Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Multi-armed bandit approach to password guessing   The multi-armed bandit is a mathematical interpretation of the problem a
gambler faces when confronted with a number of different machines (bandits).
The gambler wants to explore different machines to discover which machine
offers the best rewards, but simultaneously wants to exploit the most
profitable machine. A password guesser is faced with a similar dilemma. They
have lists of leaked password sets, dictionaries of words, and demographic
information about the users, but they don't know which dictionary will reap the
best rewards. In this paper we provide a framework for using the multi-armed
bandit problem in the context of the password guesser and use some examples to
show that it can be effective.

10
The categories of this paper are: q-bio
16
The categories of this paper are: stat
32
The categories of this paper are: atom-ph
2
The categories of this paper are: math
30
The categories of this paper are: q-alg
12
The categories of this paper are: nucl-th
14
The categories of this paper are: math-ph
33
The categories of this paper are: plasm-ph
26
The categories of this paper are: bayes-an
19
The categories of this paper are: eess
23
The categories of this paper are: solv-int
25
The categories of this paper are: patt-sol
21
The categories of this paper are: adap-org
18
The categories of this paper are: econ
29
The categories of this paper are: funct-an
22
The categories of this paper are: chao-dyn