Secure Multi-Agent Systems: Authentication, Trust, and Privacy
Keywords:
Multi-Agent Systems, Agentic AI, Autonomous Agents, Digital Signatures, Privacy-Preserving Communication, Distributed SystemsAbstract
Multi-Agent Systems consist of autonomous intelligent agents that operate in the same environment to achieve their own goals or common goals. These agents can work without any human help, as they have a type of intelligence that allows them to make decisions and learn from the information they receive. However Multi-Agent Systems have to deal with some security problems, such as agents that are not authorized data getting out and bad things happening that can hurt the whole system. To make sure everything is safe agents need to be checked to see who they really are before they can get in, and this is done using keys and certificates. Over time the system also keeps an eye on how agents behave and what other agents think of them to see if they can be trusted. When agents talk to each other, they use a way of sending messages that keeps their information secret so it does not get out.This paper is talking about how to make Multi-Agent Systems really secure by using codes and keys. It suggests using things like SHA-256 hashing to store data digital signatures to verify messages are authentic and special tokens to control access. It even talks about using blockchain which is a way of storing records that can’t be changed to keep track of trust relationships.