Attack ChainAIDerived
Hypothetical attack flow derived from CVE metadata – not a confirmed exploit chain
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AccessAuthenticate as low-privileged user
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ExploitEnumerate auto-increment task ids
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ExecutionRequest image/video /items endpoints
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ImpactExfiltrate other users' generated media and metadata
Vulnerability Assessment
| Weakness |
CWE
OWASP Top 10:2025
A01:2025 - Broken Access Control
ASVS 5.0
V8 - Authorization Object-level authorization, IDOR prevention
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| Exploitation Conditions | Exploitation requires a valid authenticated account on the ai-fusion-video application (PR:L - any low-privileged user suffices, no admin rights) and that the attacker can reach the image and video generation task /items endpoints over the network. The concrete prerequisite is that task records use predictable auto-increment ids and the /items endpoints perform no per-user ownership check, so the attacker supplies or enumerates arbitrary task ids belonging to other users. Limiting factors: the attacker must first hold an authenticated session, impact is confined to reading other users' generated images, videos, and output metadata (no modification or deletion), and only deployments running versions through 1.2.0 are affected. |
| Impact | This is a medium-severity information-disclosure flaw (CWE-639, IDOR) whose real-world risk is moderate and primarily confidentiality-bound. The provided CVSS 4.0 vector (AV:N/AC:L/AT:N/PR:L/UI:N/VC:L/VI:N/VA:N) is internally consistent with the description: network-reachable, low attack complexity, requires an authenticated low-privileged account (PR:L), no user interaction, and only low confidentiality impact with no integrity or availability impact. This is not a critical priority - the base score of 5.3 is driven down by the authentication requirement and the read-only nature of the exposure. No EPSS score was provided in the input, so exploitation probability cannot be quantified. The vulnerability is NOT listed in CISA KEV and no explicit POC=YES signal was provided, so there is no public exploit identified at time of analysis; however, a detailed technical write-up exists on hackmd and a VulnCheck advisory documents the issue, which lowers the bar for a capable attacker to reproduce it. The main signals align rather than conflict: a genuine but bounded authenticated IDOR against an obscure open-source product. The dominant limiting factor is product prevalence rather than exploit difficulty. |
| Exploit ScenarioDerived | An attacker registers or obtains any low-privileged authenticated account on an ai-fusion-video (≤1.2.0) instance, then issues requests to the image and video generation task /items endpoints while substituting auto-increment task ids that belong to other users. Because the endpoints do not verify task ownership, the attacker retrieves other users' generated images, videos, and output metadata by simply iterating sequential ids. No public exploit code is identified at time of analysis, but a technical write-up describing the enumeration technique is publicly available. |
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Alert meAnalysisAIv1 – Oct 14, 2026
Broken access control in Stonewuu ai-fusion-video through 1.2.0 lets any authenticated user read other users' generated images, videos, and output metadata by supplying arbitrary task ids. The image and video generation /items endpoints perform no per-user ownership check, and because task records use predictable auto-increment identifiers, a low-privileged account can simply enumerate ids to harvest other tenants' generation results. Real-world risk is medium severity and confined to confidentiality (assessed CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:L/I:N/A:N, matching the 5.3 CVSS 4.0 score); no public exploit identified at time of analysis and the flaw is not listed in CISA KEV.
RemediationAI
No vendor-released patch identified at time of analysis, so remediation must start with code-level fixes: add a mandatory ownership predicate to the /items handlers in ImageGenerationController and VideoGenerationController (filter task lookups by the authenticated principal's id) and replace sequential auto-increment task ids with unguessable UUIDs or signed opaque tokens so enumeration yields nothing. Trade-offs are minimal for the ownership check, but migrating identifier formats requires handling legacy records and any client code that stores numeric ids. Until a fix can be deployed, protect the generation endpoints with a reverse proxy or API gateway that enforces per-user authorization for /items paths, restrict those endpoints to trusted networks or authenticated tenants only, and lower the exposure of the application to the public internet; note that proxy-layer filtering will also need updating when the application's URL/routing changes. Because the flaw is read-only and requires a valid account, compensating controls are viable short-term: rate-limit and alert on rapid sequential /items requests per session as an enumeration signal, and audit generation access logs for task ids outside the caller's ownership set. Consult the VulnCheck advisory and the linked EUVD/NVD entry for updates, and monitor the project repository for a version newer than 1.2.0 before treating the issue as resolved.
Affected VersionsENISA
Affected Packages
Source: OSV (Open Source Vulnerabilities)
Affects your stack
Affects 1 package in euvd
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Technical ContextAI · show details
ai-fusion-video is a Java/Spring web application - the referenced source paths (ai-fusion-video/src/main/java/com/stonewu/fusion/controller/generation/ImageGenerationController.java L50-L54 and VideoGenerationController.java L49-L53) show the affected logic lives in Spring MVC controller methods that accept a caller-supplied task id and return the corresponding generation record without validating that the record belongs to the requesting principal. This is the classic CWE-639 pattern (authorization bypass through user-controlled key), commonly termed IDOR or broken object-level authorization: the endpoint authenticates the session but never authorizes the object, so any valid low-privileged account can request objects owned by others. The impact is amplified because task ids are sequential auto-increment values rather than opaque identifiers, making bulk enumeration trivial rather than requiring id leakage. Vulnerability class is information disclosure affecting image, video, and output metadata (no integrity or availability impact per the assessed vector). Note that the public writeup referenced here also documents a separate upload path-traversal issue in the same project, which is distinct from this CVE and should be tracked independently.
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Severity by source
CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:L/VI:N/VA:N/SC:N/SI:N/SA:N
Network-reachable endpoints with trivial id enumeration give AV:N/AC:L; an authenticated account is required so PR:L; impact is read-only cross-user data exposure, hence C:L with I:N/A:N.
Primary rating from Vendor (vulncheck).
CVSS VectorVendor: vulncheck
DescriptionCVE.org
Stonewuu ai-fusion-video through 1.2.0 contains an insecure direct object reference vulnerability that allows authenticated users to read other users' generation results by supplying arbitrary task ids. Attackers can enumerate auto-increment task ids on the image and video /items endpoints to obtain other users' generated images, videos, and output metadata.
Threat Intelligence Overview
How this decision was reached
The engine reads each signal below and applies a fixed list of rules from top to bottom. The first rule that matches sets the recommended action – like a statement, every line is shown.
What every action level means
SSVC AssessmentENISA
Priority Score
Attack Technique
Authentication bypass attacks exploit flaws in the verification mechanisms that control access to systems and applications.
EUVD-2026-99254
GHSA-2w44-g53g-ccjh
NVD
CVE.org
EPSS
Exploit-DB