Predictable Three-Parameter Design of Network Covert Communication Systems
Ronald W. Smith, Scott Knight · IEEE Transactions on Information Forensics and Security · 2010
This paper presents a predictable and quantifiable approach to designing a covert communication system capable of effectively exploiting covert channels found in the various layers of network protocols. Three metrics are developed that characterize the overall system. A measure of probability of detection is derived using statistical inference techniques. A system efficiency measure is developed based upon the noiseless capacity of the covert channel. A measure of reliability is developed as the bit-error rate of the combined noisy channel and an appropriate error-correcting code. To support reliable communication, a family of error-correcting codes are developed that handle the high symbol insertion rates found in these covert channels. The system metrics are each shown to be a function of the covert channel signal-to-noise ratio, and as such can be used to perform system level design trade-offs. Validation of the system design methodology is provided by means of an experiment using real network traffic data.