Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: PASSVM: A Highly Accurate Online Fast Flux Detection System   Fast Flux service networks (FFSNs) are used by adversaries to achieve a high
resilient technique for their malicious servers while keeping them hidden from
direct access. In this technique, a large number of botnet machines, that are
known as flux agents, work as proxies to relay the traffic between end users
and a malicious mothership server which is controlled by an adversary. Various
mechanisms have been proposed for detecting FFSNs. Such mechanisms depend on
collecting a large amount of DNS traffic traces and require a considerable
amount of time to identify fast flux domains. In this paper, we propose an
efficient AI-based online fast flux detection system that performs highly
accurate and extremely fast detection of fast flux domains. The proposed
system, called PASSVM, is based on features that are associated with DNS
response messages of a given domain name. The approach relies on features that
are stored in two local databases, in addition to features that are extracted
from the response DNS messages itself. The information in the databases are
obtained from Censys search engine and IP Geolocation service. PASSVM is
evaluated using three types of artificial neural networks which are: Multilayer
Perceptron (MLP), Radial Basis Function Network (RBF), and Support Vector
Machines (SVM). Results show that SVM with RBF kernel outperformed the other
two methods with an accuracy of 99.557% and a detection time of less than 18
ms.

28
The categories of this paper are: alg-geom
9
The categories of this paper are: nlin
21
The categories of this paper are: adap-org
2
The categories of this paper are: math
8
The categories of this paper are: hep-ex
34
The categories of this paper are: chem-ph
15
The categories of this paper are: nucl-ex
10
The categories of this paper are: q-bio
4
The categories of this paper are: cond-mat
20
The categories of this paper are: acc-phys
32
The categories of this paper are: atom-ph
17
The categories of this paper are: q-fin
3
The categories of this paper are: physics
31
The categories of this paper are: ao-sci
11
The categories of this paper are: hep-lat
24
The categories of this paper are: dg-ga