Attack ChainAIDerived
Hypothetical attack flow derived from CVE metadata – not a confirmed exploit chain
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AccessIdentify exposed SkyPilot server endpoint
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DeliverySend crafted network request to User ID Handler
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ExploitAnalyze or reverse weak hash output from username.encode
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ExecutionForge or collide target user identifier
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PersistSubmit forged user ID to manipulate identity resolution
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ImpactAchieve unauthorized integrity impact on user attribution
Vulnerability Assessment
| Weakness |
CWE
OWASP Top 10:2025
A04:2025 - Cryptographic Failures
ASVS 5.0
V11 - Cryptography Irreversible hash functions
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| Exploitation Conditions | The attack requires high complexity (AC:H per CVSS 4.0), meaning specific preconditions or timing constraints must be met - the exact technical prerequisites are not enumerated in the available description beyond the requirement to target the |
| Impact | The CVSS 4.0 score of 6.3 (AV:N/AC:H/AT:N/PR:N/UI:N/VC:N/VI:L/VA:N/E:P) reflects a moderate-severity issue constrained by high attack complexity (AC:H), which meaningfully reduces real-world exploitability. The description explicitly characterizes the exploitability as 'difficult,' aligning with AC:H. Impact is bounded to low integrity (VI:L) on the vulnerable system with no confidentiality or availability impact in the CVSS 4.0 vector, though the VulDB 'Information Disclosure' tag introduces a minor discrepancy - this may reflect that username hashes could be derived or reversed. The E:P modifier confirms a public exploit exists, elevating practical urgency beyond what the base score alone suggests. No EPSS score was provided in the input data, limiting probabilistic exploitation forecasting. The absence of a CISA KEV listing suggests no confirmed mass exploitation. Overall, this is a real but bounded risk: the public exploit is a genuine concern for SkyPilot deployments, but the high complexity and narrow integrity-only impact reduce the immediate blast radius compared to a critical RCE vulnerability. |
| Exploit ScenarioDerived | A remote attacker with the capability to interact with SkyPilot's user management interface could craft requests that exploit hash collisions or preimage weaknesses in the |
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Alert meAnalysisAIv1 – Jun 28, 2026
Weak hash usage in SkyPilot's User ID Handler (versions up to 0.12.0) allows remote attackers with high-complexity access to manipulate user identity integrity by exploiting the username.encode function in sky/users/server.py. The vulnerability (CWE-328) results in a low-integrity impact on the vulnerable system, with no confidentiality or availability impact per the CVSS 4.0 vector, though the VulDB-assigned 'Information Disclosure' tag suggests the weak hash may additionally expose derivable username data. A public exploit exists (CVSS 4.0 E:P modifier confirmed), but no confirmed active exploitation or CISA KEV listing has been identified at time of analysis.
RemediationAI
No vendor-released patched version has been independently confirmed from the available references at time of analysis. Users should monitor the GitHub issue at https://github.com/skypilot-org/skypilot/issues/9194 and the VulDB entry at https://vuldb.com/cve/CVE-2026-13482 for patch availability updates. As a compensating control, operators should restrict network access to the SkyPilot server's user management endpoints using firewall rules or network segmentation, preventing unauthenticated remote access to the vulnerable username.encode pathway - note this reduces exposure but does not eliminate the weak hash flaw for users with legitimate access. Additionally, administrators should audit user ID generation logic in their SkyPilot deployments and, if customization is possible, replace the weak hashing mechanism with a cryptographically strong algorithm such as SHA-256 or bcrypt. Downgrading or isolating the deployment from public network exposure is advisable until a patched release is confirmed.
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
SkyPilot (cpe:2.3:a:skypilot-org:skypilot:*:*:*:*:*:*:*:*) is an open-source ML/AI infrastructure orchestration framework used for running workloads across cloud providers. The affected component is the User ID Handler located at sky/users/server.py, specifically in the username.encode function responsible for generating or encoding user identifiers. CWE-328 (Use of Weak Hash) describes situations where an application relies on a hash algorithm that is cryptographically insecure - such as MD5, SHA-1, or a custom weak implementation - making the hash susceptible to preimage attacks, collision attacks, or brute-force reversal. In a user identity context, a weak hash could allow an attacker to forge, predict, or collide user IDs, undermining the integrity of the identity management subsystem.
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Severity by source
CVSS:4.0/AV:N/AC:H/AT:N/PR:N/UI:N/VC:N/VI:L/VA:N/SC:N/SI:N/SA:N/E:P
Network-reachable but high complexity; PR:N per CVSS 4.0; C:L added to reflect VulDB Information Disclosure tag suggesting hash reversibility; I:L for integrity manipulation; no availability impact.
Primary rating from Vendor (VulDB).
CVSS VectorVendor: VulDB
Lifecycle Timeline
2DescriptionCVE.org
A vulnerability was detected in skypilot-org skypilot up to 0.12.0. Impacted is the function username.encode of the file sky/users/server.py of the component User ID Handler. The manipulation results in use of weak hash. The attack may be performed from remote. This attack is characterized by high complexity. The exploitability is considered difficult. The exploit is now public and may be used. The vendor was contacted early about this disclosure.
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
Information disclosure occurs when an application unintentionally exposes sensitive data that aids attackers in reconnaissance or directly compromises security.
EUVD-2026-39982
GHSA-mh3f-459p-p84f
NVD
CVE.org
EPSS
Vulnrichment
VulDB
Exploit-DB