CVE-2026-56077
HIGH
MEDIUM
Priority: 0.03
BB Relevance:
64/100
Published: 2026-06-18
Modified: 2026-11-08
First seen: 2026-11-08
Status: active
Attack Surface
Network
Low Complexity
No Interaction
Conf. Impact
CVSS Vector Breakdown
AV:
Network
AC:
Low
PR:
Low
UI:
None
AT:
None
VC:
High
VI:
None
VA:
None
Description
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.
Weakness Classification (1)
References & Advisories (3)
vendor-advisory
third-party-advisory
product