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CVE-2026-56074— PraisonAI - Tool Approval Cache Bypass via Coarse-Grained Caching

CVSS 5.5 · Medium
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I. Basic Information for CVE-2026-56074

Vulnerability Information
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Vulnerability Title
PraisonAI - Tool Approval Cache Bypass via Coarse-Grained Caching
Source: NVD (National Vulnerability Database)
Vulnerability Description
PraisonAI before 1.5.128 caches tool approval decisions by tool name only, not by invocation arguments, allowing subsequent execute_command calls to bypass approval prompts. Attackers can exploit this by obtaining initial approval for a benign command, then silently exfiltrate API keys and credentials via subsequent shell commands without user consent.
Source: NVD (National Vulnerability Database)
CVSS Information
CVSS:3.1/AV:L/AC:L/PR:N/UI:R/S:U/C:H/I:N/A:N
Source: NVD (National Vulnerability Database)
Vulnerability Type
授权机制不正确
Source: NVD (National Vulnerability Database)

Affected Products

VendorProductAffected VersionsCPESubscribe
PraisonAIPraisonAI 0 ~ 1.5.128 -

II. Public POCs for CVE-2026-56074

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III. Intelligence Information for CVE-2026-56074

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Vendor Advisories for CVE-2026-56074 (2)

Same Patch Batch · PraisonAI · 2026-06-18 · 5 CVEs total

CVE-2026-560788.8 HIGHPraisonAI - Arbitrary File Read and Write via Path Traversal in MultiAgentMonitor
CVE-2026-560758.8 HIGHPraisonAI - Arbitrary Shell Command Execution via Hardcoded Approval Mode Override
CVE-2026-560768.1 HIGHPraisonAI - Cross-Origin Agent Execution via Hardcoded Wildcard CORS and Missing Authentic
CVE-2026-560776.5 MEDIUMPraisonAI - Information Disclosure via Shared MultiAgentLedger State

IV. Related Vulnerabilities

Same product: PraisonAI
Same vendor: PraisonAI
Same weakness: CWE-863

V. Comments for CVE-2026-56074

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