Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Design And Modelling An Attack on Multiplexer Based Physical Unclonable
  Function   This paper deals with study of the physical unclonable functions and
specifically the design of arbiter based PUF (APUF) and extends the work on
different types of attacks on the PUF designs to break the security of the
device, which includes advanced computational algorithms. Machine learning (ML)
based attacks are successful in attacking existing designs. So in this, the
resistance of the modified, proposed design of APUF is examined by modelling
the attack based on the logistic regression a MLbased algorithm. The design is
validated on Basys-3 Artix -7 FPGA board with a part number (xc7a35tcpg236-1).

7
The categories of this paper are: hep-th
31
The categories of this paper are: ao-sci
35
The categories of this paper are: mtrl-th
29
The categories of this paper are: funct-an
10
The categories of this paper are: q-bio
12
The categories of this paper are: nucl-th
22
The categories of this paper are: chao-dyn
8
The categories of this paper are: hep-ex
30
The categories of this paper are: q-alg
18
The categories of this paper are: econ
13
The categories of this paper are: quant-ph
37
The categories of this paper are: supr-con
16
The categories of this paper are: stat
19
The categories of this paper are: eess
36
The categories of this paper are: cmp-lg
27
The categories of this paper are: comp-gas