SERENE: A Collusion Resilient Replication-based Verification Framework

arXiv:2404.11410v1 Announce Type: new
Abstract: The rapid advancement of autonomous driving technology is accompanied by substantial challenges, particularly the reliance on remote task execution without ensuring a reliable and accurate returned results. This reliance on external compute servers, which may be malicious or rogue, represents a major security threat. While researchers have been exploring verifiable computing, and replication-based task verification as a simple, fast, and dependable method to assess the correctness of results. However, colluding malicious workers can easily defeat …

advancement arxiv autonomous autonomous driving challenges compute cs.cr cs.ni driving external framework major malicious may rapid replication researchers resilient results rogue security security threat servers task technology threat verification