Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Variable-Rate Distributed Source Coding in the Presence of Byzantine
  Sensors   The distributed source coding problem is considered when the sensors, or
encoders, are under Byzantine attack; that is, an unknown number of sensors
have been reprogrammed by a malicious intruder to undermine the reconstruction
at the fusion center. Three different forms of the problem are considered. The
first is a variable-rate setup, in which the decoder adaptively chooses the
rates at which the sensors transmit. An explicit characterization of the
variable-rate minimum achievable sum rate is stated, given by the maximum
entropy over the set of distributions indistinguishable from the true source
distribution by the decoder. In addition, two forms of the fixed-rate problem
are considered, one with deterministic coding and one with randomized coding.
The achievable rate regions are given for both these problems, with a larger
region achievable using randomized coding, though both are suboptimal compared
to variable-rate coding.

22
The categories of this paper are: chao-dyn
9
The categories of this paper are: nlin
36
The categories of this paper are: cmp-lg
33
The categories of this paper are: plasm-ph
14
The categories of this paper are: math-ph
31
The categories of this paper are: ao-sci
20
The categories of this paper are: acc-phys
13
The categories of this paper are: quant-ph
27
The categories of this paper are: comp-gas
30
The categories of this paper are: q-alg
24
The categories of this paper are: dg-ga
5
The categories of this paper are: gr-qc
25
The categories of this paper are: patt-sol
29
The categories of this paper are: funct-an
16
The categories of this paper are: stat
4
The categories of this paper are: cond-mat