Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: E-DPNCT: An Enhanced Attack Resilient Differential Privacy Model For
  Smart Grids Using Split Noise Cancellation   High frequency reporting of energy utilization data in smart grids can be
used to infer sensitive information regarding the consumer's life style. We
propose A Differential Private Noise Cancellation Model for Load Monitoring and
Billing for Smart Meters (DPNCT) to protect the privacy of the smart grid data
using noise cancellation protocol with a master smart meter to provide accurate
billing and load monitoring. Next, we evaluate the performance of DPNCT under
various privacy attacks such as filtering attack, negative noise cancellation
attack and collusion attack. The DPNCT model relies on trusted master smart
meters and is vulnerable to collusion attack where adversary collude with
malicious smart meters in order to get private information of other smart
meters. In this paper, we propose an Enhanced DPNCT (E-DPNCT) where we use
multiple master smart meters for split noise at each instant in time t for
better protection against collusion attack. We did extensive comparison of our
E-DPNCT model with state of the art attack resistant privacy preserving models
such as EPIC for collision attack and with Barbosa Differentialy Private (BDP)
model for filtering attack. We evaluate our E-DPNCT model with real time data
which shows significant improvement in privacy attack scenarios without any
compute intensive operations.

26
The categories of this paper are: bayes-an
3
The categories of this paper are: physics
2
The categories of this paper are: math
15
The categories of this paper are: nucl-ex
37
The categories of this paper are: supr-con
31
The categories of this paper are: ao-sci
11
The categories of this paper are: hep-lat
17
The categories of this paper are: q-fin
10
The categories of this paper are: q-bio
35
The categories of this paper are: mtrl-th
9
The categories of this paper are: nlin
7
The categories of this paper are: hep-th
19
The categories of this paper are: eess
29
The categories of this paper are: funct-an
0
The categories of this paper are: hep-ph
27
The categories of this paper are: comp-gas