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Dr. Radhika Chapaneri

Assistant Professor
Ph.D, M.E. (Computer Engg.), B.E. (EXTC)
Specialization: Machine Learning, Cryptography and Network Security, Chaos based Image Encryption

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Education

  • PhD in Technology (Computer Engineering) from MPSTME NMIMS University, Mumbai
  • M.E in Computer Engineering from Thadomal Shahani Engineering College, Mumbai in 2014
  • BE in Electronics and Telecommunication Engineering, SSGMCE Shegaon in 2001

Academic Experience

  • Working at MPSTME as Assistant Professor from July 2015 to till date
  • Worked at Thadomal Shahani Engineering College as Assistant Professor from Jan 2014 to April 2015
  • Worked at Thakur College of Engineering as Lecturer from July 2003 May 2008
  • Worked at Polytechnic College as Lecturer from September 02 to June 03
  • Worked at Aryabhatta Institute of Computer Science as Visiting Lecturer from September 02 to June 03
  • Worked at Adarsh Computer Institute as Lecturer from September 01 August 02

Certification or Professional Registrations

  • Introduction to Machine Learning, NPTEL certification, IIT Madras
  • .NET Development, University of Washington, USA
  • Software Testing, Bellevue Community College, Washington, USA
  • Unix/Linux Administration, Bellevue Community College, Washington, USA
  • Mobile Computing, Indian Institute of Technology IIT Bombay
  • Network Security, Indian Institute of Technology IIT Bombay

Current Membership or Professional Organizations

Lifetime, Member, ISTE

Service activities (within and outside of the institution)

  • Reviewer for CSCITA IEEE International Conference 2017, IEEE Bombay Section Signature Conference IBSSC-2019, IEEE Tale 2019
  • Program coordinator of BTech Integrated program from July - December 201 6
  • Project Mentor and evaluator for BTech and BTech Integrated Programme
  • Organizing committee member of faculty development programs
  • Organized Poster Competition event on "Current trends in Microprocessor” on 16th March 2017

Briefly list the most important publications and presentations from the past five years

  • Chapaneri R. & Shah S, "Detection of Malicious Network Traffic using Convolutional Neural Networks” 10th International Conference on Computing, Communication and Networking Technologies, IEEE, 6th -8thJuly 2019
  • Convolutional Neural Networks” 10th International Conference on Computing, Communication and Networking Technologies, IEEE, 6th -8thJuly 2019
  • Chapaneri R. & Shah S, "A Comprehensive Survey of Machine Learning Based Network Intrusion Detection”, Springer SIST, Proceeding of Intl Conf. SCI ,Oct 2018
  • "Static and Dynamic Malware Analysis using Machine Learning”, International Conference on Sustainable Technologies for Computational Intelligence (ICTSCI-2019), Springer AISC, March 2019
  • "Cover song Identification with Pairwise Cross-Similarity Matrix using Deep Learning” IEEE Bombay Section Signature Conference IBSSC-2019, IEEE, 26th -28th July 2018
  • "Artificial Neural Network based University Chatbot system” ” IEEE Bombay Section Signature Conference IBSSC-2019, IEEE, 26th -28th July 2018
  • "Employee Attrition Prediction using Classification Models”, 5th International Conference for Convergence in Technology, IEEE, March2019
  • "Web socket evented real time online coding collaborator”, Springer SIST Springer SIST, Proceeding of Intl Conf. SCI 2018,Oct 2018
  • Chapaneri, S., & Chapaneri, R., "Chaos Based Image Encryption using Latin Rectangle Scrambling”, IEEE INDICON Conference., (INDICON), 2014 Annual IEEEpp. 1-6. IEEE.
  • Chapaneri, S., Chapaneri, R., & Sarode, T. "Evaluation of Chaotic Map Lattice systems for Image Encryption”, IEEE International Conference Circuits, Systems, Communication and Information Tech. Applications, pp. 59-64, IEEE 2015.
  • Chapaneri, R., Sarode, T., & Chapaneri, S, "Digital Image Encryption Using Improved Chaotic Map Lattice”, InIndia Conference (INDICON), 2013 Annual IEEEpp. 1-6, IEEE.

Briefly list the most recent professional development activities

  • AICTE sponsored QIP short term course on "Machine Learning and its applications” from 9-13th July 2018 at IIT Roorkee
  • Accenture Learning Symposium workshop on "Deep Learning and DevOps” from 5-6th Feb 2018
  • Two Day Saptahaant Shikshak Prashikshan on "Introduction to Machine Learning” conducted by IIT, Kharagpur from 16-17thDec 2017
  • Faculty Development Program on "Python Programming” conducted by Computer Engineering Dept, MPSTME from 13-15thJuly 2017
  • MOOC - HS791x "Technical Communication for Scientists and Engineers” conducted by IIT Bombay from Jan to March 2016
  • STTP on "Latex for Technical writing” conducted by EXTC dept, MPSTME from 19- 20th May 2016
  • National workshop on "Cyber Security” at TCS organized by IEEE India council from 12-13th November 2016
  • ET601Tx Educational Technology for Engineering Teachers conducted by IIT Bombay from Jan – March 2016
  • Faculty development Program on "Innovations Towards Learner Centric Pedagogy" conducted by MPSTME from 2nd May to 4th May 2016
  • Faculty development Program on "Innovations Towards Learner Centric Pedagogy -II” conducted by MPSTME from 21st – 25th Nov 2016
  • Computer Programming (BMWCS101.1x) Blended MOOC workshop conducted by IIT Bombay from July 16-Dec 21 2015
  • STTP on "Disruptive technologies: S.M.A.C (Social, Mobility, Analytics, Cloud) and IoT (Internet of Things)” conducted by Computer Engineering dept, MPSTME from 14-19 Dec 2015
  • Two-day workshop on "Open Source Security Tools Systems and Web security –Hands on Training” conducted by Xavier Institute of Engineering from 2-3rd Feb 2015
  • One week ISTE approved Short Term Training Program on "Network Security Management using Open Source tools” from 29th June – 3rd July 2015

           
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