@COMMENT This file was generated by bib2html.pl <https://sourceforge.net/projects/bib2html/> version 0.94
@COMMENT written by Patrick Riley <http://sourceforge.net/users/patstg/>
@COMMENT This file came from Sanjit Seshia's publication pages at http://www.eecs.berkeley.edu/~sseshia
@inproceedings{tiwari-hicons14,
  author    = {Ashish Tiwari and Bruno Dutertre and Dejan Jovanovic and Thomas de Candia and Patrick Lincoln and John M. Rushby and Dorsa Sadigh and Sanjit A. Seshia},
  title     = {Safety Envelope for Security},
 booktitle = {Proceedings of the 3rd International Conference on High Confidence Networked Systems (HiCoNS)},
 month = "April",
 year = {2014},
  pages = {85--94},
 abstract={We present an approach for detecting sensor spoofing attacks on a cyber-physical system. Our approach consists of 
two steps. In the first step, we construct a safety envelope of 
the system. Under nominal conditions (that is, when there 
are no attacks), the system always stays inside its safety envelope. In the second step, we build an attack detector monitor that executes synchronously with the system and raises 
an alarm whenever the system state falls outside the safety 
envelope. We synthesize safety envelopes using a modifed 
machine learning procedure applied on data collected from 
the system when it is not under attack. We present experimental results that show effectiveness of our approach, and 
also validate the several novel features that we introduced 
in our learning procedure.},
}