring over a network. These objects are then deserialized when needed to recover the data/state. By injecting a malformed object into a vulnerable application, an adversary can potentially compromise the application by manipulating the deserialization process. This can result in a number of unwanted outcomes, including remote code execution.

Vulnerable Configurations

cpe:2.3:a:fugue-project:fugue:0.0.1:*:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.0.1:*:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.0.2:*:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.0.2:*:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.1.0:*:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.1.0:*:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.1.1:*:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.1.1:*:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.1.2:*:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.1.2:*:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.1.5:*:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.1.5:*:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.1.6:*:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.1.6:*:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.2.0:*:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.2.0:*:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.2.1:*:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.2.1:*:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.2.2:*:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.2.2:*:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.2.5:*:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.2.5:*:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.2.6:*:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.2.6:*:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.2.7:*:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.2.7:*:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.2.8:*:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.2.8:*:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.2.9:*:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.2.9:*:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.3.0:*:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.3.0:*:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.3.1:*:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.3.1:*:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.3.5:*:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.3.5:*:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.4.0:*:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.4.0:*:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.4.1:*:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.4.1:*:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.4.2:*:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.4.2:*:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.4.3:*:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.4.3:*:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.4.5:*:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.4.5:*:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.4.6:*:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.4.6:*:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.4.7:*:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.4.7:*:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.4.8:*:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.4.8:*:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.4.9:*:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.4.9:*:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.5.0:-:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.5.0:-:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.5.0:dev0:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.5.0:dev0:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.5.0:dev1:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.5.0:dev1:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.5.0:dev2:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.5.0:dev2:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.5.1:-:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.5.1:-:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.5.1:dev0:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.5.1:dev0:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.5.1:dev1:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.5.1:dev1:*:*:*:*:*:*
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cpe:2.3:a:fugue-project:fugue:0.5.1:dev2:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.5.1:dev3:*:*:*:*:*:*
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cpe:2.3:a:fugue-project:fugue:0.5.1:dev4:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.5.1:dev4:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.5.1:dev5:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.5.1:dev5:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.5.1:dev6:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.5.1:dev6:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.5.2:-:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.5.2:-:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.5.2:dev0:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.5.2:dev0:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.5.2:dev1:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.5.2:dev1:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.5.2:dev2:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.5.2:dev2:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.5.3:-:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.5.3:-:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.5.3:dev1:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.5.3:dev1:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.5.4:*:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.5.4:*:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.5.5:-:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.5.5:-:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.5.5:dev1:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.5.5:dev1:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.5.6:-:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.5.6:-:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.5.6:dev1:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.5.6:dev1:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.5.6:dev2:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.5.6:dev2:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.5.7:dev1:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.5.7:dev1:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.6.0:-:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.6.0:-:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.6.0:dev1:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.6.0:dev1:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.6.0:dev2:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.6.0:dev2:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.6.0:dev3:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.6.0:dev3:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.6.1:-:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.6.1:-:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.6.1:dev1:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.6.1:dev1:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.6.1:dev2:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.6.1:dev2:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.6.1:dev3:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.6.1:dev3:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.6.2:*:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.6.2:*:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.6.3:*:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.6.3:*:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.6.4:-:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.6.4:-:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.6.4:dev1:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.6.4:dev1:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.6.4:dev2:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.6.4:dev2:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.6.5:-:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.6.5:-:*:*:*:*:*:*
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cpe:2.3:a:fugue-project:fugue:0.6.5:dev3:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.6.5:dev3:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.6.5:dev4:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.6.5:dev4:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.6.5:dev5:*:*:*:*:*:*
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cpe:2.3:a:fugue-project:fugue:0.6.5:dev8:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.6.5:dev8:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.6.5:dev9:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.6.5:dev9:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.6.6:-:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.6.6:-:*:*:*:*:*:*
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cpe:2.3:a:fugue-project:fugue:0.7.2:*:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.7.3:-:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.7.3:-:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.7.3:dev0:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.7.3:dev0:*:*:*:*:*:*
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cpe:2.3:a:fugue-project:fugue:0.7.3:dev1:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.7.4:dev0:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.7.4:dev0:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.7.4:dev1:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.7.4:dev1:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.8.0:-:*:*:*:*:*:*
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cpe:2.3:a:fugue-project:fugue:0.8.0:dev2:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.8.0:dev2:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.8.0:dev3:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.8.0:dev3:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.8.0:dev4:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.8.0:dev4:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.8.1:-:*:*:*:*:*:*
cpe:2.3:a:fugue-project:fugue:0.8.1:-:*:*:*:*:*:*
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