Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: On the Economic Significance of Ransomware Campaigns: A Bitcoin
  Transactions Perspective   Bitcoin cryptocurrency system enables users to transact securely and
pseudo-anonymously by using an arbitrary number of aliases (Bitcoin addresses).
Cybercriminals exploit these characteristics to commit immutable and presumably
untraceable monetary fraud, especially via ransomware; a type of malware that
encrypts files of the infected system and demands ransom for decryption.
  In this paper, we present our comprehensive study on all recent ransomware
and report the economic impact of such ransomware from the Bitcoin payment
perspective. We also present a lightweight framework to identify, collect, and
analyze Bitcoin addresses managed by the same user or group of users
(cybercriminals, in this case), which includes a novel approach for classifying
a payment as ransom. To verify the correctness of our framework, we compared
our findings on CryptoLocker ransomware with the results presented in the
literature. Our results align with the results found in the previous works
except for the final valuation in USD. The reason for this discrepancy is that
we used the average Bitcoin price on the day of each ransom payment whereas the
authors of the previous studies used the Bitcoin price on the day of their
evaluation. Furthermore, for each investigated ransomware, we provide a
holistic view of its genesis, development, the process of infection and
execution, and characteristic of ransom demands. Finally, we also release our
dataset that contains a detailed transaction history of all the Bitcoin
addresses we identified for each ransomware.

20
The categories of this paper are: acc-phys
28
The categories of this paper are: alg-geom
18
The categories of this paper are: econ
0
The categories of this paper are: hep-ph
16
The categories of this paper are: stat
37
The categories of this paper are: supr-con
30
The categories of this paper are: q-alg
15
The categories of this paper are: nucl-ex
22
The categories of this paper are: chao-dyn
27
The categories of this paper are: comp-gas
33
The categories of this paper are: plasm-ph
35
The categories of this paper are: mtrl-th
17
The categories of this paper are: q-fin
6
The categories of this paper are: astro-ph
10
The categories of this paper are: q-bio
11
The categories of this paper are: hep-lat