Kanaparthi Jeevan Sai, a B Tech final year student from the Department of Computer Science & Engineering, has secured an exciting job offer with an annual salary package of 11.79 lakhs from NielsenIQ, an industry leader in data points, detailed intelligence, and solutions. He will join the organisation as a full-time Java Software Engineer and work from the Chennai location.
NielsenIQ Consumer LLC is a dream destination for students who specialize in core areas of engineering. For the first three years, the university provided the students with the basics of programming, technical languages, data structures and algorithms. And later in the final year, the placement cell designed student-specific intensive training for all students aspiring for high-paying jobs. The training also covered all the possible model questions for coding rounds and discussed the pattern of previous years.
Jeevan Sai says that the projects need to be presented according to the company and it is important that the resume is well-written and simple. “Group discussions and some of the sessions which helped us to improve our personal and interview abilities and public speaking were arranged by the Department of CR&CS in association with Barclays (also a company). These and were led by industry experts. I thank the placement department for being very active throughout the placement season and clearing our doubts effectively, “Jeevan Sai stated.
Bandi Veda Sahithi from the Department of Electronics and Communication Engineering, and Sreeja Y from the Department of Computer Science Engineering have been placed at ZS Associates with an exciting CTC of 14.35 LPA.
Students started their preparation two months prior to the month of placements (approximately April-May and placements started in July). Following a disciplined timetable, and the CCC training given by the university, students have achieved their dream job offers! As Sreeja Y is a Computer Science Engineering Student, she mainly focused on DSA, DBMS, OOPs, OS and Aptitude (sources she used to prepare are Geekofgeeks, YouTube, Hackerrank, Leetcode for coding, W3schools).
The Curriculum for placement provides intensive training for 1 and a half month where the students receive CCC training, Domain training (TIME), and Aptitude training. The CCC Classes helped students understand DSA concepts and apply those concepts in coding. In the Domain training students were taught DSA, CN, OOPs, OS and it helped them further in SQL, DBMS concepts.
Sreeja expresses her gratitude for the guidance, training and sources of knowledge she received from SRM University-AP. “Approximately 75 companies lined up for recruitment in a month. Placement Cell really gives us great and wide opportunities to achieve our goals.” “The placement cell is a wonderful interactive platform that connects various companies with the university, providing abundant opportunities”, added Veda Sahithi.
Kanyaka Yesasvi, Jaya Vinay Namgiri, Payeli Indra Kiran Kumar, three vibrant students from the Department of Computer Science Engineering get placed in the reputed digital and product engineering services and solutions company Accolite Digital with an exciting CTC of 11LPA.
Accolite Digital, founded in 2007, is a cutting-edge, best-in-class digital transformation services company that has successfully delivered design-driven challenging digital transformation efforts to Fortune 500 companies. They accomplish so by using a network of talented and passionate technologists to simplify their clients’ digital journeys through human-centric design and product innovation Accolite Digital is able to generate compelling business outcomes and when applied to any organisation, this encourages cross-team collaboration to drive transformed digital experiences. Their agile product innovation strategy speeds up design and development while offering a high return on investment.
The curriculum of SRM university-AP consists of training for placements beginning from the second year of graduate studies. It helps students to plan for the recruitment drive beforehand. The curriculum of placement consists of CCC training where students are divided into batches given individual attention on respective domains.
Let’s look into what our students say:
When I got to know that I received an offer in Accolite Digital as a software engineer I was overwhelmed with happiness. From July till date more than 80 companies visited us. Every day we are applying to multiple organisations through our placement cell. I am grateful to SRM University for giving me extraordinary opportunities to launch my career.
Payeli Indra Kiran Kumar:
The CR&CS department gives training on all important aspects required for us to crack the placement, like coding classes, contests, mock interviews, mock GD etc. I started preparing for the interviews using the materials provided by CCC. The faculty in my CSE department helped in all possible ways that they can. I suggest to juniors to make use of all the opportunities provided by the university and learn core subjects like DSA, OS, DBMS and CN for cracking super dream placement offers.
Jaya Vinay Namgiri:
Acceleration bootcamp provided by CCC helped me brush up on my coding skills and made me ready to face the companies in the Placement drive 2022. I thank the placement team for providing a helpdesk virtually in spite of this covid situation. That cleared all my doubts and helped me to plan accordingly. I would like to suggest my juniors develop any one project of their interest every year so that at the end of the third year they will be ready to face the recruitment drive.
Dr Hirenkumar Thakkar from the Department of Computer Science and Engineering has published a research paper titled “RENDA: Resource and Network-aware Data Placement Algorithm for Periodic Workloads in Cloud” in the journal IEEE Transactions on Parallel and Distributed Systems Vol. 32, No. 12, pp. 2906-2920.
Each year, tech giants are spending millions of dollars to purchase the resources to store the data. However, efficient data placement is a critical issue for companies that experience several terabytes of data generation on daily basis. With such speed of data generation, it is the need of the hour to come up with a strategy for an efficient storage mechanism. This research investigates the data placement problems in cloud data centres and assists several tech giants such as Google, Facebook etc., to manage the cloud resource properly.
This research benefits society with a lower cost of cloud subscriptions, as tech giants are able to save several thousands of dollars by means of an efficient storage mechanism. This ultimately enables the tech giants to offer cloud service subscriptions at a reasonable cost.
The study was carried out in collaborations with Artificial Intelligence and Big Data Computing Lab (ABC Lab), Chang Gung University, Taiwan with Prof. Prasan Kumar Sahoo and in collaboration with Prof. Bharadwaj Veeravalli from the National University of Singapore. In addition to the current collaboration, there are several collaborations with the Indian Institute of Technology (IIT-BHU) as well as the University of Tartu, Estonia.
In future, Dr Thakkar is planning to come up with a book on cloud resource management using Nature-inspired learning. In addition to that, there are few projects such as filing two separate patents on Healthcare data analysis and opinion feature mining in collaboration with Chang Gung University, Taiwan, the National University of Singapore, and the University of Tartu, Estonia.
Read the full paper here: https://doi.org/10.1109/TPDS.2021.3080582
In the next chapter of the Freshmen Orientation Programme-2021, PADMA BHUSHAN Dr Varaprasad Reddy – Founder & Chairman of Shantha Biotechnics Ltd. will be joining us on September 03, 2021, at 10.45 am to meet and greet the new students.
Dr Varaprasad Reddy is a versatile personality who has excelled in various domains of science and technology, entrepreneurship, and industrial development. He is the founder of Shantha Biotechnics, a company that purposes to produce cost-efficient vaccines for the dwellers of India. Shantha Biotechnics developed India’s first ‘indigenously developed’ vaccine against Hepatitis-B, which was made available in the market at a much-reduced cost compared to the imported alternatives.
The credit is due to Dr Varaprasad Reddy and his vision for enabling India to become the leading manufacturer of vaccines. His fervour to contribute to the country won him several accolades, such as the coveted PADMA BHUSHAN award from the government of India and honorary ‘doctorate’ from various universities of repute. The Freshmen 2021 are encouraged to avail the opportunity of attending the session with the illustrious Dr Varaprasad Reddy on September 03, 2021, at 10.45 am, who would propel you towards brilliance and compassion.
Yuvraj Tankala and Joseph K Paul from the Department of Computer Science and Engineering, SRM University-AP has successfully bagged a cash prize of $1750 at the Datastax Hackathon held from Dec 2020 to Feb 2021. The duo formed the “Team Hexagon” and demonstrated their full-stack AI monitored online classroom and examination portal project at the international competition conducted by Datastax. It powered the innovative data apps to the Home Depot, T-Mobile, Intuit, and half of the Fortune 100 companies.
Rakuten India Enterprise Private Limited conducted this 24-hour challenge competition amongst 7000+ participants. Based on three rounds- 1) Ideation Phase 2) Build Phase 3) Finals-winners were decided. Each team comprised of one to four members and they were allotted various themes such as Mobile and Web Development, Web Analytics, Platform Development and Backend Engineering, Data Science, Machine Learning and Artificial Intelligence.
While briefing on the project, Team Hexagon elucidated, “We were excited to participate in the competition and immediately started working on the project. After outlining the base of the project, we were assured that it could create a positive impact during this unprecedented time of Covid-19 outbreak. The education system is facing tough times while managing online assessments. We introduced an AI model-based monitoring system for examiners and examinees involved in the evaluation process. The application follows the head and lip movements of the examinee by considering the various parameters. It tracks the head movement in two axes (up-down and right-left) and warns the examinee to concentrate on the screen. In a similar way, it follows the lip movement and alerts the examiner when found any abnormal movements in between assessment”.
Yuvraj and Joseph presented their project before Technology Business Incubator’s panel, which was shortlisted from 34 other proposals. Under this programme, they went under rigorous training for 12 months and received the felicitation of industry support, seed funding, innovation fund support, industry connectivity with the key players in the market. Winning over the competitive challenges has given the duo high confidence to work on multiple projects and plan to lead off a venture after the completion of academic years.
Yuvaraj Tankala and Joseph K Paul, 5th-semester B Tech Computer Science and Engineering students of SRM University-AP, Andhra Pradesh, India has worked with Dr Manikandan V M, Assistant Professor in Computer Science and Engineering Department on a research project and their research paper “A Content-based Image Retrieval Scheme with Object Detection and Quantized Color Histogram” got accepted for publication in the International Journal of Computational Science and Engineering.
Content-based image retrieval (CBIR) is an active area of research due to its wide applications. Most of the existing CBIR schemes are concentrated to do the searching of the images based on the texture, colour, or shape features extracted from the query image. In this manuscript, we propose an object detection based CBIR scheme with quantized colour histograms. In the proposed scheme, the meaningful objects will be identified from the query image by using you only look once (YOLO) object detection techniques and the quantized histograms of each of the object categories. The object lists, their count, and the area covered by the objects along with quantized colour histograms will be used during feature matching to retrieve the related images from the large image pool. The experimental of the proposed scheme is carried on the Corel 1K and Caltech image dataset. We have observed an average precision of 0.96 during the experimental study which is quite high while comparing the precision from the well-known existing schemes.
To retrieve relevant images from a large image pool, we use content-based image retrieval (CBIR) schemes. In a CBIR scheme, the properties of the query image will be matched with the properties of the images in the image pool. The images which are very close to the given query image will be returned by the CBIR scheme. Most of the existing CBIR schemes use colour, shape and texture properties for image comparison. In the proposed scheme, we use an object detection-based approach with quantized colour histograms to retrieve the relevant images from the image pool.
The real-life applications of the proposed scheme are listed below:
● In the fashion designing and textile industry, CBIR systems can be used to find the existing designs.
● The CBIR systems are useful in crime prevention by retrieving similar crime scenes or the images of criminal persons based on the query image.
● Professional web designers or poster designers want to retrieve relevant images depends on the specific context that they are working.
● To retrieve similar medical images with the relevant treatment details in a computer-assisted diagnosis system.
The team currently continue their research work in the same domain to come up with a content-based image retrieval system that will return the relevant images by understanding the relationships among the objects in the image. The classes of the objects in the scene and their properties also will be considered along with the relationship between the objects in the scene.
Smart devices and Internet of Things (IoT) are growing in importance every day and so do our security concerns about using them for our financial transactions. As we carry the world with us through wearable technology, Dr Sriramulu Bojjagani, Assistant Professor, Department of Computer Science Engineering works towards making wearable devices more secure.
With a thriving interest in Cyber Security, Formal Verification Methods and Vulnerability Analysis and Penetration Testing, Dr Bojjagani has recently published his paper on “A Secure IoT-based Micro-payment Protocol for Wearable Devices” in Peer-to-Peer Networking and Applications (PPNA), Springer.DOI: 10.1007/s12083-021-01242-y
Wearable devices are one of the parts of the essential cost of goods sold (COGS) in the wheel of the Internet of things (IoT), contributing towards a potential impact in the finance and banking sectors. There is a need for lightweight cryptography mechanisms for IoT devices because these are resource constraints. This paper introduces a novel approach to an IoT-based micro-payment protocol in a wearable device’s environment. This payment model uses “elliptic curve integrated encryption scheme (ECIES)” for encryption and decryption of the communicating messages between various entities. The proposed protocol allows the customer to buy the goods using a wearable device and send the mobile application’s confidential payment information. The application creates a secure session between the customer, banks, and merchant. The static security analysis and informal security methods indicate that the proposed protocol is withstanding the various security vulnerabilities involved in mobile payments. For logical verification of the correctness of security properties using the formal way of “Burrows-Abadi-Needham (BAN)” logic confirms the proposed protocol’s accuracy. The practical simulation and validation using the Scyther and Tamarin tool ensure the absence of security attacks in our scheme. Finally, the performance analysis based on cryptography features and computational overhead of related approaches specify that the proposed micro-payment protocol for wearable devices is secure and efficient.
Architecture for wearable devices:
The architecture for wearable devices is shown in Fig. 1. It consists of six types of entities, such as Issuer bank (IB), acquirer bank (AB), payment gateway (PG), a certification authority (CA), mobile terminal, and wearable sensing devices. The person using various wearable devices such as a smartwatch, smart wristband, smart glass, etc. In the architecture, a wearable device is connected to the mobile terminal through NFC. An app is running on a mobile device. Wearable devices are resource constraints because they have limited computing capabilities regarding battery, display, storage, and processing compared to a mobile terminal (smartphone). Hence, NFC is used to pair the wearable device and mobile terminal for transmitting public messages. Before conducting any transaction with the merchant, the customer and merchant should register their mobile numbers with the bank.
Fig. 1. Architecture for wearable devices
The customer can place an order with the merchant using the following steps and the complete messages flow in the proposed protocol is shown shown in the Figure.
● The customer places an order for an item through a wearable device.
● The request is transferred to the mobile app. The mobile app verifies the user authentication.
● After a successful authentication request, the app forwarded the request to the issuing bank for payment verification.
● The customer also sends a payment request for a deduction of the amount from his/her issuing bank.
● Once the bank validates the customer data in terms of sufficient funds available and user’s integrity. The issuing bank routes the transaction to the payment gateway through a secure network.
● In this step, the payment gateway verified the customer payment order and transferred it to the acquiring bank.
● If all the verifications are successful, then the transaction amount is then debited from the issuing bank and credited to the merchants’ acquiring bank.
As we know, most wearable devices run the Android operating system. The proposed framework developed as an Android application package (APK) file run in an Android wearable emulator, but we have operated in the Samsung Galaxy Note-2 device due to limits of the screen device and lack of environment. First, it needs to install the APK file and start running the app. Before running the app, some points need to be considered, such as the following:
● The company voice gateway provided for the service of an SMS gateway connected to Xeon server and assigned us a shortcode 56677.
● The payment gateway switch is used to communicate with the customer and merchant bank accounts.
● Two mobile numbers are registered with the banks and telecom operations, and it is used for SMS service.
● The deployed decryption web application on the Xeon server.
● HTTPS connection is used between voice gateway and Xeon server established Indian financial network (INFINET) link between server and bank.
We have not mentioned all the screenshots for the app from starting the login and authentication phase, but the protocol requires the essential information only shown in the screenshot. We didn’t mention the banks considered for implementing the micro-payment protocol for security and reputation reasons.
The proposed protocol action is as follows:
Step 1: The customer x runs a wearable application to enter Wearable-id, mobile number, pin and amount and sends an encrypted message to the Xeon server via short-code 56677. To encrypt the message, the customer may choose any one of the ECC curves as shown in Fig. 2.
Step 2: The SMS gateway receives the encrypted SMS, which is delivered to the server
Step 3: The server receives the encrypted SMS and executes the decryption application. Next, the user runs decryption activity and selects the P-224 private key. After decryption, the message is shown in Fig. 3.
Step 4: After the message is decrypted, the user presses the “Next” button to communicate with the payment gateway.
Step 5: Now, the merchant fills in the remaining fields of merchant UPI-id, mobile number, and purpose of payment and then selects any payment gateway as shown in Fig. 4.
Fig. 4: The merchant enters the details and sends to any payment server
Dr Bojjagani’s research will further refine the parameters of security in IoT enabling wearable devices to become smarter and safer.
- To make the proposed protocols more secure can add biometric-based authentication can be added.
- The future directions of the proposed framework fit only for micro-payments. In future, we have upgraded to credit card/debit card payments to enhance the proposed framework for macro-payments.
The placement legacy of the CR&CS Department at SRM University-AP continues with more and more students from the Class of 2022 getting placed at their dream companies. Take heed to our students from Computer Science Engineering and, Electronics and Communications Engineering as they passionately talk about the support they have received from the Placement cell and faculty members in securing their Super Dream job offer at Optum UnitedHealth Group. Students explain the methods of preparing for the recruitment drive, role of curriculum and faculty of SRM AP in knowledge creation, approachability of CR&CS team during placement season, and their hopes and aspirations for the future.
Godavarthi Chandra Keerthi
It is a dream come true and I am looking forward to working in the company. With constant support and training from our placement department, I could prepare for the company-specific tests and regular practice from various sources helped me a lot. Coding skills were incorporated into our curriculum throughout the early years of our engineering programme, which aided us in laying a solid foundation. Our instructors mentored us regularly, which helped us recognise where we were lacking. We were exposed to many activities like workshops, hackathons, etc. Our doubts were clarified within no time and we could move forward with the next steps. I would advise my juniors to understand their strengths and limitations and focus on improving them. And I believe that consistent practice is the key to achieving whatever one desires. I aspire to see myself in a respectable position in future.
I am selected for Optum UHG, one of my dream companies to work in. The day I got the result mail, I and my parents were beyond happy. My placement preparation started in my 2nd year only. Competitive programming has already been included in the curriculum since then. Two months before the placement season, student-specific training and boot camps are organized by the CR&CS where I started developing in-depth knowledge in all the domains. Strategic advice and techniques by the CCC team helped me stay prepared for every round in the company process. Almost 100 companies lined up and the placement department never failed to help me in all possible ways they can. I suggest juniors simply follow the guidance of faculty members, develop interesting projects, attend workshops that will help in the future placement drives as companies mainly focus on practical knowledge. Learn from the rejections and believe in hard work. Finally, confidence matters more.
Kurapati Nikitha Chowdary
I am satisfied and feeling blissful for starting my career in a reputed company. I sincerely thank my university for showing me the path and guiding me to shape my career. Researching about Optum on online platforms like Glassdoor, LinkedIn and based on the company website reviews and requirements I prepared myself for the whole process. The opportunities provided by the Placement Department like the training classes, interactive sessions and mock interviews helped me to gain confidence and overcome the fear of facing the interview panel. Our instructors mentored us regularly, which helped us recognize where we were lacking. My suggestion to juniors is since we are all under the umbrella of SRM University-AP, we don’t have to search or worry about the opportunities. So the only thing is to start preparing early and constant practice will help them to achieve their dream. Always keep updating resume as per industry standards and company specifications.
Kothuru Sai Sandeepa
Choosing SRM-AP was one of my best choices ever. Everyone would have a dream to get placed in good company and prove themselves. To achieve that one needs the right platform. I never thought that a college would work at this best level to make students achieve what they wish for. I am very happy on receiving the offer from a good company like I always dreamt of. I am very happy and proud to say that SRM University-AP has made this happen. The faculty and the training given by them helped me to achieve this. I especially thank the CR&CS department for the guidance they gave. They are very approachable and are available at all times. I suggest my juniors and others make use of the resources provided by the University and make the best out of it. The faculty and the curriculum which the University gave us is the best and helped me to choose the right path. The University has also taught me to design my career. I am very thankful for all the support given by my college to help me achieve this success of getting placed at Optum, UnitedHealth Group.
As I receive my offer from Optum, I must take the opportunity to thank SRMAP for supporting me secure a job during these times of crisis. I spent time coding and upskilling every day as a part of my preparation. The curriculum of SRMAP focuses on preparing an individual with domain knowledge. It also exposes us to an early coding culture. The Placement Department of SRMAP has been very prompt to discuss any requests from students. We were given orientation about all companies so that we could clarify doubts and attend company-specific training. We had numerous companies scheduled to visit us daily. These options helped me understand the role I fit in and the skills I needed to focus on. CCC training played a fundamental role in enhancing the quality of our skills. Mock interviews and group discussions helped us understand the process better and learn where we stood. To all the juniors and others looking to go down this path, remain high-spirited, confident and attend to your schedule till you achieve what suits you. My plans for the future include building my technical expertise in my domain and moving ahead with more responsibilities in life.
Navya Sri Mididodla
Getting placed in Optum UHG is like a dream which has come true for me. SRM AP is a great place for us to develop ourselves both personally and professionally. The intensive placement training we received from the CR&CS department helped us to sharpen our technical skills such as coding skills, OS, DSA, Networks. They have also provided us with the aptitude and interpersonal skills training which helped us to tackle the HR interview round. The faculty members and mentors are always ready to clear our doubts and continuously help us to improve our performance by conducting mock interviews by industry experts, group discussion sessions, etc… They encouraged us when we are in low spirits. SRM AP has done a great job in bringing many reputed companies such as Amazon, Paypal, Barclays, etc… for placement drive. All along the way my family and faculty have supported me in this stressful yet fruitful journey of placement drive. I would like to take this chance to thank SRM AP Management, the CR&CS department, Faculty and mentors for giving me the chance to fulfil my dream.
Nanduri Geeta Kiranmai
When I came to know that I received an offer in Optum UHG as a software engineer, it was like my dream come true moment. I am very happy that I got an opportunity to enter into a well-established company at the beginning of my professional career. I used to do a lot of coding on data structures and algorithms from my second year itself. The sessions taught by CCC and their regular practice links as Homeworks brushed up my fundamental concepts in programming. I used to maintain handwritten notes on all the core subjects in my bachelors, which helped me to revise the concepts a day before the interview. I was able to mention all the projects that I have mentioned in my resume.
One of the most important aspects of being an SRMite is a high standard curriculum which helped me in acquiring knowledge in all kinds of domains related to CSE. The curriculum made me establish a strong foundation that is required for industries at present.
The efforts of the Placements Department is not only appreciated by me but also by my family for their dedicated work towards all the students who enrolled in placement. Superset portal made the process of the recruitment drive simple and easy, the Opportunities provided by the Placements Department are so great that all the students get placed in dream jobs! The placement team came up with their online sessions for clearing the doubts of the students regarding the placements weekly which helped us a lot in this pandemic even though we didn’t have offline classes the process of placements went on smoothly.
I suggest to my juniors to get prepared with projects from the beginning itself so get ready for the placement by the starting of the fourth year with a good resume. I advise the students to pick a coding platform of their choice and do regular practice on it so that they develop logical and problem-solving skills
I am really happy about the offer at Optum because it was my first interview and I got placed right at that. I could perform well for theoretical questions in programming languages in which I am good in and also the coding part. I brushed through the concepts of OOPS, C, C++, DBMS and my academic projects. Most of the questions they asked in the interview were already in the curriculum and our faculty rally helped us a lot while studying and also clarified our doubts. The academic projects we have done were so much useful in the interview.
The CR&CS department gave us special classes to go through the concepts of major subjects that are required to crack the job. They also provided special classes in association with training institutes on communication skills and interview skills. They will respond to us immediately if there is an issue either in the interview or while writing the exam.
My message to juniors is that before I got this offer, I was rejected by so many companies without even qualifying prelims. There were some days when I got an invitation for the interview but could not attend as there was no invite link in the email. But I did not lose hope. So have patience and wait for your chance.
This job offer from Optum is a dream come true for me. I can’t be happier since this is everything I expected from my first job. As soon as saw the job offer on our portal, I started to prepare for my logic and technical assessment. The coursework provided by CDC was very helpful and the domain training lessons provided by the college helped me do well in the assessments. After I received a call for the technical interview, I immediately started focusing on my projects and started brushing up on my technical knowledge based on my resume. The guidance of the esteemed faculty of SRM University-AP is a vital reason for my success. I thank them for building my resume and for all the knowledge they imparted to us, despite remotely working due to the pandemic. I consulted with my teammates and friends as well and as a result of all this and determination, I have been able to crack the final HR interview.
The mock interviews conducted by the CR&CS department helped me refine my answers and my personality as a suitable candidate. My father also helped me immensely to prepare for my interviews. I thank the CR&CS department for choosing reputed companies and giving me a chance to apply for this job opening and for ensuring the process is as smooth as possible. I would like to share a few words for my juniors and peers. Everyone will get a chance to prove themselves and reach their goal. Never lose hope and keep striving for your goals. Don’t feel sad if you get rejected. I was rejected by almost 30 companies but what I learnt in the process was to treat it as another stepping stone, an experience and an opportunity to get better and grab better opportunities that will come my way. I would like to wish the very best for all my peers and juniors, success in their professional and educational endeavours.
Tirumani Someswari Sai Rushitha
I’m very happy and excited as I could secure the super dream offer and I’m looking forward to proving my skills as a contributing member of the Organization. During the recruitment drives the guidance by the placement department was indeed helpful like the domain, technical training, and also the company-specific exams which assisted me to prepare accordingly. The curriculum of SRM AP is designed with the purpose that apart from the academics one can also enhance our communication and behavioural skills which are fairly important to crack the offer. The opportunities planned by the Placement department were numerous while we had plenty of mock interviews and also the sessions from industry experts so that we can brush up on our standards in shaping our career. The placement team has been undoubtedly approachable to resolve our queries and acquire feedback from students to improve the training and make it more effective. One thing I would like to share with my juniors and others is that we need to believe in ourselves, be confident, and go along with the training offered by the placement team consistently and we can obtain the offers as numerous companies line up during placements season.
SRM University-AP is pleased to announce that Dr V M Manikandan, Assistant Professor in the Department of Computer Science and Engineering, along with his research scholar Shaiju Panchikkil, published a paper titled, “A convolutional neural network model based reversible data hiding scheme in encrypted images with block-wise Arnold transform” in Optik Journal, Elsevier Publications.
The proposed scheme can be used for embedding electronic patient reports (EPR) in the medical image itself while transmitting, and at the receiver side the reports can be extracted along with the lossless recovery of the medical images.
About the Research:
Data hiding or information hiding is a well-explored way to secure some secret data by concealing it in a digital cover medium. The reversible data hiding (RDH) is a recent advancement in the field of data hiding in which the cover medium can be restored during the extraction of hidden messages at the receiver side. The RDH schemes are widely used in medical image transmission and cloud computing. Recently, research in the field of RDH in encrypted images got much attention to improve the efficiency parameters such as embedding rate and bit error rate without compromising the lossless recovery of the images. In this research paper, we propose a new RDH scheme in encrypted images which utilizes the Arnold scrambling technique for data hiding. A convolutional neural network (CNN) model is trained and used to extract the hidden message along with the recovery of the original image. The experimental study and result analysis of the proposed scheme are carried out on the USC-SIPI image dataset managed by the University of Southern California.
Dr Manikandan collaborated with Prof. Yu-Dong Zhang, Professor in School of Computing and Mathematical Sciences, University of Leicester, UK collaborated for this research work. In the future, Dr Manikandan’s research will be more focussed on coming up with new reversible data hiding schemes in encrypted images with better embedding rate and bit error.