Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Adversarial Classification of the Attacks on Smart Grids Using Game
  Theory and Deep Learning   Smart grids are vulnerable to cyber-attacks. This paper proposes a
game-theoretic approach to evaluate the variations caused by an attacker on the
power measurements. Adversaries can gain financial benefits through the
manipulation of the meters of smart grids. On the other hand, there is a
defender that tries to maintain the accuracy of the meters. A zero-sum game is
used to model the interactions between the attacker and defender. In this
paper, two different defenders are used and the effectiveness of each defender
in different scenarios is evaluated. Multi-layer perceptrons (MLPs) and
traditional state estimators are the two defenders that are studied in this
paper. The utility of the defender is also investigated in adversary-aware and
adversary-unaware situations. Our simulations suggest that the utility which is
gained by the adversary drops significantly when the MLP is used as the
defender. It will be shown that the utility of the defender is variant in
different scenarios, based on the defender that is being used. In the end, we
will show that this zero-sum game does not yield a pure strategy, and the mixed
strategy of the game is calculated.

29
The categories of this paper are: funct-an
5
The categories of this paper are: gr-qc
37
The categories of this paper are: supr-con
16
The categories of this paper are: stat
12
The categories of this paper are: nucl-th
15
The categories of this paper are: nucl-ex
27
The categories of this paper are: comp-gas
7
The categories of this paper are: hep-th
28
The categories of this paper are: alg-geom
30
The categories of this paper are: q-alg
8
The categories of this paper are: hep-ex
0
The categories of this paper are: hep-ph
22
The categories of this paper are: chao-dyn
33
The categories of this paper are: plasm-ph
2
The categories of this paper are: math
25
The categories of this paper are: patt-sol