PROJECT TITLE :

Leveraging Strategic Detection Techniques for Smart Home Pricing Cyberattacks

ABSTRACT:

In this work, the vulnerability of the electricity pricing model in the smart home system is assessed. Two closely related pricing cyberattacks which manipulate the rule of thumb electricity costs received at sensible meters are considered and that they aim at reducing the expense of the cyberattacker and increasing the height energy usage in the local people. One event detection technique that uses support vector regression and impact difference for detecting anomaly pricing is proposed. The detection capability of such a way remains restricted since it does not model the long term impact of pricing cyberattacks. This motivates us to develop a partially observable Markov decision method primarily based detection algorithm, which has the ingredients such as reward expectation and policy transfer graph to account for the cumulative impact and therefore the potential future impact thanks to pricing cyberattacks. Our simulation results demonstrate that the pricing cyberattack can reduce the cyberattacker's bill by thirty four.3 percent at value of the rise of others' bill by 7.nine p.c, and increase the height to average ratio (PAR) by thirty five.seven p.c. Furthermore, the proposed long run detection technique has the detection accuracy of a lot of than ninety seven p.c with important reduction in PAR and bill compared to repeatedly using the single event detection technique.


Did you like this research project?

To get this research project Guidelines, Training and Code... Click Here


PROJECT TITLE :Leveraging Conceptualization for Short-Text Embedding - 2018ABSTRACT:Most short-text embedding models sometimes represent each short-text solely using the literal meanings of the words, that makes these models indiscriminative
PROJECT TITLE :Leveraging Intelligence from Network CDR Data for Interference Aware Energy Consumption Minimization - 2018ABSTRACT:Cell densification is being perceived because the panacea for the approaching capability crunch.
PROJECT TITLE :Leveraging Degradation Testing and Condition Monitoring for Field Reliability Analysis With Time-Varying Operating MissionsABSTRACT:Traditionally, degradation testing and condition monitoring are used separately
PROJECT TITLE :Leveraging Non-Volatile Storage to Achieve Versatile Cache OptimizationsABSTRACT:The efficiency of caches plays a vital role in microprocessor. In this paper, we tend to introduce a completely unique and versatile
PROJECT TITLE :Leveraging Heterogeneous Power for Improving Datacenter Efficiency and ResiliencyABSTRACT:Power mismatching between supply and demand has emerged as a top issue in trendy datacenters that are beneath-provisioned

Ready to Complete Your Academic MTech Project Work In Affordable Price ?

Project Enquiry