Synthesizing stealthy reprogramming attacks on cardiac devices

作者: Nicola Paoletti , Zhihao Jiang , Md Ariful Islam , Houssam Abbas , Rahul Mangharam

DOI: 10.1145/3302509.3311044

关键词:

摘要: An Implantable Cardioverter Defibrillator (ICD) is a medical device used for the detection of potentially fatal cardiac arrhythmias and their treatment through delivery electrical shocks intended to restore normal heart rhythm. ICD reprogramming attack seeks alter device's parameters induce unnecessary therapy or prevent required therapy. In this paper, we present formal approach synthesis attacks that are both effective, i.e., lead fundamental changes in therapy, stealthy, hard detect. We focus on discrimination algorithm underlying Boston Scientific devices (one principal manufacturers) formulate problem as one multi-objective optimization. Our solution technique based an Optimization Modulo Theories encoding allows us derive optimal with respect effectiveness-stealthiness tradeoff. method can be tailored patient's current condition, readily generalizes new rhythms. To best our knowledge, work first systematic designed maximize disruption while minimizing detection.

参考文章(21)
Rahul Mangharam, Zhihao Jiang, Sriram Radhakrishnan, Varun Sampath, Shilpa Sarode, Heart-on-a-Chip: A Closed-loop Testing Platform for Implantable Pacemakers ,(2014)
Nikolaj Bjørner, Anh-Dung Phan, Lars Fleckenstein, νZ - An Optimizing SMT Solver Tools and Algorithms for the Construction and Analysis of Systems. pp. 194- 199 ,(2015) , 10.1007/978-3-662-46681-0_14
KAMIL SEDLÁČEK, ANNE-CHRISTINE RUWALD, VALENTINA KUTYIFA, SCOTT MCNITT, POUL ERIK BLOCH THOMSEN, HELMUT KLEIN, MARTIN STOCKBURGER, DAN WICHTERLE, BELA MERKELY, JOAQUIN FERNANDEZ DE LA CONCHA, MOSHE SWISSA, WOJCIECH ZAREBA, ARTHUR J. MOSS, JOSEF KAUTZNER, MARTIN H. RUWALD, , The effect of ICD programming on inappropriate and appropriate ICD Therapies in ischemic and nonischemic cardiomyopathy: the MADIT-RIT trial. Journal of Cardiovascular Electrophysiology. ,vol. 26, pp. 424- 433 ,(2015) , 10.1111/JCE.12605
Armin Biere, Alessandro Cimatti, Edmund Clarke, Yunshan Zhu, Symbolic Model Checking without BDDs tools and algorithms for construction and analysis of systems. pp. 193- 207 ,(1999) , 10.1007/3-540-49059-0_14
Ashish Tiwari, Bruno Dutertre, Dejan Jovanović, Thomas de Candia, Patrick D. Lincoln, John Rushby, Dorsa Sadigh, Sanjit Seshia, Safety envelope for security international conference on high confidence networked systems. pp. 85- 94 ,(2014) , 10.1145/2566468.2566483
Miroslav Pajic, James Weimer, Nicola Bezzo, Paulo Tabuada, Oleg Sokolsky, Insup Lee, George J. Pappas, Robustness of Attack-Resilient State Estimators international conference on cyber physical systems. pp. 163- 174 ,(2014) , 10.1109/ICCPS.2014.6843720
Fabio Pasqualetti, Florian Dorfler, Francesco Bullo, Attack Detection and Identification in Cyber-Physical Systems IEEE Transactions on Automatic Control. ,vol. 58, pp. 2715- 2729 ,(2013) , 10.1109/TAC.2013.2266831
Xiali Hei, Xiaojiang Du, Shan Lin, Insup Lee, Oleg Sokolsky, Patient Infusion Pattern based Access Control Schemes for Wireless Insulin Pump System IEEE Transactions on Parallel and Distributed Systems. ,vol. 26, pp. 3108- 3121 ,(2015) , 10.1109/TPDS.2014.2370045
Zhihao Jiang, M. Pajic, R. Mangharam, Cyber–Physical Modeling of Implantable Cardiac Medical Devices Proceedings of the IEEE. ,vol. 100, pp. 122- 137 ,(2012) , 10.1109/JPROC.2011.2161241
Zareba W 1. Moss AJ, Schuger C, Beck CA, Brown MW, Cannom DS, Daubert JP, Estes NA 3rd, Greenberg H, Hall WJ, Huang DT, Kautzner J, Klein H, McNitt S, Olshansky B, Shoda M, Wilber D, MADIT-RIT Trial Investigators, None, Reduction in Inappropriate Therapy and Mortality through ICD Programming The New England Journal of Medicine. ,vol. 367, pp. 2275- 2283 ,(2012) , 10.1056/NEJMOA1211107