Birla Institute of Technology, Mesra
Dr. Ayan Kumar Das
Assistant Professor, Computer Science and Engg
PhD, M.Tech, B.Tech 		Contact Address
Permanent Address Kolkata, India
Local Address Department of CSE, BIT Mesra, Patna campus
Phone (Office) 9661221872
Phone Residence 9661221872
Email Id das.ayan@bitmesra.ac.in
Joined Institute on : 8-Apr-2015
  Work Experience
 
Teaching : 18 Years

Research : 11 Years
  Professional Background
  • Vidwan-ID : 416811 (https://vidwan.inflibnet.ac.in/profile/416811)
  • Orcid ID: 0000-0001-6246-5944 (https://orcid.org/my-orcid?orcid=0000-0001-6246-5944)
  • Scopus Author ID: 55446272800  (https://www.scopus.com/authid/detail.uri?authorId=55446272800)
  • Web of Science ResearcherID: ABR-9005-2022 (https://www.webofscience.com/wos/author/record/ABR-9005-2022)

08 April 2020 to till date: Working as an Assistant Professor [AGP: 7000 / Academic Level: 11] in the department of Computer Science and Engineering, BIT Mesra, Patna campus.

08 April 2015 to 07 April 2020: Worked as an Assistant Professor [AGP: 6000 / Academic Level: 10] in the department of Computer Science and Engineering, BIT Mesra, Patna campus.

08 September 2005 to 31 March 2015: Worked as an Assistant Professor in the department of Information Technology at Calcutta Institute of Engineering and Management from 2005 to 2015.

 

Ph.D Supervision

Sl. No.

Name and Roll Number of Scholar

Title of Thesis

Reg. Date

Status

1

Namrata Singh

PHD/CS/10061/20

Efficient Smart Healthcare Framework for Internet of Medical Things

14th February, 2021

Awarded on 30th May, 2024

 

2

Sanjib Roy

PHD/CS/10020/20

A Pragmatic Approach towards design of IoT based Health Monitoring and Disease Diagnosis System

17th November, 2020

Awarded on 17th May, 2024

 

3

Swami Ranjan

PHD/CS/10060/20

Design Paradigm for Routing Protocols in IoT

17th February, 2021

Ongoing

4

Arpita Narayan

PHD/CS/10004/19

Artificial Intelligence techniques for Water Pollution Analysis

29th May, 2019

Ongoing

 
  Research Areas
 

1. Wireless Sensor Network

2. Internet of Things (IoT)

3. Machine Learning

4. Deep Neural Network

5. Cybersecurity and Blockchain
  Publications
 

A. SCI/Scopus Indexed International Journals 

  1. Namrata Singh, Ayan Kumar Das, Ditipriya Sinha, “Miner Selection in an Internet of Medical Things Framework using Fuzzy Logic”, in Applied Soft Computing, Elsevier, Vol. 161, Article No. 111768, ISSN 1568-4946, Impact Factor: 8.7, SCI Indexed, https://doi.org/10.1016/j.asoc.2024.111768. 2024.
  2. Namrata Singh, Ayan Kumar Das, “TFAS: Three Factor Authentication Scheme for Blockchain enabled IoMT using PUF and Fuzzy Extractor", in Journal of Supercomputing, Springer, Vol. 80, pp. 865-914, doi: https://doi.org/10.1007/s11227-023-05507-6, Impact Factor: 3.3, SCI Indexed, 2023.
  3. Sanjib Roy, Ayan Kumar Das, “Deep-CoV: An integrated deep learning model to detect COVID-19 using chest X-ray and CT images”, in Computational Intelligence, Wiley, Vol. 39, Issue 2, pp. 369-400, https://doi.org/10.1111/coin.12568, Impact Factor: 2.8, SCI-E Indexed, 2023.
  4. Sanjib Roy & Ayan Kr. Das, “Fuzzy Miner Selection towards Blockchain based Secure Communication using Multifactor Authentication”, in Journal of Super Computing. Springer, Vol. 80, Issue-7, pp. 9762-9811, Online ISSN: 0920-8542, Impact Factor: 3.3, SCI indexed, doi: https://doi.org/10.1007/s11227-023-05844-6, 2023.
  5. Dholey, M.K., Sinha, D., Mukherjee, S., Das, A.K., Sahana, S.K., “MSHRP: Mobile Sink Based Limited Hop Routing Protocol for Wireless Sensor Networks”, in Wireless Personal Communication, Springer, vol. 133, pp. 93–118, Impact Factor: 2.2, SCI-E Indexed, doi: https://doi.org/10.1007/s11277-023-10752-2, 2023.
  6. Namrata Singh, Ayan Kumar Das, “Energy-efficient fuzzy data offloading for IoMT”, in Computer Networks, Elsevier, Vol. 213, Issue 4, Article No. 109127, https://doi.org/10.1016/j.comnet.2022.109127, Impact Factor: 5.6, SCI-E Indexed, 2022.
  7. Ayan Kumar Das, Sabana Afroz, Shivangi Chandra, Ditipriya Sinha, “MACP: Multifactor Authentication using Physical Unclonable Function and Fuzzy Extractor based Chebyshev Polynomial for Industrial Internet of Things devices”, in Transactions on Emerging Telecommunications Technologies, John Wiley & Sons, Ltd., pp. e4581, https://doi.org/10.1002/ett.4581, Impact Factor: 3.6, SCI-E Indexed, 2022.
  8. Sreemana Datta, Sonal Kumar, Ditipriya Sinha, Ayan Kumar Das, “BSSFFS: blockchain-based sybil-secured smart forest fire surveillance”, in the Journal of Ambient Intelligence and Human Computing, https://doi.org/10.1007/s12652-021-03591-1, Impact Factor: 7.104, SCI Indexed, 2021.
  9. Ayan Kumar Das, Sidra Kalam, Chiranjeev Kumar, Ditipriya Sinha. "TLCoV- An automated Covid-19 screening model using Transfer Learning from Chest X-ray images", in Chaos, Solitons & Fractals, Elsevier, Vol. 144, doi: https://doi.org/10.1016/j.chaos.2021.110713, Impact Factor: 9.922, SCI Indexed, 2021.
  10. Ayan Kumar Das, Sidra Kalam, Nausheen Sahar, Ditipriya Sinha, “UCFL: User Categorization using Fuzzy Logic towards PUF based Two-Phase Authentication of Fog assisted IoT devices”, in Computers and Security, Elsevier, Vol. 97, doi: https://doi.org/10.1016/j.cose.2020.101938, Impact Factor: 5.6, SCI-E Indexed, Listed in ABDC journal list, Category-A, 2020.
  11. Milan Dholey, Ditipriya Sinha, Sankar Mukherjee, Ayan Kumar Das, Sudip Kumar Sahana, "A Novel Broadcast Network Design for Routing in Mobile Ad-Hoc Network", in IEEE Access, Vol. 8, 188269-188283, Impact Factor: 3.367, SCI-E Indexed, doi: 10.1109/ACCESS.2020.3030802, 2020.
  12. Raj Vikram, Ditipriya Sinha, Debashis De, Ayan Kumar Das, “EEFFL: energy efficient data forwarding for forest fire detection using localization technique in wireless sensor network”, in Wireless Networks, Springer, Impact Factor: 3.0, SCI Indexed, https://doi.org/10.1007/s11276-020-02393-1, 2020.
  13. Raj Vikram, Ditipriya Sinha, Debasish De, Ayan Kumar Das, “PAFF: predictive analytics on forest fire using compressed sensing based localized Ad Hoc wireless sensor networks”, in AIHC, Springer, DOI: 10.1007/s12652-020-02238, Impact Factor: 7.104, SCI-E Indexed, 2020.
  14. Vikash Kumar, Ditipriya Sinha, Ayan Kumar Das, "An Integrated Rule based Intrusion Detection System: Analysis on UNSW-NB15 Dataset and the Real Time Online Dataset", in Cluster Computing, Springer, doi: 10.1007/s10586-019-03008-x, ISSN: 1386-7857, Vol. 22, No. 4, pp. 1-22, SCI-E Indexed, Impact Factor: 3.303, 2019.
  15. Vikash Kumar, Ayan Kumar Das, Ditipriya Sinha, "UIDS: a unified intrusion detection system for IoT environment", in Evolutionary Intelligence, Springer, ISSN: 1864-5909, doi. http://doi.org/10.1007/s12065-019-00291-w, vol. 14, pp. 47-59, non-paid Scopus Indexed, 2019.
  16. Ayan Kumar Das, Ayesha Tabassum, Sayema Sadaf, Ditipriya Sinha, "K-Anonymity Scheme for Privacy Preservation (KASPP) in Location Based Services on IoT Environment", in International Journal of Automation and Control, Inderscience, Vol. 15, No. 3, pp. 340-362, ISSN: 1740-7516, non-paid Scopus Indexed, 2019.
  17. Ayan Kumar Das, Rituparna Chaki, Kashi Nath Dey, “Cluster Based Energy Aware Routing Scheme (CBEARS) for wireless sensor network”, in International Journal of Sensor Network (IJSNET), Inderscience, Volume 21, Issue 4, ISSN: 1748-1279, EISSN: 1748-1287, DOI:10.1504/IJSNET.2016.079176, pp. 262-272, SCI-E Indexed, Impact Factor: 1.264, 2016.
  18. Ayan Kumar Das, Rituparna Chaki, Kashi Nath Dey, "Secure Energy Efficient Routing Protocol for Wireless Sensor Network", in the journal of Foundation of Computing and Decision Sciences (FCDS), Vol. 41, Issue-1, ISSN- 0867-6356, eISSN-2300-3405, DOI-10/1515/fcds-2016-0001, pp. 3-27, non-paid Scopus Indexed, 2016.

B. Non SCI International Journals

1. Sohini Roy and Ayan Kumar Das. “Cluster based Event Driven Routing Protocol (CERP) for Wireless Sensor Network”, in International Journal of Computer Applications, Vol-88, Number-11, pp-:6-11, doi-10.5120/15394-3875, published by Foundation of Computer Science, New York, USA, 2014.

2. Deepa H and Ayan Kumar Das. “A study on Routing Protocols in Wireless Sensor Network”, in International Journal of Computer Applications, Vol-72, Number-8, pp-: 35-39, doi-10.5120/12516-8969, ISBN: 973-93-80875-68-3, published by Foundation of Computer Science, New York, USA, 2013.

3. Ayan Kumar Das, Mainak Majumder, Subhasis Boral, “Comparative study of Cluster based Routing Protocols for Wireless Sensor Network”, published in Journal of Computing Technologies, ISSN: 2278-3814, Vol-2, Issue-4, 2013.

4. Ayan Kumar Das and Rituparna Chaki, “Energy Efficient Multi-Event Routing in WSN”, published in International Journal of Advanced Smart Network Systems (IJASSN), Vol.-2, Number-4, ISSN: 2229 - 6727[Online]; 2229 - 726X[Print], 2012.

5. Ayan Kumar Das and Rituparna Chaki, “Multiple Event Source Routing (MESR) for Energy Efficient Wireless Sensor Network”, published in International Journal of Computer Applications (IJCA), ISBN: 978-93-80866-38-1, 2012.

6. Ayan Kumar Das and Rituparna Chaki, “A Novel Query Driven Power-Balanced Routing Protocol for WSN”, International Journal of Wireless & Mobile Networks (IJWMN), vol. 3, no.-4, ISSN:0975-3834 (Online); 0975-4679 (Print), 2011,

7. Debaditya Ghosh, Pritam Majumder and Ayan Kumar Das, “A New Energy Efficient Approach Towards WASN Routing with Modified QCS Protocol”, in International Journal of Ad hoc, Sensor & Ubiquitous Computing ( IJASUC ), Volume 2, Number 3, ISSN: 0976 - 1764 (Online); 0976-2205 (Print), 2011.

C. International Conferences

1. Namrata Singh, Ayan Kumar Das, “Blockchain of Medical Things: Security Challenges and Applications, in Advances in Data-driven Computing and Intelligent Systems (ADCIS 2022), Volume 653, https://doi.org/10.1007/978-981-99-0981-0_35, online ISBN: 978-981-99-0981-0, pp. 449-462, Springer, 2023.

2. Swami Ranjan, Ayan Kumar Das, “Vaccine-Block: A Blockchain-Based Prevention of COVID-19 Vaccine Misplacement”, in Advances in Data-driven Computing and Intelligent Systems (ADCIS 2022), Volume 653, https://doi.org/10.1007/978-981-99-0981-0_27, online ISBN: 978-981-99-0981-0, pp. 349-361, Springer, 2023.

3. Sanjib Roy, Ayan Kumar Das, “Deep Learning Towards Brain Tumor Detection Using MRI Images”, in Applied Computing for Software and Smart Systems (ACSS 2022), Vol. 555, https://doi.org/10.1007/978-981-19-6791-7_15,  pp. 235-248, Online ISBN978-981-19-6791-7, Springer, 2022.

4. Namrata Singh, Ayan Kumar Das, “Energy Efficient Communication Using Constrained Application Protocol for IoT Devices”, in International Conference on Information, Communication and Computing Technology (ICICCT 2022), vol. 1670, https://doi.org/10.1007/978-3-031-20977-2_1, Online ISBN978-3-031-20977-2, pp. 3-15, Springer, 2022.

5. Kaustav Roy, Debdutta Pal, Ayan Kumar Das, “A Novel Access Control Mechanism Using Trustworthiness of Nodes in a Cross-Domain Cloud Environment”, in International Conference on Innovative Computing and Communications, vol. 471, https://doi.org/10.1007/978-981-19-2535-1_18, Online ISBN978-981-19-2535-1, pp. 231-242, Springer, 2022.

6. Vikash Kumar, Sidra Kalam, Ayan Kumar Das, Ditipriya Sinha, “Attack detection scheme using deep learning approach for IoT”, in Advanced Computing and Systems for Security (ACSS 2021), https://doi.org/10.1007/978-981-16-4294-4_2, vol. 14, Online ISBN978-981-16-4294-4, pp. 17-30, Springer, 2021.

7. Raj Vikram, Sonal Kumar, Ditipriya Sinha, Ayan Kumar Das, “Game Theory Based Cluster Formation Protocol for Localized Sensor Nodes in Wireless Sensor Network (GCPL)”, in Proceedings of the International Conference on Paradigms of Computing, Communication and Data Sciences, https://doi.org/10.1007/978-981-15-7533-4_42, Online ISBN978-981-15-7533-4, pp. 535-551, Springer, 2021.

8. Sonal Kumar, Ayan Kumar Das, Ditipriya Sinha, “Blockchain-Based Sybil-Secure Data Transmission (SSDT) IoT Framework for Smart City Applications”, in Evolution in Computational Intelligence: Frontiers in Intelligent Computing: Theory and Applications (FICTA 2020), https://doi.org/10.1007/978-981-15-5788-0_35, Online ISBN978-981-15-5788-0, vol. 1, pp. 355-370, Springer, 2020.

9. Ayan Kumar Das, Sidra Kalam, Nausheen Sahar, Ditipriya Sinha, “LASF—A Lightweight Authentication Scheme for Fog-Assisted IoT Network”, in the International Conference of Modeling Simulation and Intelligent Computing, at BITS Pilani Dubai, doi: https://doi.org/10.1007/978-981-15-4775-1_27, Electronic ISBN: 978-981-15-4775-1, pp. 246-254, Springer, 2020.

10. Sreemana Datta, Ayan Kumar Das, Abhijeet Kumar, Khushboo, Ditipriya Sinha, “Authentication and Privacy Preservation in IoT Based Forest Fire Detection by Using Blockchain – A Review”, in  4th International Conference on Internet of Things and Connected Technologies (ICIoTCT), ISBN: 978-3-030-39874-3, DOI: 10.1007/978-3-030-39875-0_14, pp. 133-143, Springer, 2019.

11. Vikash Kumar, Vivek Kumar, Ditipriya Sinha, Ayan Kumar Das, “Simulation Analysis of DDoS Attack in IoT Environment”, in  4th International Conference on Internet of Things and Connected Technologies (ICIoTCT), ISBN: 978-3-030-39875-0, DOI: 10.1007/978-3-030-39875-0_8, pp. 77-87, Springer, 2019.

12. Ayan Kumar Das, Ayesha Tabassum, Sayema Sadaf, Ditipriya Sinha, “Attack Prevention Scheme for Privacy Preservation (APSP) using K Anonymity in Location based Services for IoT", In 2nd International Conference on Computational Intelligence in Pattern Recognition (CIPR), doi. https://doi.org/10.1007/978-981-13-9042-5_23, ISBN: 978-981-13-9041-8, pp. 267-277, Springer, 2019.

13. Vikash Kumar, Ayan Kumar Das, Ditipriya Sinha, “Statistical Analysis of the UNSW-NB15 Dataset for Intrusion Detection”, In 2nd International Conference on Computational Intelligence in Pattern Recognition (CIPR), doi. http://doi.org/10.1007/978-981-13-9042-5_24, ISBN: 978-981-13-9041-8, pp. 279-294, Springer, 2019.

14. Ayesha Tabassum, Sayema Sadaf, Ditipriya Sinha, Ayan Kumar Das, “Secure Anti-Void Energy-Efficient Routing (SAVEER) Protocol for WSN-Based IoT Network”, In Proceedings of Second International Conference on Computational Intelligence, doi: http://doi.org/10.1007/978-981-13-8222-2_11, ISBN: 978-981-13-8221-5, pp. 129-142, Springer, 2018.

15. Ditipriya Sinha, Sreemana Datta, Ayan Kumar Das, “Secure Data Sharing for Cloud-Based Services in Hierarchical Multi-group Scenario”, In Proceedings of Second International Conference on Computational Intelligence, doi: https://doi.org/10.1007/ 978-981-13-8222-2_19, ISBN: 978-981-13-8221-5, pp. 229-244, Springer, 2018.

16. Ditipriya Sinha, Ayan Kumar Das, Rina Kumari, Suraj Kumar, “Classification based Clustering approach with Localized sensor nodes in heterogeneous WSN (CCL), in First International Conference on Latest Advances in Machine Learning and Data Science (LAMDA-2017), 25-27 October 2017 at NIT Goa, AISC series, vol. 705, pp. 315-324, Springer, 2017.

17. Sohini Roy and Ayan Kumar Das, “Energy efficient cluster based routing protocol (EECBRP) for Wireless Sensor Network”, in First International conference on Networks & Soft Computing (ICNSC), 2014, IEEE Xplore Digital Library, Print ISBN: 978-1-4799-3485-0, DOI: 10.1109/CNSC.2014.6906660, pp. 25-29, Aug, 2014.

18. Ayan Kumar Das and Rituparna Chaki, “MERCC: Multiple Events Routing with Congestion Control for WSN”, in proceedings of the Second International Conference on Advances in Computing and Information Technology (ACITY) July, 2012, pp. 691-698, Chennai, India, 2012.

19. Ayan Kumar Das, Debaditya Ghosh, Pritam Majumder, “Intelligent Energy Efficient Routing For Ad Hoc Sensor Network by Designing QCS Protocol”, in Proceedings of The Second International Workshop on Adhoc, Sensor and Ubiquitous Computing (ASUC-2011), is published by Springer (LNCS) in CCIS Series,Issue-June, 2011.

D. Book Chapters

1. Das A.K., Chaki R., “Localization based Anti-Void Clustering Approach (LAVCA) for Energy Efficient Routing in Wireless Sensor Network”, in Computer Information Systems and Industrial Management, CISIM 2017. LNCS series, vol 10244, pp-290-302, online ISBN- 978-3-319-59105-6, DOI: 10.1007/978-3-319-59105-6_25, Springer, Cham, 2017.

2. Ayan Kumar Das, Rituparna Chaki, Kashi Nath Dey, “The Design of Hierarchical Routing Protocol (HRP) for WSN”, in Advances in Intelligent Systems and Computing series, vol-395, ISSN- 2194-5357, pp. 223-234, Springer, 2015.

3. Sohini Roy and Ayan Kumar Das, “Secure Hierarchical Routing Protocol (SHRP) for Wireless Sensor Network”, in “Security in Computing and Communications”, Second International Symposium, SSCC 2014, DOI- 10.1007/978-3-662-44966-0_3, Print ISBN- 978-3-662-44965-3, Online ISBN- 978-3-662-44966-0, Series: CCIS, Vol-467, Series ISSN- 1865-0929, pp.- 20-29, Springer Berlin Heidelberg, 2014.

4. Ayan Kumar Das, Rituparna Chaki and Atreyee Biswas, “Power Aware Cluster Based Routing (PACBR) Protocol for Wireless Sensor Network”, in “Computer Information Systems and Industrial Management”, 12th IFIP TC8 International Conference, CISIM 2013, Poland, DOI-10.1007/978-3-642-40925-7_27, Print ISBN-978-3-642-40924-0, Online ISBN-978-3-642-40925-7, Series: LNCS, Vol-8104, p.p.- 289-300, Springer Berlin Heidelberg, 2013.

5. Ayan Kumar Das, Rituparna Chaki, “A Novel Power Balancing Routing Scheme for WSN”, in “Recent Trends in Wireless and Mobile Networks”, Third International Conference, WiMo 2011 and CoNeCo 2011, Turkey, DOI- 10.1007/978-3-642-21937-5_3, Print ISBN- 978-3-642-21936-8, Online ISBN- 978-3-642-21937-5, Series: CCIS, Vol-162, pp.- 24-34, Springer Berlin Heidelberg.

E. National Conference

1. Ayan Kumar Das,. Rituparna Chaki, Samarpita Mukherjee, “Review Work for Sensor Network”, in Proceedings of  National conference on Emerging Trends in Computers Communication and Information Technology, KJ Somaiya College Of Engineering, Mumbai, Year of  publication-2009.

F. Poster Presentation

1. Ayan Kumar Das, Kashi Nath Dey, “EENRP: Energy Efficient Novel Routing Protocol for Wireless Sensor Network”, in 1st International Doctoral Symposium on Applied Computation and Security Systems (ACSS 2014), organized by University of Calcutta, India and AGH University of Science and Technology, Poland, 2014.
  Intellectual Property Rights (IPR)
 

1. German Patent (Deutsche Patent- und Markenamt)

Status: Granted

File Number: 202023103114

Date of Grant: 19th June, 2023

Title of Innovation: An IoT-Enabled Brain Tumor Detection System Using Capsule Network and Attention Mechanism 

Name of Inventors: Ayan Kumar Das, Sanjib  Roy, Swami Ranjan, Ditipriya Sinha

2. German Patent (Deutsche Patent- und Markenamt)

Status: Granted

File Number: 202023105752

Date of Grant: 14th November, 2023

Title of Innovation: A Fire Detection System using Constraint Application Protocol in IoT 

Name of Inventors: Namrata Singh, Ayan Kumar Das, Ditipriya Sinha