MIT-World Peace University (MIT-WPU) is a top educational institute located in Pune, India. It is recognized within&nbsp;UGC under Government of Maharashtra Act No. XXXV 2017.&nbsp;

It is part of the MIT group of institutions (established in 1983) which covers 10+ campuses across India and has more than 50,000+ students enrolled across various disciplines at a given point of time. The institute houses 15 schools ranging from Engineering &amp; Technology, Design, Pharmacy, Commerce, Governance among others. It offers undergraduate, postgraduate and PhD programs among different disciplines.&nbsp;

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MIT World Peace University

Engineering and Technology

The number of malware samples intercepted and analyzed by antivirus providers has increased considerably in recent years. However, much of this software is essentially a repackaged version of malware that has already been identified. Consequently, assessing whether a piece of malware belongs to a known family or exhibits previously identified behavior that requires additional examination has become crucial. Random forest and Decision tree algorithms, as well as hybrid models of both algorithms, have been employed in past studies and research papers. We attempted to introduce an additional prediction technique known as SGD, which delivers good results when a dataset has over 100k variables (In our case 130k). As a result, SGD is one of our study paper’s distinguishing characteristics. Our approach has also been tested on both packed and obfuscated malware samples, ensuring that it is both reliable and scalable.

School of Computer Engineering & Technology

Malware Analysis Using Machine Learning Techniques

School of Electronics & Communication Engineering

World University root node

A Literature Review on Pedestrian’s Intent Detection

Intelligent AI Assisted Psychological Disorder Analysis Using Sentiment Inference

Skin detection for forensic investigation

School of Civil Engineering

“ Implementation of barcode technique for logistic management and its comparison with traditional logistic Management ”

Silicon photonics is achieving developments in <a href="https://www.sciencedirect.com/topics/engineering/optical-computing">optical computing</a> and information processing. It necessitates the efficient design of <a href="https://www.sciencedirect.com/topics/engineering/arithmetic-logic-unit">Arithmetic Logic Unit</a> (ALU) to perform optical micro-operations such as adder/subtractor, <a href="https://www.sciencedirect.com/topics/engineering/comparator">comparator</a>. The earlier work reported for ALU design used Mach-Zehnder Interferometer (MZI), <a href="https://www.sciencedirect.com/topics/engineering/semiconductor-optical-amplifier">semiconductor optical amplifiers</a>, <a href="https://www.sciencedirect.com/topics/engineering/terahertz">terahertz</a> optical asymmetric <a href="https://www.sciencedirect.com/topics/engineering/demultiplexer">demultiplexer</a> (TOAD) and <a href="https://www.sciencedirect.com/topics/engineering/beam-splitter">beam splitter</a>. These approaches make optical circuit larger in size and difficult to integrate with Very Large Scale <a href="https://www.sciencedirect.com/topics/physics-and-astronomy/integrated-optics">Integrated Optics</a> (VLSIO). Here, we propose an all-optical ALU exclusively using Micro-Ring Resonator (MRR) to perform addition and comparison. The use of MRR to design ALU makes the proposed design novel and easy to integrate with VLSIO. The operations performed are one-bit addition and one-bit comparison. Beam splitter is replaced by MRR which has resulted in low intensity losses. The performance of the proposed ALU is discussed with simulation results and calculated losses. The output is verified for different input combinations of the half <a href="https://www.sciencedirect.com/topics/engineering/adders">adder</a> and comparator with electric field intensity distribution using 1550&nbsp;nm wavelength. More losses are observed in <a href="https://www.sciencedirect.com/topics/engineering/comparator-circuits">comparator circuit</a> as compared to <a href="https://www.sciencedirect.com/topics/engineering/adder-circuit">adder circuit</a>. Low losses and less MRR makes ALU <a href="https://www.sciencedirect.com/topics/engineering/optimised-design">design optimized</a>.

Optik

Micro-ring resonator based all-optical Arithmetic and Logical Unit

Yoga’s popularity is increasing daily. Doing Yoga regularly helps physically, mentally, and spiritually. Many people practice yoga without any formal training. However, practicing yoga incorrectly or even without proper supervision can lead to serious health problems such as stroke, nerve damage, and so on. As a result, there is a need for scientific posture analysis ensuring appropriate yoga posture is an essential aspect to consider. Pose identification strategies are effective in identifying posture and assisting people in performing yoga more effectively. Due to the paucity of data and real-time positioning, position detection is a difficult task. In this paper, we have done an extensive literature survey and offer a method for real-time pose estimation that uses the deep neural network(DNN) model to detect and fix errors in a person’s stance.