CVE-2026-56077: high-severity vulnerability in PraisonAI
PraisonAI - Information Disclosure via Shared MultiAgentLedger State
Published · Updated
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21Vexday Risk Score
No sign of exploitation. No public exploitation artifact known so far.
ssvc Trackcvss 7.1epss 0.4%
PraisonAI before 1.5.115 contains an information disclosure vulnerability in the MultiAgentLedger component that allows attackers to access sensitive data by registering agents with duplicate IDs. Attackers can exploit the lack of agent ID uniqueness enforcement to share ledger instances and expose system prompts and conversation history between agents.
CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:H/VI:N/VA:N/SC:N/SI:N/SA:N
Affected products
PraisonAI · PraisonAIRelated CVEs — PraisonAI
In the same product, most dangerous first.
CVE-2026-56078HIGHPraisonAI - Arbitrary File Read and Write via Path Traversal in MultiAgentMonitorEPSS 0.9%CVE-2026-56076HIGHPraisonAI - Cross-Origin Agent Execution via Hardcoded Wildcard CORS and Missing Authentication on AGUI EndpointEPSS 0.6%CVE-2026-56075HIGHPraisonAI - Arbitrary Shell Command Execution via Hardcoded Approval Mode OverrideEPSS 0.6%CVE-2026-58653MEDIUMPraisonAI - Authorization Bypass via Unvalidated project_id in Issue Create/UpdateEPSS 0.3%CVE-2026-56074MEDIUMPraisonAI - Tool Approval Cache Bypass via Coarse-Grained CachingEPSS 0.2%