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SkyPilot CVE-2026-13482

| EUVDEUVD-2026-39982 LOW
Use of Weak Hash (CWE-328)
2026-06-28 VulDB GHSA-mh3f-459p-p84f
2.9
CVSS 4.0 · Vendor: VulDB
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Attack ChainAIDerived

Hypothetical attack flow derived from CVE metadata – not a confirmed exploit chain

  1. Access
    Identify exposed SkyPilot server endpoint
  2. Delivery
    Send crafted network request to User ID Handler
  3. Exploit
    Analyze or reverse weak hash output from username.encode
  4. Execution
    Forge or collide target user identifier
  5. Persist
    Submit forged user ID to manipulate identity resolution
  6. Impact
    Achieve 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
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 username.encode function in the User ID Handler. No authentication is required (PR:N), meaning the attack is accessible to unauthenticated remote actors who can reach the SkyPilot server over the network. Exploitation is limited by the high attack complexity, which the description explicitly characterizes as 'difficult,' implying either that specific knowledge of the hash algorithm in use is needed, that a race condition or precise input manipulation is required, or that hash collision feasibility depends on the specific weak algorithm deployed. No specific non-default configuration setting is identified as a prerequisite. Impact is bounded to low integrity manipulation with no confirmed confidentiality or availability impact per CVSS 4.0 (VC:N/VI:L/VA:N).

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 username.encode function to forge or predict valid user identifiers. If successful, the attacker could manipulate user identity resolution within the system, potentially causing requests to be attributed to a different user account and subverting access control or audit logging. A public exploit for this technique has been disclosed, lowering the barrier for motivated attackers despite the high attack complexity.

Monitor Track and reassess. Why: LOW severity (CVSS 0.1-3.9).
No patch listed yet 0.2% exploitation probability (EPSS)

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AnalysisAIv1 – 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

skypilot 0.1
skypilot 0.8
skypilot 0.7
skypilot 0.12.0
skypilot 0.10
skypilot 0.5
skypilot 0.9
skypilot 0.3
skypilot 0.2
skypilot 0.11
skypilot 0.6
skypilot 0.4

Affected Packages

euvd skypilot no fix

Source: OSV (Open Source Vulnerabilities)

Affects your stack

Affects 1 package in euvd

Checking this CVE against your own stacks and servers is part of the Basic plan and up.

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

Vendor (VulDB) PRIMARY 2.9 MEDIUM
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
vuln.today AI 4.8 MEDIUM

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.

3.1 AV:N/AC:H/PR:N/UI:N/S:U/C:L/I:L/A:N
4.0 AV:N/AC:H/AT:N/PR:N/UI:N/VC:L/VI:L/VA:N/SC:N/SI:N/SA:N

Primary rating from Vendor (VulDB).

CVSS VectorVendor: VulDB

Attack Vector
Network
Attack Complexity
High
Attack Requirements
None
Privileges Required
None
User Interaction
None
Vulnerable system: Confidentiality
None
Vulnerable system: Integrity
Low
Vulnerable system: Availability
None
Subsequent system: Confidentiality
None
Subsequent system: Integrity
None
Subsequent system: Availability
None

Lifecycle Timeline

2
Severity Changed
Jun 28, 2026 - 05:22 NVD
MEDIUM LOW
CVSS changed
Jun 28, 2026 - 05:22 NVD
6.3 (MEDIUM) 2.9 (LOW)

DescriptionCVE.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

EPSS Score
0.2%
Top 91% exploitable
Prevalence
Low
niche ML infrastructure tool, primarily used in AI research workflows
Social Media
2
Sightings
Data Quality
7 sources
Confidence: High
EUVD NVD CVE.org EPSS Vulnrichment CIRCL 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.

SignalValue
Severity LOW
CISA KEV No
Public POC No
EPSS 0.2%
Patch available No
Active threat No
Deciding rule
LOW severity (CVSS 0.1-3.9)
What every action level means
Emergency Immediate action required. Criteria: CRITICAL + in CISA KEV (actively exploited) without patch, OR CRITICAL + EPSS > 30% without patch, OR CRITICAL + active threat signals without patch.
Act Now Prioritize within 24-48h. Criteria: in KEV with patch available, OR CRITICAL + public POC, OR HIGH + EPSS > 10%, OR CRITICAL + active threat, OR any CRITICAL severity.
This Week Schedule remediation this week. Criteria: HIGH severity (CVSS 7.0-8.9). Patch within normal change window.
This Month Plan within 30 days. Criteria: MEDIUM severity (CVSS 4.0-6.9), lower exploitation probability. Include in regular patch cycle.
Monitor Track and reassess. Criteria: LOW severity (CVSS 0.1-3.9), minimal exploitation risk. No immediate action needed.

SSVC AssessmentENISA

SSVC Decision· derived
Defer
Exploitation
None
System Exposure· derived
Open
Automatable
No
Human Impact· derived
Low
Technical Impact
Partial

Priority Score

14
Low Medium High Critical
KEV: 0
EPSS: 0
CVSS: +14
PoC: 0
Weaponized: 0
Threat intel: 0
Gov advisory: 0

Attack Technique

Information disclosure occurs when an application unintentionally exposes sensitive data that aids attackers in reconnaissance or directly compromises security.

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