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PraisonAI CVE-2026-61435

| EUVDEUVD-2026-44641 HIGH
Improper Authentication (CWE-287)
2026-07-15 VulnCheck GHSA-gp65-m7q3-4vjw
8.8
CVSS 4.0 · Vendor: VulnCheck
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Vendor (VulnCheck) PRIMARY
8.8 HIGH
CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:N/VC:L/VI:H/VA:N/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
vuln.today AI
8.2 HIGH

Trivial network Host-header spoof needs no auth or interaction (AV:N/AC:L/PR:N/UI:N); invoking agents yields high integrity impact and agent listing gives limited confidentiality (I:H/C:L), no availability impact.

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

Primary rating from Vendor (VulnCheck).

CVSS VectorVendor: VulnCheck

CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:N/VC:L/VI:H/VA:N/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
Attack Vector
Network
Attack Complexity
Low
Privileges Required
None
User Interaction
None
Scope
X

Lifecycle Timeline

3
Source Code Evidence Fetched
Jul 15, 2026 - 12:24 vuln.today
Analysis Generated
Jul 15, 2026 - 12:24 vuln.today
CVE Published
Jul 15, 2026 - 11:25 cve.org
HIGH 8.8

DescriptionCVE.org

PraisonAI before 4.6.78 contains an authentication bypass in the Call API agent invocation endpoints (src/praisonai/praisonai/api/agent_invoke.py) when PRAISONAI_CALL_AUTH=disabled is configured. The safeguard intended to restrict the disabled-auth opt-out to localhost binding derives the bind host from request.url.hostname, which is taken from the client-controlled HTTP Host header. A remote, unauthenticated attacker who can reach the service over the network can send a spoofed 'Host: 127.0.0.1' header to bypass the localhost-only restriction and list (GET /api/v1/agents) and invoke (POST /api/v1/agents/{agent_id}/invoke) registered agents without authentication.

AnalysisAI

Authentication bypass in PraisonAI before 4.6.78 lets a remote, unauthenticated attacker reach the Call API agent-invocation endpoints when the deployment runs with PRAISONAI_CALL_AUTH=disabled. Because the localhost-only safeguard derives the bind host from the client-supplied HTTP Host header, an attacker on the network can send a spoofed 'Host: 127.0.0.1' header to defeat the restriction and both enumerate and invoke registered agents. …

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Attack ChainAIDerived

Hypothetical attack flow derived from CVE metadata

Access
Reach network-exposed PraisonAI Call API
Delivery
Send request with spoofed Host: 127.0.0.1
Exploit
Bypass localhost-only auth gate
Execution
Enumerate agents via GET /api/v1/agents
Persist
Invoke agent via POST invoke endpoint
Impact
Drive unauthorized agent actions

Vulnerability AssessmentAI

Exploitation The service must be running PraisonAI before 4.6.78 with the explicit non-default setting PRAISONAI_CALL_AUTH=disabled, and the Call API (agent_invoke endpoints) must be reachable over the network rather than truly confined to loopback. … Additional conditions and limiting factors are described in the full assessment.
Risk Assessment The supplied CVSS 4.0 vector (AV:N/AC:L/AT:N/PR:N/UI:N/VC:L/VI:H, base 8.8) indicates trivial network exploitation with no privileges or user interaction and high integrity impact - consistent with the described one-header bypass. … Full risk analysis with EPSS, KEV, and SSVC signal comparison available after sign-in.
Exploit Scenario An attacker who can reach a network-exposed PraisonAI instance running with PRAISONAI_CALL_AUTH=disabled sends GET /api/v1/agents with a forged 'Host: 127.0.0.1' header, causing the localhost safeguard to pass and returning the list of registered agents. The attacker then issues POST /api/v1/agents/{agent_id}/invoke with the same spoofed header to run agents without authentication, potentially driving downstream tool/LLM actions. …
Remediation Vendor-released patch: upgrade PraisonAI to version 4.6.78 or later, referencing GHSA-2gpf-2492-q9jh (https://github.com/MervinPraison/PraisonAI/security/advisories/GHSA-2gpf-2492-q9jh) and the VulnCheck advisory (https://www.vulncheck.com/advisories/praisonai-before-authentication-bypass-via-host-header-spoofing). … Detailed patch versions, workarounds, and compensating controls in full report.

Recommended ActionAI

Within 24 hours, inventory all PraisonAI instances running versions prior to 4.6.78 and determine which deployments have PRAISONAI_CALL_AUTH=disabled; immediately apply network segmentation to restrict Call API endpoint access from untrusted networks as interim protection. …

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Threat intelligence, references, and detailed analysis are available after sign-in.

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CVE-2026-61435 vulnerability details – vuln.today

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