Pingpong
CVE-2026-32097
HIGH
Attack ChainAIDerived
Hypothetical attack flow derived from CVE metadata – not a confirmed exploit chain
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AccessAuthenticate as valid PingPong user
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ExploitAccess thread with permitted access
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ExecutionManipulate file path parameters
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ImpactRetrieve or delete unauthorized files
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 | Valid PingPong user account required. Attacker must have permission to view at least one thread (for file retrieval) or permission to participate in at least one thread (for file deletion). PingPong versions prior to 7.27.2. |
| Impact | Exploitation requires authentication. |
| Exploit ScenarioDerived | An attacker (requires authentication) could exploit this vulnerability to retrieval or deletion of private files, including user-uploaded files and model-. |
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Alert meAnalysisAIv1 – Mar 12, 2026
Authenticated users in PingPong versions prior to 7.27.2 can access and delete files beyond their authorization scope, potentially exposing or removing private user files and model outputs. An attacker with valid credentials and thread access can exploit improper access controls to retrieve or delete sensitive data belonging to other users. No patch is currently available for this high-severity vulnerability affecting the AI/ML teaching platform.
Earlier versions of this analysis (1)
for teaching and learning. versions up to 7.27.2 is affected by authorization bypass through user-controlled key.
RemediationAI
Fixed in version 7.27.2..
Affects your stack
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Technical ContextAI · show details
This vulnerability (CWE-639: Authorization Bypass Through User-Controlled Key) affects for teaching and learning.. PingPong is a platform for using large language models (LLMs) for teaching and learning. Prior to 7.27.2, an authenticated user may be able to retrieve or delete files outside the intended authorization scope. This issue could result in retrieval or deletion of private files, including user-uploaded files and model-generated output files. Exploitation required authentication and permission to view at least one thread for retrieval, and authentication and permission to participate in at least one
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- Exploit and PoC references, threat intelligence from 22 sources
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Severity by source
AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H
Primary rating from GitHub Advisory · only source for this CVE.
CVSS VectorGitHub Advisory
DescriptionGitHub Advisory
PingPong is a platform for using large language models (LLMs) for teaching and learning. Prior to 7.27.2, an authenticated user may be able to retrieve or delete files outside the intended authorization scope. This issue could result in retrieval or deletion of private files, including user-uploaded files and model-generated output files. Exploitation required authentication and permission to view at least one thread for retrieval, and authentication and permission to participate in at least one thread for deletion. This vulnerability is fixed in 7.27.2.
Executive ViewAI
Organizations using PingPong face significant risk from CVE-2026-32097, a IDOR vulnerability rated CVSS 8.8. Successful exploitation could significantly impact the confidentiality, integrity, or availability of affected systems. Organizations should apply vendor updates when available and consider compensating controls in the interim.
Apply vendor patch. If immediate patching is not feasible: (1) Implement network-level access controls to limit exposure; (2) Enable enhanced monitoring and alerting; (3) Apply principle of least privilege.
Threat Intelligence Overview
NVD
CVE.org
EPSS
GitHub
VulDB
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.
Exploit-DB