Severity by source
CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:N/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N/E:X/CR:X/IR:X/AR:X/MAV:X/MAC:X/MAT:X/MPR:X/MUI:X/MVC:X/MVI:X/MVA:X/MSC:X/MSI:X/MSA:X/S:X/AU:X/R:X/V:X/RE:X/U:X
Unauthenticated network-reachable endpoint with low-complexity deserialization yields PR:N/AC:L/AV:N; RCE gives full C/I/A on the app host with no cross-system scope change.
Primary rating from Vendor (VulnCheck).
CVSS VectorVendor: VulnCheck
CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:N/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N/E:X/CR:X/IR:X/AR:X/MAV:X/MAC:X/MAT:X/MPR:X/MUI:X/MVC:X/MVI:X/MVA:X/MSC:X/MSI:X/MSA:X/S:X/AU:X/R:X/V:X/RE:X/U:X
Lifecycle Timeline
2DescriptionCVE.org
kotaemon through 0.12.0 contains an insecure deserialization vulnerability in the check_connection endpoint that allows unauthenticated attackers to instantiate arbitrary Python classes by supplying crafted YAML/JSON input with a __type__ field. Attackers can exploit this to override the __type__ field with subprocess.check_output and arbitrary arguments, achieving remote code execution with application process privileges.
Articles & Coverage 1
AnalysisAI
Remote code execution in kotaemon (Cinnamon) versions through 0.12.0 allows unauthenticated attackers to run arbitrary commands via the check_connection endpoint, which insecurely deserializes attacker-supplied YAML/JSON. By setting the __type__ field to subprocess.check_output with chosen arguments, an attacker instantiates arbitrary Python objects and executes OS commands with the application's process privileges. …
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Attack ChainAIDerived
Hypothetical attack flow derived from CVE metadata
Vulnerability AssessmentAI
| Exploitation | The check_connection endpoint must be network-reachable by the attacker, and the target must be running kotaemon at or below version 0.12.0. … Additional conditions and limiting factors are described in the full assessment. |
| Risk Assessment | The signals align toward genuine high priority for exposed instances. … Full risk analysis with EPSS, KEV, and SSVC signal comparison available after sign-in. |
| Exploit Scenario | An attacker locates an internet-facing kotaemon instance and sends a crafted request to the check_connection endpoint with a YAML/JSON payload whose __type__ field is set to subprocess.check_output and whose arguments specify a shell command. The application deserializes and instantiates the object, executing the command with the app's privileges - no authentication or user interaction required. … |
| Remediation | No vendor-released patched version is identified in the provided data (upstream tracking exists at https://github.com/Cinnamon/kotaemon/issues/844); monitor that issue and the project repository for a fixed release beyond 0.12.0 and upgrade as soon as one is published. … Detailed patch versions, workarounds, and compensating controls in full report. |
Recommended ActionAI
Within 24 hours, identify all systems running kotaemon through version 0.12.0, particularly any internet-facing or network-accessible deployments, and verify whether they run the check_connection endpoint. …
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External POC / Exploit Code
Leaving vuln.today
EUVD-2026-52740
GHSA-5cg2-9v3x-66cv