TY - GEN
T1 - Symmetrizability for Myopic AVCs
AU - Budkuley, Amitalok J.
AU - Dey, Bikash Kumar
AU - Jaggi, Sidharth
AU - Langberg, Michael
AU - Sarwate, Anand D.
AU - Wang, Carol
N1 - Publisher Copyright:
© 2020 IEEE.
PY - 2020/6
Y1 - 2020/6
N2 - Myopic arbitrarily varying channels (AVCs) are point-to-point communication models in which a channel state is controlled by a malicious adversary (a jammer) who receives side-information about the transmitted codeword via a side- channel (wiretapping) and wishes to maximize the probability of error. Compared to standard oblivious AVCs, myopic AVCs can potentially use the side information to launch a more effective attack, lowering the capacity of the channel. In this paper, we define a novel property, myopic symmetrizability, and prove it is a sufficient condition for the capacity of any myopic AVC to be zero. We also study the sufficiently myopic setting, in which, roughly speaking, the jammer's side information reveals less information on the codeword transmitted than eventually available at the receiver. In this scenario we show that myopic symmetrizability is also a necessary condition for the capacity to equal zero, by providing a novel code construction using non-i.i.d. codebooks. A key technical lemma, interesting in its own right, is an argument showing that for any positive-rate code (whether for myopic AVCs or not) one can identify a corresponding distribution P X,X' that is a convex combination of product distributions, and such that a constant fraction of pairs of codewords have an empirical distribution approximately equaling P X,X' .
AB - Myopic arbitrarily varying channels (AVCs) are point-to-point communication models in which a channel state is controlled by a malicious adversary (a jammer) who receives side-information about the transmitted codeword via a side- channel (wiretapping) and wishes to maximize the probability of error. Compared to standard oblivious AVCs, myopic AVCs can potentially use the side information to launch a more effective attack, lowering the capacity of the channel. In this paper, we define a novel property, myopic symmetrizability, and prove it is a sufficient condition for the capacity of any myopic AVC to be zero. We also study the sufficiently myopic setting, in which, roughly speaking, the jammer's side information reveals less information on the codeword transmitted than eventually available at the receiver. In this scenario we show that myopic symmetrizability is also a necessary condition for the capacity to equal zero, by providing a novel code construction using non-i.i.d. codebooks. A key technical lemma, interesting in its own right, is an argument showing that for any positive-rate code (whether for myopic AVCs or not) one can identify a corresponding distribution P X,X' that is a convex combination of product distributions, and such that a constant fraction of pairs of codewords have an empirical distribution approximately equaling P X,X' .
UR - https://www.scopus.com/pages/publications/85090420626
U2 - 10.1109/ISIT44484.2020.9174487
DO - 10.1109/ISIT44484.2020.9174487
M3 - Conference contribution
AN - SCOPUS:85090420626
T3 - IEEE International Symposium on Information Theory - Proceedings
SP - 2103
EP - 2107
BT - 2020 IEEE International Symposium on Information Theory, ISIT 2020 - Proceedings
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2020 IEEE International Symposium on Information Theory, ISIT 2020
Y2 - 21 July 2020 through 26 July 2020
ER -