This invention discloses a
vulnerability exploitation agent
system, method, and apparatus based on the driving
engineering framework, relating to the field of
artificial intelligence, to address the
vulnerability problem in the autonomous execution of long-chain tasks by
vulnerability exploitation agents. It constructs a vulnerability exploitation agent
system comprising an environment
perception and object representation layer, an execution layer, an
orchestration layer, a memory layer, a semantic management layer, and a
security layer. Based on the logic of global constraint pre-positioning – progressive information disclosure – full-link
behavior control – autonomous closed-loop execution – standardized output of results, it leverages the core mechanisms of the driving
engineering framework, such as event-driven interception and
verification bus,
dynamic loading of prompts, memory compression, autonomous task execution loop, and tool permission gating, to form a fully traceable vulnerability exploitation scheme. This application can solve the problems of difficult binary semantic analysis and
memory analysis in long-chain vulnerability exploitation tasks, improving task execution efficiency and accuracy.