| Title | Transient Security and Dependability Analysis of MEC Micro Datacenter under Attack |
| Publication Type | Conference Paper |
| Year of Publication | 2021 |
| Authors | Liu, Bo, Bobbio, Andrea, Bai, Jing, Martinez, Jose, Chang, Xiaolin, Trivedi, Kishor S. |
| Conference Name | 2021 Annual Reliability and Maintainability Symposium (RAMS) |
| Keywords | Markov chain, Multi-access Edge Computing, Numerical models, pubcrawl, quantitative analysis, Random access memory, resilience, Resiliency, Resistance, Scalability, security, Servers, simulation, Stochastic Computing Security, Stochastic Reward Nets, Transient analysis, Virtual machining |
| Abstract | SUMMARY & CONCLUSIONSA Multi-access Edge Computing (MEC) micro data center (MEDC) consists of multiple MEC hosts close to endpoint devices. MEC service is delivered by instantiating a virtualization system (e.g., Virtual Machines or Containers) on a MEC host. MEDC faces more new security risks due to various device connections in an open environment. When more and more IoT/CPS systems are connected to MEDC, it is necessary for MEC service providers to quantitatively analyze any security loss and then make defense-related decision. This paper develops a CTMC model for quantitatively analyzing the security and dependability of a vulnerable MEDC system under lateral movement attacks, from the adversary's initial successful access until the MEDC becomes resistant to the attack. The proposed model captures the behavior of the system in a scenario where (i) the rate of vulnerable MEC servers being infected increases with the increasing number of infected MEC servers, (ii) each infected MEC server can perform its compromising activity independently and randomly, and (iii) any infected MEC may fail and then cannot provide service. We also introduce the formulas for computing metrics. The proposed model and formula are verified to be approximately accurate by comparing numerical results and simulation results. |
| DOI | 10.1109/RAMS48097.2021.9605723 |
| Citation Key | liu_transient_2021 |
Transient Security and Dependability Analysis of MEC Micro Datacenter under Attack