Gray-box Monitoring of Hyperproperties (Extended Version)
| Autor: | Stucki, Sandro, S��nchez, C��sar, Schneider, Gerardo, Bonakdarpour, Borzoo |
|---|---|
| Jazyk: | angličtina |
| Rok vydání: | 2019 |
| Předmět: | |
| Popis: | Many important system properties, particularly in security and privacy, cannot be verified statically. Therefore, runtime verification is an appealing alternative. Logics for hyperproperties, such as HyperLTL, support a rich set of such properties. We first show that black-box monitoring of HyperLTL is in general unfeasible, and suggest a gray-box approach. Gray-box monitoring implies performing analysis of the system at run-time, which brings new limitations to monitorabiliy (the feasibility of solving the monitoring problem). Thus, as another contribution of this paper we refine the classic notions of monitorability, both for trace properties and hyperproperties, taking into account the computability of the monitor. We then apply our approach to monitor a privacy hyperproperty called distributed data minimality, expressed as a HyperLTL property, by using an SMT-based static verifier at runtime. This is an extended version of a paper presented at the 23rd International Symposium on Formal Methods (FM '19). This version contains full proofs, a description of the proof-of-concept monitor for DDM, and experimental results that were not included in the original publication |
| Databáze: | OpenAIRE |
| Externí odkaz: |
|