Volume 8 | Issue 5 |

 Abstract

Phishing attacks are one of the most prevalent and least defended security threats today. An approach is proposed which uses Natural Language Processing (NLP) techniques to analyze text and detect inappropriate statements that are indicative of phishing attacks. NLP offers a wholesome solution for this problem as it is capable of analyzing the textual content to perform intelligent recognition and performing semantic analysis of text to detect malicious intent. The approach also makes use of Deep Learning frameworks with Neural Network. The Phishector (Phishing Detector) takes input as an email and gives the output as the accuracy with which it is predicting whether an email is phished or legitimate. We have worked upon 2 datasets: SpamAssassin and Ham-Spam datasets. Also build our model using various Machine Learning techniques such as Bagged decision tree, Random Forest, Extra Trees, Adaboost, Stochastic Gradient Descent, Naive Bayes, SVM, and Voting Ensemble. As per our observance, Random Forest and Extra Trees outperform for SpamAssassin and HSD dataset respectively. Neural Network also outperforms when tested with a variety of layers, epoch, and batch size using Adam optimizer.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Phishing detection, Random forest, SVM, Naive Bayes, LSTM, machine learning, email fraud, neural network, mRMR, Extra trees, Adaboost, Voting ensemble.

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Frame composition ins display processors has attained a place of significant importance in the utilization of the computing resources due to the rising trends of larger display panel screens in the smartphone market. There is a significant demand among the user demographics of smartphones for a need of better visual output and user-interface of the smartphone screens. A better and more complex user-interface and graphics on the smartphone screen results in a larger number of frames to be composited together to show the user the final display output. Frame composition refers to the process of overlaying various frames such as the user-interface bar, app icons, wallpaper, splash screen in a certain order pertaining to its z order to make up the final display out which the users sees. This task of composition of the frames can be carried out by various approaches which will be explored and an in depth understanding of the differences and the similarities between them will be gained and logged to optimize the approaches resulting in better performance of the frame composition process.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Frame-Composition,Writeback,OpenGLES, Mobile Display, Pipelines.

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Respiratory signal is the common interpretation technique for the measurement of respiration system. Now a day�s respiration signal and respiration rate are widely used for the diagnosing clinical application because many people are suffered from the heart and lung disease. This paper leads to developing a respiratory signal processing and monitoring in LabVIEW software using Arduino and sensor DAQ 6009. It provides efficient and economical system for the measurement of respiratory system. The monitoring parameter are acquired through the Spirometer sensor and displayed on the LabVIEW front panel and Arduino Serial Monitor.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Respiratory, LabVIEW, Arduino, Spirometer, Signal processing.

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

: This paper aims to review the packaging of medical devices and its regulation. According to the World Health Organization (WHO), Healthcare Associated Infections (HAIs) are the most common adverse event in the delivery of Health care services worldwide, disquieting hundreds of millions of patients each year. Ensuring the sterility of medical devices is an important tactic in the overall attempt to decrease the rate of infections in hospitals and other health care settings. Effective packaging and packaging materials are crucial to help preserve the sterility of medical devices. However, the integrity of packaging material can degrade/destroy overtime due to environmental exposure, or be compromised through normal handling encountered during storage and transportation .As a result, rigorous testing of packaging systems used with medical devices is obligatory in most major jurisdictions around the globe.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Medical devices, packaging, sterilization, USFDA, GHTF, Regulation

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Urban growth is considered as one of the essential indicators of economic growth and development of a country. Along with the increase of population, towns have been growing rapidly in physical dimension in the past few decades. Bolpur town is one of the fast growing towns of the Birbhum District of West Bengal. Bolpur town is situated almost in the middle of the Bolpur- Sriniketan C.D. Block, which is the southernmost Block of Birbhum District. It includes world famous Santiniketan , place of Rabindranath Tagore. The objective is to study the pattern of urban expansion and rapid population growth of Bolpur town and analyze the factors behind this urbanization process. The study is based on secondary data. The relevant maps are drawn by using GIS application. Bolpur town has been grown up from a village to a municipal town. Bolpur is the only municipality in Bolpur sub-division. The decadal growth rate in 1991-2001 was 24.1%. Various economic and cultural factors are responsible for the rapid urban expansion. But variation of population growth is also found among the different wards of Bolpur Town.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Urban expansion, Development, Population growth, Town, C.D. Block, Economy.

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Robotics is one of the trending technologies in the world now. Autonomous Robots are used in various fields such as Industries, Bionics, Medicine, Military, Agriculture, Surveillance etc. Our Project aims to provide a prototype for using robotics in agriculture. The main goal of this project in agriculture field is to increase the productivity rate, reduce man power and save time. The most prominent use of robots in agriculture field is during the phase of crop production. Our project �FARMER FRIENDLY BOT� performs the work required crop production like ploughing the field, seed sowing, mud levelling and irrigation. The main component used is AVR At mega micro controller which supervises the entire process. The robot operates on automated mode in the agricultural field and manual mode while off the field.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Robotics, land ploughing, seed sowing, mud levelling, Irrigation, AVR At mega micro controller

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Diseases in plants cause decrease in both quality and quantity of agricultural products. The main problem of farmers is the detection of leaf diseases. The leaf disease detection has very important role nowadays. Thus, it is of abundant prominence to diagnose the plant diseases at initial stages so that suitable and timely action can be taken by the farmers to avoid further losses. Early information on crop health and disease detection can encourage the control of diseases through appropriate administration systems. This technique will improve productivity of crops. This paper presents the technique to detect the leaf disease also compares the benefits and limitations of these potential methods.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

leaf disease, crop, farmers, plants, productivity.

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Measures of brand preference attempt to quantify the impact of marketing activities in the hearts and minds of customers and potential customers. Higher brand preference usually indicates more revenues (sales) and profit, also making it an indicator of company financial performance. Brand preference is used in many marketing applications including copy testing, brand lift and brand valuation. To study on Consumer Brand Preference of Luxury Cars with Particular reference to Surat city. Descriptive research design was used in this study and primary data were collected through questionnaire and 100 respondents were used for the study. From the study we get to know that mostly respondents had purchased the Maruti Suzuki brands cars and Skoda brand. And for the purchase of the luxurious cars mostly friends and relative factors comes into the picture. And respondents had made that luxurious cars should provide higher safety .And for the selection of the car, respondents highly influenced through brand name in the market. There are key dimensions such as comfort, safety, interior and exterior are very important in the luxurious cars.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Luxurious Cars and brand preference

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

The purpose of the paper is to study on effectiveness of online marketing Meera Industry. 50 sample were taken from overseas. Both primary and secondary data were used in research. one sample t-test, frequency analysis response were used as data analysis statistical tools. people are satisfied with effectiveness of online marketing .The findings may be used marketers to design marketing strategy for meera Industry.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Effectiveness of online marketing ,textile machinery

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Pollution is harmful to health of living beings and it is pervaded everywhere. Multiple pollutants are causing disease and epidemics like COVID-19 contributing to a situation where pandemics seriously threatening the health of people, economy and sustainable development. The worsening panic like situation of accelerated spread of COVID cases across the world particularly in pollution shrouded cities, sudden announcement and extensions of lockdowns necessitated the need of the study of the impact of pollution on rapid spread of novel coronavirus. The study employs a qualitative approach to collect the data and it is used to study the relation between the high pollution and pacing novel coronavirus.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Pollution, COVID-19, Novel Coronavirus, Health, Lockdown.

  License

Creative Commons Attribution 4.0 and The Open Definition