Title :
Modeling Medical System Threats with Conditional Probabilities Using Multiple-Valued Logic Decision Diagrams
Author :
Manikas, Theodore W. ; Feinstein, David Y. ; Thornton, Mitchell A.
Author_Institution :
Dept. of Comput. Sci. & Eng., Southern Methodist Univ., Dallas, TX, USA
Abstract :
Design for medical system reliability has become an area of increasing importance. Medical system threats, which include system failures as well as malicious attacks, often have interdependent events that can adversely affect system operation. To address these problems, we build upon our previous threat cataloging methodology such that a large number of interdependent threats can be efficiently cataloged and analyzed for common features. Our approach utilizes Multiple-Valued Logic for describing the state of a large system and a multiple-valued decision diagram (MDD) for the threat catalog and analysis.
Keywords :
cataloguing; decision diagrams; medical information systems; multivalued logic; probability; reliability; security of data; conditional probabilities; malicious attacks; medical system reliability; medical system threat modeling; multiple-valued logic; multiple-valued logic decision diagrams; system failures; system operation; threat cataloging methodology; Boolean functions; Data structures; Fault trees; Medical diagnostic imaging; Medical services; Probabilistic logic; Safety; MDD; medical system analysis; threat cataloging; threat probability analysis;
Conference_Titel :
Multiple-Valued Logic (ISMVL), 2012 42nd IEEE International Symposium on
Conference_Location :
Victoria, BC
Print_ISBN :
978-1-4673-0908-0
DOI :
10.1109/ISMVL.2012.29