Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Incorporating Deception into CyberBattleSim for Autonomous Defense   Deceptive elements, including honeypots and decoys, were incorporated into
the Microsoft CyberBattleSim experimentation and research platform. The
defensive capabilities of the deceptive elements were tested using
reinforcement learning based attackers in the provided capture the flag
environment. The attacker's progress was found to be dependent on the number
and location of the deceptive elements. This is a promising step toward
reproducibly testing attack and defense algorithms in a simulated enterprise
network with deceptive defensive elements.

31
The categories of this paper are: ao-sci
9
The categories of this paper are: nlin
14
The categories of this paper are: math-ph
10
The categories of this paper are: q-bio
7
The categories of this paper are: hep-th
5
The categories of this paper are: gr-qc
22
The categories of this paper are: chao-dyn
2
The categories of this paper are: math
3
The categories of this paper are: physics
20
The categories of this paper are: acc-phys
25
The categories of this paper are: patt-sol
32
The categories of this paper are: atom-ph
26
The categories of this paper are: bayes-an
11
The categories of this paper are: hep-lat
37
The categories of this paper are: supr-con
34
The categories of this paper are: chem-ph