National Conference on Innovations and Research in Science & Technology (NCIRST-22)

Paper Type :: Research Paper
Title :: Detection of Phishing Web as an Attack: A Comprehensive Analysis of Machine Learning Algorithms on Phishing Dataset
Country :: India
Authors :: Mr. Swapnil S. Chaudhari || Dr. Satish N. Gujar || Dr. Farhat Jummani
Page No. :: 01-07
In this day's era, the Internet and the web users are increasing day-by-day along with electronic trading, making bank payments online, purchases and transactions on daily life products and services. Due to this growth, it may lead to another's excess Like stealing the user's information or logging on behalf of users in their systems and damaging the resources. Phishing is one of the techniques which may lead to diverting the users into malicious content websites and stealing all the information. The objective of the Phishing mechanism Is to steal or take a user's credentials like Username, passwords, Credentials for banking transactions, etc. As technology continues to grow the Phishing mechanism starts to progress so we have to prevent it somewhere by using the anti-phishing mechanisms to detect the Phishing at the source..............

Keyword :Phishing Attack, Detection Phishing Website, Machine Learning Algorithms, Classification, Random Forest Classifier, XGBoost Classifier.

[1]. A. Desai, J. Jatakia, R. Naik, and N. Raul, "Malicious web content detection using machine leaning," RTEICT 2017 - 2nd IEEE Int. Conf. Recent Trends Electron. Inf. Commun. Technol. Proc., vol. 2018–Janua, pp. 1432–1436, 2018.

[2]. AlEroud A, Karabatis G. Bypassing detection of URL-based phishing attacks using generative adversarial deep neural networks. In: Proceedings of the Sixth International Workshop on Security and Privacy Analytics 2020 Mar 16 (pp. 53–60).

[3]. Aljofey A, Jiang Q, Qu Q, Huang M, Niyigena JP. An effective phishing detection model based on character level convolutional neural network from URL. Electronics. 2020 Sep; 9(9):1514.

[4]. Chiew KL, Chang EH, Tiong WK,"Utilisation of website logo for phishing detection", Computer Security, pp.16–26, 2015.

[5]. Gandotra E., Gupta D, "An Efficient Approach for Phishing Detection using Machine Learning", Algorithms for Intelligent Systems, Springer, Singapore, 2021, 12.

Paper Type :: Research Paper
Title :: A Unification Model of Mobile Cloud Computing & Big data for Health care Systems
Country :: India
Authors :: Mrs. Shwetal K. Patil || Dr. Satish N. Gujar || Dr. Pradhnya M. Wankhade
Page No. :: 08-13

In today's health care Era Massive amounts of structured, unstructured, and semi-structured data have been generated by a variety of institutions around the world, and this data is collectively known as big data. Big data analytics enable extracting value from data having four Vs: volume, variety, velocity, and veracity and Challenges in Big data analysis about Health Care. Again Mobile cloud computing integrates mobile and cloud, it's nothing but computing to on-demand ease of use of computer system resources, storage, power and benefits and overcomes their limitations, such as restricted memory, CPU command, and battery living. This paper examines the importance of mobile cloud computing and big data analytics in enabling network health care. This study also introduces MCC and the hierarchical model, through which this system achieves a respectable routine of healthcare services at any time and at any location, while also maintaining the privacy and security of the consumer's private information (patient).


Keywords: Big Data Analysis, Mobile could computing, Big data analytics, Healthcare systems, Mobile cloud computing.

[1]. A. Gandomi and M. Haider, beyond the hype: Big data concepts, methods and analytics, International Journal of Information Management, vol. 35, no. 2, pp. 137–144,2015.
[2]. LO'AI A. TAWALBEH, RASHID MEHMOOD3," Mobile Cloud Computing Model and Big Data Analysis for Healthcare Applications,IEEE Access, 2169-3536,VOLUME 4, 2016
[3]. D. West, ``How mobile devices are transforming healthcare,'' Issues Technol. Innov., vol. 18, no. 1, pp. 1_11, 2012.
[4]. L. Qian, Z. Luo, Y. Du, and L. Guo, ``Cloud computing: An overview,'' in Proc. IEEE Int. Conf. Cloud Comput., Dec. 2009, pp. 626_631.
[5]. Sunil Kumar et al.,"Big Data Analytics for Healthcare Industry: Impact, Applications, and Tools" , SSN222096- 0654 l l05/06l lpp48–57 Volume 2, Number 1, March 2019 DOI: 10.26599/BDMA.2018.9020031

Paper Type :: Research Paper
Title :: Study of Soil Nailing Using Plaxis 3d
Country :: India
Authors :: Mr.P.B.Shinde || Ms. Arati Gaikwad
Page No. :: 14-19

Nowadays, several transportation departments are in work progress, to cope up with the system growth by considering various major roadways construction plan in Ghat-section roadways, major infrastructure improvements to their highways. With the increasing population roadways are being expanded by area, roads are stream line to common connect. This becomes complex when irregular earth surface exists like Ghat section, hill station etc. to construct the roadways and other infrastructure. Earth retaining walls have been always supportive, to construct or rigidly hold the construction material or to give supportive form. This project helps in investigating of soil nailing while constructing a infrastructure by modelling & solving a Finite element analysis............


Keywords: Soil nailing system; nails characteristics; soil slope; surcharge loading; nails orientation

[1]. Dariush javani , bernt aadnoy , mahdi rastegarnia,failure criterion effect on solid production prediction and selection of completion solution, journal of rock mechanics and geotechnical engineering 9 (2017) 1123e1130
[2]. Amir hamidi,saeed tourchi , fatemeh kardoon,a critical state based thermo-elasto-plastic constitutive model for Structured clays,journal of rock mechanics and geotechnical engineering 9 (2017) 1094e1103
[3]. saurabh rawat, ashok kumar gupta, anil kumar,pullout of soil nail with circular discs: a three-dimensional finite element analysis,journal of rock mechanics and geotechnical engineering 9 (2017) 967e98
[4]. w.R. Azzam , a. Basha,utilization of soil nailing technique to increase shear strength of cohesive soil and reduce settlement,journal of rock mechanics and geotechnical engineering 9 (2017) 1104e1111
[5]. rohola hasanpour ,, jürgen schmitt , yilmaz ozcelik,examining the effect of adverse geological conditions on jamming of a single shielded tbm in uluabat tunnel using numerical modeling,journal of rock mechanics and geotechnical engineering 9 (2017) 1112e1122

Paper Type :: Research Paper
Title :: Experimental Stress Analysis and Topology Optimization of Steering Arm (Pit-Man's Arm) of Heavy-Duty Vehicle
Country :: India
Authors :: Miss. Narawade G. S. || Mr. Kadam G. N.
Page No. :: 20-28

Today's advancement in the industrialization for manufacturing automotive parts has become much easier and allied. Decrease in vehicle mass is a solution for the optimization strategy to increase the performance by reducing in its mass constraints in the part. This paper helps in investigating the Pit-Man Arm which is also known as steering link, this link impacts large force on it, so it is important to check its strength under the vehicle mass loading condition, also to optimize the link for its mass reduction using topology optimization in ANSYS workbench. This study also emphases transient mode of structural formation followed by static structural and topology-based optimization.


Keywords: Pit-Man Arm, Impact load, Transient structural, Static Structural, Topology optimization

[1]. Sijith PM, Prof. Shashank Gawade, Prof. S.S Kelkar "CAE Analysis and Structural Optimization of Pitman Arm" International Journal of Science, Engineering and Technology Research (IJSETR), Vol. 5, Issue 6, June2016, ISSN: 2278-7798, pp.1901-1903.
[2]. Vimal Rau Aparow, KhisbullahHudha, ZulkiffliAbdKadir, Megat Mohamad HamdanMegat Ahmad, and Shohaimi Abdullah "Modeling, Validation, and Control of Electronically Actuated Pitman Arm Steering for Armored Vehicle" International Journal of Vehicular Technology, Volume 2016, Article ID 2175204, pp. 1-12
[3]. Srilekha Aurulla , G. Gopala Krishna "Modeling and Analysis of Steering Lever Link of a Tractor" IJIRSET Vol. 5, Issue 11, November 2016, pp. 19801-19808
[4]. Kazem Reza Kashyzadeh, Mohammad Jafar Ostad-Ahmad- Ghorabi, Alireza Arghavan "Fatigue life prediction of package of suspension automotive under random vibration based on road roughness" Mediterranean Journal of Model and Simulation ISSN 2335-1357 (2015) pp 037-050.
[5]. Aniket Kolekar, Mr. Shubham R. Gound, Mr. Mahesh S. Ban "Design of Fixture for Manufacturing of Pitman Arm" IRJET, Volume: 04, Issue: 05 May -2017, pp. 1714-1720
[6]. Yuvraj N. Doke, Prof. Sameer M. Shaikh. "Design & Analysis of Steering System Drag Link against Buckling Loads for Tipper Application" Recent Trends in Mechanical Engineering - 2016[IJIERT], ISSN: 2394-3696, pp. 1-7

Paper Type :: Research Paper
Title :: Analyze blood pressure to recognize emotion of human being using Machine Learning
Country :: India
Authors :: Sakshi Shinde || Swati Chandurkar
Page No. :: 29-31

Emotion intelligent and user interfaces is playing a powerful role in everyday life of human beings by using emotion recognition techniques with wearable computing devices. The stress factor has been observed as a main object that influence a variety of human health action nowadays. The word stress is treated to be one of the dominant factors leading to different health problems. The analysis mostly depends on the medical practitioner and based on their clarification and evaluation. Still, it is not feasible for the user to get the medical practitioner exhausted on a daily basis due to the boisterous agenda. Blood pressure monitoring for stress management is accomplished by the transitory time of each pulse as well as artificial neuron network nearly new to anticipate human blood pressure.


Keywords: Emotional Intelligence; Artificial Neuron Network (ANN); Stress Detection System (SDS); photoplethysmography (PPG).

[1]. Sicheng Zhao, Senior Member, IEEE, Guoli Jia, Jufeng Yang, Guiguang Ding, Kurt Keutzer, "Emotion Recognition from Multiple Modalities: Fundamentals and Methodologies", 2021.
[2]. Qiang Lin, Tongtong Li, P. Mohamed Shakeel, R. Dinesh Jackson Samuel, "Advanced artificial intelligence in heart rate and blood pressure monitoring for stress management", 2020.
[3]. Malikeh Pour Ebrahim, Fatemeh Heydari, Taiyang Wu, Katherine Walker, Keith Joe , Jean- Michel Redoute & Mehmet Rasit Yuce, "Blood Pressure Estimation Using On-body Continuous Wave Radar and Photoplethysmogram in Various Posture and Exercise Conditions", 2019.
[4]. Sumit Garg, J.L. Agarwal, "Relationship of Emotional Intelligence with Pre-Hypertension Hypertension and its Impact on Autonomic Nervous System as Assessed by Heart Rate Variability in Adult Males", 2019.
[5]. Latifa Nabila Harfiya , Ching-Chun Chang and Yung-Hui Li, "Continuous Blood Pressure Estimation Using Exclusively Photopletysmography by LSTM-Based Signal-to-Signal Translation", 2021

Paper Type :: Research Paper
Title :: Impact of water as working Fluid in Wraparound Heat Pipe Performance considering Environment
Country :: India
Authors :: Mahesh Raosaheb Jagadale || Amit Malsiddrappa Patil
Page No. :: 32-36

Heat pipe is a hotness move gadget that joins the standards of warm conductivity and stage progress to proficiently oversee move of hotness between two strong points of interaction. The fundamental component of hotness pipe is that it tends to be intended to move heat between the heart source and the hotness sink with tiny temperature distinction. The variables influencing the exhibitions of hotness pipe are different cutoff points, for example, viscous cutoff, sonic cutoff, Capillary cutoff, boiling limit, Entrainment limit. Improvement in Performance of hotness line should be possible based on determination of different working liquids. Refrigerant as working fluid used in heat pipe. But refrigerant has impact on Global warming and Ozone Layer Depletion. So many studied were carried out to find alternate for working fluid. In this paper discussion on Water as working fluid of wraparound heat pipe is done. As water has no impact on Global warming and Ozone Layer Depletion.


Keywords- Wraparound Heat pipe, Effectiveness, wick structure, working fluid

[1]. Vishnupant J. Sargar , Pruthveeraj D. Mali, "Design, Development and Testing of Cross flow Circular Heat Pipe For Cooling Of Oil", International Journal Of AdvancedTechnology In Engineering and Science, Vol.2,Issue No.12, pp 683-689,Dec-2014.
[2]. Gerardo Carbajal, Haydn N.G. Wadley, Douglas T. Queheillalt, "A multifunctional heat pipe sandwich panel structure", International Journal of Heat and Mass Transfer 51, pp 312-326, 2008.
[3]. B.Ch. Nookaraju, P S V Kurmarao, H.Prashanth, C.Pradeep, "Experimental Study On Behaviour Of Sintered Copper Wick Heat Pipe at Different Orientations", International Journal Of Innovative Research In Advance Engineering, Issue-5,Vol.2, pp 176-180, May-2015.
[4]. R.A. Hossain, M.A.K Chowdhuri , C. M. Feroz, "Design, Fabrication and Experimental Study Of Heat Transfer Characteristics of a Micro Heat Pipe", Jordan Journal Of Mechanical and Industrial Engineering, Volume 4, Number 5,pp 531-542, 2010.
[5]. Per Wallin, " Heat Pipe ,Selection Of Working Fluid", Project Report MVK160 Heat and Mass Transfer, ppl-7, 2012.

Paper Type :: Research Paper
Title :: Wireless Safety System for Mine Workers Based On WSN
Country :: India
Authors :: Shinde Sonali || Shinde Arti || Sable Mohan
Page No. :: 37-42

Today Safety of miners is a major challenge. Miner's health and life is vulnerable to several critical issues, which includes not only the working environment, but also the after effect of it. Mining activities release harmful and toxic gases in turn exposing the associated workers into the danger of survival. This puts a lot of pressure on the mining industry. To increase the productivity and reduce the cost if mining along with consideration of the safety of workers, an innovative approach is required. Miner's health is in danger mainly because of the toxic gases which are very often released in underground mines. These gases cannot be detected easily by human senses......


Keywords: Wireless sensor network, Wi-fi technology, Coal mine safety.

[1]. Sanket N. Bhagat, S. L. Nalbalwar. Lab VIEW Based Tool Condition Monitoring And Control For CNC Lathe Based on Parameter Analysis. IEEE International Conference on Recent Trends in Electronics Informtion Communication Technology, India, May 2016, 1440–1442.
[2]. Access online india/mines-saftey-in-india-coal-mine-worker-death-2964759.
[3]. Fei WANG, Weijie WANG, Xiaohui QIN, Xuezeng ZHAO. Study on the Application of Wi-Fi in Monitor System for Coal Mine. 2nd International Conference on Future Computer and Communication, 2010, China, Volume-3, 127–131.
[4]. Rajkumar Boddu, P. Balanagu, N. Suresh Babu. Wi-Fi Based Mine Safety Monitoring System with GSM. International Journal of Computer & Communication Technology, 2012, India, Volume-3, 63–67.
[5]. Vaibhav Pandit, Prof. U. A. Rane. Coal Mine Monitoring Using ARM7 and Wi-Fi . International Journal of Emerging Technology and Advanced Engineering, 2013, India, Volume-3, 352–359..

Paper Type :: Research Paper
Title :: Wireless Based Collision Avoidance System for Railway Sector using Raspberry Pi
Country :: India
Authors :: Prof.S.R.rohile || Korade Shital Bharat || Phadale Shraddha Baburao || More Harshada Sandip
Page No. :: 43-48

Human negligence and human error have become the primary cause for train accidents in India. The objective of the paper is to eliminate train accidents by exploiting surveillance. Each locomotive is equipped with an automated surveillance system. The train tracks in railway network are segmented and given with distinct track numbers which are read by surveillance system inside the locomotive. This track number will be shared with neighbor trains using Radio Frequency Communication by the surveillance system. The system then compares its track number with neighbor train track numbers. On locating same track numbers, steps are taken by the surveillance system to caution the concerned motorman in order to stop the train and avoid mishaps...........


Keywords : Raspberry pi,GSM,GPS,Ultrasonic sensor,monitor.

[1] P. C. Sharma & Amitabh (2004), "Safety as Key Business Theme! – Indian Railways Perspective", International Railway Safety Conference, Perth.
[2] Dr.M.geethanjali, K.P.Shantha Krishnan, G.Raji RF based train collision avoidance system. Segmenting and numbering the tracks, results in sophisticated surveillance at ease of data handling February 2020
[3] R. Immanuel Rajkumar, Dr.P. E. Sankaranarayanan, Dr.G.Sundari, Real Time Wireless based Train Tracking, Track Identification and Collision avoidance System for Railway Sectors 6, June 2014Mahesh, Ch. Balaram Murthy Wireless Based Collision Avoidance System for Railway Sectors This system is having the dynamic nature to detect the objects in the track. 7, July 2016
[4] Prof. A. Haja Abdul Khader Dr. N. Jayaveeran IoT-based Collision Avoidance System for Railways using Fog Computing Features include train collision detection which notifies train drivers and the nearest station about the presence of another train on track which may cause collision April 2018
[5] Ansari Mohd Abid, Monali Sudhir Kini, Mayuri Subhash Kini,Prajkta Akre. Railway Accident Avoidance System System design and develop IOT based Railway Accident Avoidance System using Cloud Computing Technology & Raspberry-pi. May - June 2019

Paper Type :: Research Paper
Title :: GPS Based Location Monitoring System with Geo-Fencing Capabilities
Country :: India
Authors :: Reshma Thube || Akshada Thube || Prajwal Kute || Prof. N. S. Kothari
Page No. :: 49-54

This paper presents a study on GPS Based Location Monitoring System with Geo-fencing Capabilities. This system provided a high- security system that prevents vehicles from being stolen. It also issued an alert to the user based on the boundary of the location by using the Internet of Things (IoT). In this study, the system could easily monitor and track the location of the vehicle and was able to issue an alert when the vehicle exited the geofence area. This system was separated into two parts which were the hardware and software. The hardware parts were the ESP8266 NodeMCU and GPS module while Google Maps and IoT platform were the software parts........


Index Terms - GPS Location Monitoring; Geo-fencing; Internet of Things; vehicle tracking.

[1]. M. Mukhtar, "GPSs-baseds advance vehicles tracks and vehicles controls-systems," Int, J. Intell, Syst, Appl., vol. 7, no. 3, p. 1, 2015.
[2]. A. Damani, H. Shah, K. Shah, and M. Vala, "Global-positions-systems for objects tracks," Int, J, Comput. Appl., vol, 109, no, 8, p. 3977–3984, 2015.
[3]. F. Reclus and K. Drouard, "Geofence for fleets and freights managements," "in 2009 9th, International Conference on Intelligent Transport System, Telecommunications, (ITST)," 2009, p. 353–356.
[4]. G. Cardone, A. Cirri, A. Corradi, L. Foschini, R. Ianniello, and R. Montanari, "Crowdsen at Urban- Area for Cityi - scale Mass Gather Managements: Geofencing and Activity Recognitions," IEEE Sens, J., vol. 14, no. 12, pp. 4185–4195, Dec. 2014.
[5]. N. N. Ramaprasad and P. Narayanan, "Volunteere-Geographic Informations -Systems & Its Contribution in Service Sector Employment, in Geographic -Information -System", IntechOpen, 2019.

Paper Type :: Research Paper
Title :: Advanced Bank Security with Working and Non Working Hours Using Raspberry-Pi
Country :: India
Authors :: Prof. S. T. Dumbre || Bhosale Pratiksha || Kadam Kaveri || Shinde Komal
Page No. :: 55-59

decision. The security system is planned to perceive the unlawful entrance in the bank locker room zones that ordinarily happens in cases of the thefts. The genuine stress with current physicallymanaged security structure is that if the robbery occurs by then the banks are not had the ability to recognize the plunderers due to non attendance of confirmation. In our investigation we use controllers with different sensors (Metal or Fire) as observatory to recognize or perceive intruder or unpredictable activities inside the bank and ATM. The structure will focus on the security of the bank locker rooms in an effective course by recognizing and controlling unapproved development........


Keywords: Raspberry -pi, keypad, IOT, Motor Fire sensor,Metal Detector

[1]. J. Thirumalai, Gokul. R, Ganasekaran. P, ManelloreMurali. M, "An IoT based Bank Locker Security System", International Journal of Engineering Research & Technology (IJERT), 2020
[2]. Pooja K M and Chandrakala K G "Finger Print Based Bank Locker Security System",
[3]. International Journal of Engineering Research & Technology (IJERT), 2018
[4]. Ajay Kumar and PriyanSood "Internet of Things (IoT) for Bank Locker Security System",
[5]. IEEE 2020

Paper Type :: Research Paper
Title :: Design and development of communication system for ship using IOT
Country :: India
Authors :: Prof. S.R.Rohile || Gadge Sayali Sanjay || Kadam Rutuja Sanjay || Belote Sonali Dayanand
Page No. :: 60-67

Packet data networks at sea offer the potential for increased safety, connectivity and meteorological data acquisition. Existing solutions including satellite communication are expensive and prohibitive to most small vessels. In this paper, an Internet of Things (IoT) application is proposed as a marine data acquisition and cartography system over Ship Ad-hoc Networks (SANET). Ships are proposed to communicate over Very High Frequency (VHF) which is already available on the majority of ships and are equipped with several sensors such as sea depth, temperature, wind speed and direction, etc. On shore, 5G base station nodes represent sinks for the collected data and are equipped with Mobile Edge Computing (MEC) capabilities for data aggregation and processing.


Keyword: AVR Microcontroller, fuel leakage and fire sensor,3-axis accelerometer,IOT.

[1]. B. Hui, K. Jeon, K. Chang, S. Kim, J. Park, and Y. Lim, "Design of radio transmission technologies for vhf band ship ad-hoc network," in ICT Convergence (ICTC), International Conference on. IEEE, 2011, pp. 626–629.
[2]. S.-G. Kim, S. Sung, C. Yun, and Y.-K. Lim, "Design and implementation of a π/4-dqpsk transmitter for maritime vhf digital communications," in OCEANS, 2011 IEEE-Spain. IEEE, 2011, pp. 1–5.
[3]. M. Manoufali, H. Alshaer, P.-Y. Kong, and S. Jimaa, "Technologies and networks supporting maritime wireless mesh communications," in Wireless and Mobile Networking Conference (WMNC), 6th Joint IFIP. IEEE, 2013, pp. 1–8.
[4]. R. Mohsin and J. Woods, "Performance evaluation of manet routing protocols in a maritime environment," in Computer Science and Electronic Engineering Conference (CEEC), 2014 6th. IEEE, 2014, pp. 1–5.

Paper Type :: Research Paper
Title :: Review Paper on Design and Analysis of Hybrid Steel-Bamboo-Concrete Truss Bridge
Country :: India
Authors :: Supekar G. S. || Mehetre S. M.
Page No. :: 68-70

Firstly, this study evaluates experimentally the physical and mechanical properties of the hybrid material. Then it develops an analytical model and performs the structural design of the bridge. The connection system for joining among element on a truss structure significantly influences the strength as well as behaviour of the structure, so this study will deal with different types of connection systems. The system will be tested experimentally with a full scale model, after which the truss will be constructed and tested for loading, deflection and failure.


Keyword: Bamboo, Low-cost bridges, Bamboo footbridges, Bridge engineering, concrete filled bamboo.

[1]. Sandeep Bhardwaj, Rupali Sharma and Rajender Kumar, "An Alternative to Steel: Bamboo-A review", Journal of Engineering Computers & Applied Sciences(JECAS), Volume 3, Pg. no.10, October 2014.
[2]. Fernando Oliveira, Tiago Oliveira, "Numerical analysis of truss elements on a sustainable bamboo bridge", Dept. of Civil Engineering, IESB University Center, vol. 2, Pg no. 48, 2020
[3]. Wen-Tao Li, Yue-Ling Long, Jun Huang , Yan Lin, "Axial load behavior of structural bamboo filled with concrete and cement mortar", Construction and Building Materials 148 Pg. no.273–287, 2017
[4]. T.S. Paraskeva , G. Grigoropoulos, E.G. Dimitrakopoulos, "Design and experimental verification of easily constructible bamboo footbridges for rural areas", Engineering Structures 143 Pg no. 540–548, 2017
[5]. Giuseppe Quaranta, Cristoforo Demartino, Yan Xiao, "Experimental dynamic characterization of a new composite glubam-steel truss structure", Journal of Building Engineering, 12 April 2019