draft-xu-sidrops-asrank-vulnerabilities
Structural Vulnerabilities in ASRank under Adversarial Conditions
This document analyzes the structural vulnerabilities of ASRank, a
widely used algorithm for inferring Autonomous System (AS) business
relationships from BGP routing data. ASRank plays a key role in
security research and BGP operation, yet its inference process is
highly sensitive to small changes in input data. This sensitivity
introduces risks in adversarial conditions, where inference results
may be manipulated without detection. This document outlines the
design of ASRank, identifies its structural vulnerabilities, analyzes
a minimal manipulation example, and discusses the security
implications and potential countermeasures.