Graphene: Infrastructure Security Posture Analysis with AI-generated Attack Graphs

arXiv:2312.13119v2 Announce Type: replace
Abstract: The rampant occurrence of cybersecurity breaches imposes substantial limitations on the progress of network infrastructures, leading to compromised data, financial losses, potential harm to individuals, and disruptions in essential services. The current security landscape demands the urgent development of a holistic security assessment solution that encompasses vulnerability analysis and investigates the potential exploitation of these vulnerabilities as attack paths. In this paper, we propose Graphene, an advanced system designed to provide a detailed analysis of …

analysis arxiv assessment attack breaches compromised cs.cl cs.cr cs.lg current cybersecurity cybersecurity breaches data demands development disruptions financial generated graphene graphs harm infrastructure infrastructure security limitations losses network posture progress security security assessment security landscape security posture services solution urgent