Publications

Research and Publications

Papers in National and International Journals (46)

  1. S. Selvakumar and S.V.Raghavan, “Differential priority based adaptive rate service discipline for QoS guarantee of video streams” International journal of Computer Communications, Volume 20, Number 13, November 1997, pp.1160-1174.

  2. S. Selvakumar, S.Mary Saira Bhanu, and S. Chandramouli, “Simulation of Mobile Transmission Control Protocol” Computer Science and Informatics journal, Computer Society of India, Volume 29, No. 4, December 1999, pp.1-7.

  3. S. Selvakumar, Amit Mahajan, Karan Malla, and Shailendrakumar singh, “RGB Manipulation Techniques for water marks in Image Authentication and Stenographic Applications” Journal of Computer, Volume 31, Number 1, March 2001, pp.1-7.

  4. S. Selvakumar, V. Venkateswaran, “Partition Equalizer: A Scheduler for algorithm agile-encryptor ATM networks” International Journal of Computer Communications, Volume 24, Numbers 7-8, 1 April 2001, pp.631-640.

  5. S. Selvakumar, and P. Prabakar, “Implementation and Comparison of Distributed Caching Schemes” International Journal of Computer Communications, Volume 24, Numbers 7-8, 1st April 2001, pp.677-684.

  6. S. Selvakumar and Murali M. Brahmadesam, “Secure Dynamic any caching for ‘Best’ server selection using active Networks” International Journal of Computer Communications, Volume 24, Issue 18, 1st December 2001, pp.1819-1827.

  7. S. Selvakumar, Vijay V., and Swarup Kumar Sahoo, “Delay Sensitive least frequently used algorithm for replacement in Web caches” International Journal of Computer Communications, Volume 27, Number 3, pp.322-326, 2003.

  8. S. Selvakumar and Suchismita Das, “A Secure Single Transaction Online Voting Protocol” Journal of Computer Society of India, 2003. Volume 34, Number 2, April-June 2004, pp.14-20.

  9. C. Mala and S. Selvakumar, “A Novel Sense and Cache Scheme to provide seamless Internet access to mobile users in a Cellular network” in the International Journal Transactions on Computers, Issue 3, Volume 5, March 2006, pp.692-696.

  10. C. Mala and S. Selvakumar, “Construction of an Optimal Multicast Tree for group communications in a cellular network using Genetic Algorithm”, in the International journal Computer Communications, Elsevier Publications, UK, Vol.29, 2006, pp. 3306-3312.

  11. R. Leela and S. Selvakumar, “QoS Routing Using Genetic Algorithm (QoSGA)” in the International Journal of Computer and Electrical Engineering (IJCEE), Singapore, Vol.1, No. 3, August 2009, pp. 297-302.

  12. R. Leela and S. Selvakumar, “Dynamic Mutli Constraint Multi Path QoS Routing Algorithm (DMCMPRA)” in the International Journal of Computer and Applications, ACTA Press, Canada, Vol. 32, No.3, 2010, pp.347-354.

  13. V. Radhakrishan and S. Selvakumar, “CRAYSE : Design and Implementation of Efficient Text Search Algorithm in a Web Crawler”, ACM SIGSOFT Software Engineering Notes, Vol. 35, No.4, July 2010.

  14. R. Leela and S. Selvakumar, “Genetic algorithm approach to dynamic multiconstraint multipath QoS routing algorithm for IP networks”, International Journal of Communication Networks and Distributed Systems, Vol. 5, No.4, 2010, pp. 392-411.

  15. R. Leela and S. Selvakumar, “Multi-Constraint QoS Unicast Routing Using Genetic Algorithm (MURUGA)”, International Journal of Applied Soft computing (AOSC) by Elsevier Publication, UK, R. Leela and S. Selvakumar, “Multi-Constraint QoS Unicast Routing Using Genetic Algorithm (MURUGA), Applied Soft Computing Journal, Elsevier Publications, Vol. 11, Issue 2, March 2011, pp. 1753-1761.

  16. C. Vembuselvi and S. Selvakumar, “LISISAP: Link Level Signature Based Secure Anonymous Protocol for Prevention of Traffic Analysis Attacks”, ACM SIGSOFT Software Engineering Notes, Volume 36, Issue 2, March 2011.

  17. P. Arun Raj Kumar and S. Selvakumar, “Distributed Denial of Service Attack Detection using an Ensemble of Neural Classifier”, International Journal of Computer Communications, Elsevier Publications, UK, Vol. 34, July 2011, pp. 1328-1341.

  18. Chandrabhanu Mahapatra and S. Selvakumar, “An Online Cross View Difference and Behavior based Kernel Rootkit Detector”, ACM SIGSOFT Software Engineering Notes, Volume 36, Number 4, July 2011.

  19. Subash Dangol, S. Selvakumar, and M. Brindha, “Genuine ARP (GARP) – A Broadcast based Stateful Authentication Protocol”, ACM SIGSOFT Software Engineering Notes, Volume 36, Number 4, July 2011.

  20. Sharath Chandra, V. and S. Selvakumar, “BIXSAN: Browser Independent XSS Sanitizer for prevention of XSS attacks”, ACM SIGSOFT Software Engineering Notes, Volume 36, Issue 5, July 2011.

  21. Arun Raj Kumar, P. and S. Selvakumar, “M2KMIX: Identifying the type of High Rate Flooding Attacks using a Mixture of Expert Systems”, International Journal of Computer Network and Information Security, MECS Publishers, Hong Kong, Vol. 4, No.1, February 2012, pp.1-16.

  22. Kritika Govind, Vivek Kumar Pandey, and S. Selvakumar, “Pattern Programmable Kernel Filter for Bot Detection”, Defence Science Journal, May 2012, Vol. 62, No. 3, pp. 174-179.

  23. R. Alageswaran, S. Selvakumar, and P. Neelamegam, “WECalc: A Network Life Time Predictor Tool for WSN Applications”, Research Journal of Applied Sciences, Engineering and Technology, Vol. 4, Issue 9, May 2012, pp. 1027-1034.

  24. Lakshmi Priya, S., Vinitha Reddy, G., and S. Selvakumar, “Avoidance of Security Breach through Selective Permissions in Android Operating System”, ACM SIGSOFT Software Engineering Notes, Volume 37 Issue 5, September 2012, pp 1-9.

  25. P. Arun Raj Kumar and S. Selvakumar, “Detection of distributed denial of service attacks using an ensemble of adaptive and hybrid neuro-fuzzy systems”, International Journal of Computer Communications, Elsevier Publications, Vol. 36, Issue 3, February 2013, pp. 303-319.

  26. Mohamed Ibrahim, A. K., Lijo George, Kritika Govind, and S. Selvakumar, “Threshold Based Kernel Level HTTP Filter (TBHF) for DDoS Mitigation, International Journal of Computer Network and Information Security, MECS Publishers, Hong Kong, Vol. 12, pp. 31-39.

  27. Siva Brahmasani, S. Selvakumar, and E. Sivasankar, “Prevention of XSS Attacks Using STCD: Server Side Tagging and Client Side Differentiation”, ACM SIGSOFT Software Engineering Notes, Volume 37, Issue 6, November 2012, pp. 1-6.

  28. Amritha Raghunath, Sadhana Ramachandran, Selvakumar Subramanian, Sreevatsan Vaidyanathan, “Data rate based adaptive thread assignment solution for combating the SlowPOST denial of service attack”, ACM SIGSOFT Software Engineering Notes, Vol. 38, Issue 5, September 2013, pp. 1-5.

  29. Sugavanesh, B., Hari Prasath, R., and S. Selvakumar, “SHS-HTTPS Enforcer: Enforcing HTTPS and preventing MITM, ACM SIGSOFT Software Engineering Notes, Vol. 38, Issue 6, November 2013, pp.1-4.

  30. Prithesh Pathak and S. Selvakumar, “Blind Image Steganalysis of JPEG images using feature extraction through the process of dilation”, Digital Investigation, Vol. 11, Issue 1, March 2014, pp.67-77.

  31. Kritika Govind and S. Selvakumar, “Auto – Pattern Programmable Kernel Filter (Auto-PPKF) for Suppression of Bot Generated Traffic, International Journal of Computer Network and Information Security, Vol. 1, 2014, pp.48-54.

  32. Vasudevan A. R. and S. Selvakumar, "Evolution of a Hybrid Model for an Effective Perimeter Security Device", Defence Science Journal, Vol.65, No. 6, 2015, pp.466-471.

  33. Vignesh P. and S. Selvakumar, “Design of an abstraction layer for communication with BOSH XMPP Server”, ACM SIGSOFT Software Engineering Notes, Vol.40, Issue 2, March 2015, pp. 1-4.

  34. Vasudevan A. R. and S. Selvakumar, "Intraclass and interclass correlation coefficient-based feature selection in NIDS dataset", Security and Communication Networks, Wiley Publications, Vol.8, Issue 18, December 2015, pp.3441-3458.

  35. Sangeeta Bhattacharya and S. Selvakumar, “LAWRA: A LAyered WRapper Feature Selection Approach for Network Attack Detection”, Security and Communication Networks,Wiley Publications, Vol.8, Issue 18, December 2015, pp.3459-3468.

  36. Vasudevan A. R. and S. Selvakumar, "Local outlier factor and stronger one class classifier based hierarchical model for detection of attacks in Network Intrusion Detection Dataset", Frontiers of Computer Science, Springer, Vol.10, Issue 4, 2016, pp.755-766.

  37. Sangeeta Bhattacharya and S. Selvakumar, “Multi-Measure Multi-Weight Ranking Approach for the Identification of the Network Features for the Detection of DoS and Probe Attacks”, The Computer Journal, Vol. 59, No. 6, 2016, pp.923-943.

  38. Bhuvaneswari Amma N.G. and Selvakumar S., “Deep Radial Intelligence with Cumulative Incarnation Approach for Detecting Denial of Service Attacks”, Neurocomputing, Elsevier, Vol. 340, 2019, pp. 294-308.

  39. Elakkiya E. and Selvakumar S., “GAMEFEST: Genetic Algorithmic Multi Evaluation Measure based Feature Selection Technique for Social Network Spam Detection”, Multimedia Tools and Applications, Springer, 2019.

  40. Bhuvaneswari Amma N.G. and Selvakumar S., “Anomaly Detection Framework for Internet of Things Traffic using Vector Convolutional Deep Learning Approach in Fog Environment”, Future Generation Computer Systems, Elsevier, Vol. 113, 2020, pp. 255-265.

  41. Bhuvaneswari Amma N.G., Selvakumar S., and Leela Velusamy R., “A Statistical Approach for Detection of Denial of Service Attacks in Computer Networks”, IEEE Transactions on Network and Service Management, IEEE, Vol. 17 (4), 2020, pp. 2511-2522.

  42. E. Elakkiya, S. Selvakumar, and R. Leela Velusamy, “TextSpamDetector: textual content based deep learning framework for social spam detection using conjoint attention mechanism”, Journal of Ambient Intelligence and Humanized Computing, Springer, 2020, pp. 1-16.

  43. Bhuvaneswari Amma N.G. and Selvakumar S., “A Statistical Class Center based Triangle Area Vector Method for Detection of Denial of Service Attacks”, Cluster Computing, Springer, Vol. 24, pp. 393-415, 2021.

  44. S. Priya and S. Selvakumar, “Detection of Phishing Attacks using Probabilistic Neural Network with a Novel Training Algorithm for reduced Gaussian Kernels and Optimal Smoothing Parameter Adaptation for Mobile Web Services”, International Journal of Ad Hoc and Ubiquitous Computing, Inderscience, Vol. 36, Issue 2, pp. 67-88, 2021.

  45. S. Priya, S. Selvakumar, and R. Leela Velusamy, “Evidential Theoretic Deep Radial and Probabilistic Neural Ensemble Approach for Detecting Phishing Attacks”, Journal of Ambient Intelligence and Humanized Computing, Springer, 2021.

  46. Bhuvaneswari Amma N.G. and Selvakumar S., “Optimization of Vector Convolutional Deep Neural Network using Binary Real Cumulative Incarnation for Detection of Distributed Denial of Service Attacks”, Neural Computing and Applications, Springer, 2021.

‚ÄčPapers in National and International Conferences (54)

  1. S. Selvakumar and S.V. Raghavan, “A new closed group communication protocol for Internet” Conference Proceedings on Computer Networks, architecture, and applications, January 3-5, 1996, Bombay, India.

  2. S. Selvakumar and S.V. Raghavan, “Dynamic multicast address assignment protocol for Transient groups”, NETWORKS’96: International Conference on Computer Networks, architecture, and applications, January 3-5, 1996, Bombay, India, pp. 27-42.

  3. S. Selvakumar and S.V. Raghavan, “Dynamic multicast address assignment in Multimedia environments”, SEACOMM’96, 2nd International Conference on Communications and Computer Networks, August 27-29, 1996, Kuala Lumpur, Malaysia, pp. 35-38.

  4. S. Selvakumar and S.V. Raghavan, “Multimedia communication with multicast support: A Framework based on RT architecture”, SEARCC’97: XVI annual regional conference and exhibition, December 3-6, 1997, New Delhi, India, pp. 236-237.

  5. S. Selvakumar, J.Karthik, G.V. Ravishankar, and Y. Ramakrishna, “A dynamic programmable shared virtual path assignment algorithm for multi-port communication in ATM networks”, Proceedings of IEEE Tencon’99 conference held in September 15-17, 1999, Chenju, Korea.

  6. S. Selvakumar, C. Mala, and K. Rajaraman, “Web searching by Relocatable Crawlers using Shark-Search Algorithm”, Proceedings of Seminar on Local Access Network for Next Millennium SLAN’98, Bhopal, 26-27 December 1998, pp. 121-128.

  7. S. Selvakumar, S. Mary Saira Bhanu, and R. Jaganathan, “Mirror Site Synchronization using IP Multicast”, Proceedings of Seminar on Local Access Network for Next Millennium - SLAN’98, Bhopal, 26-27 December 1998, pp. 129-140.

  8. S. Selvakumar, S. Mary Saira Bhanu, and N.Venkatesh, “Simulation of Multicast Archie Server Hierarchy”, Proceedings of Computing’99, 27-28 February 1999, Indore, pp. 41-47.

  9. S. Selvakumar, C. Mala, V. Ganesh and D.Suresh, “Web Caching Policies - A comparison”, Proceedings of ADCOM’99 Conference, Roorkee, pp. 257-262.

  10. S. Selvakumar, C. Mala, S.R.Vijay Sundar, and S. Saravanan, “Email Web Server: Browsing of the Web through Email”, Proceedings of ADCOM’99 Conference, Roorkee, pp. 275-279.

  11. S. Selvakumar and Naoshad Mehta, “A protocol for Secured Electronic Transactions over the Internet”, Proceedings of the National Conference on Recent Trends in Advanced Computing NCRTAC 2000, Tirunelveli, India, 11-12 February 2000, pp. 49-54.

  12. S. Selvakumar and P. Prabhakar, “Implementation and Comparison of Distributed Caching Schemes”, Appeared in the Conference Proceedings IEEE ICON 2000, Singapore, September 2000.

  13. S. Selvakumar and A. Muruganantham, “A Survey of Multicast Routing Protocols for Ad hoc Networks”, Conference Proceedings on Computer Communications and Networking: CCN 2003, IIT, Roorkee, held during 15th - 17th Nov. 2003.

  14. S. Selvakumar and R. Alageswaran, “Design of QoS Analyzer for Real time Video Stream”, Conference Proceedings ADCOM 2003: International Conference on Advanced Computing held during 17th-20th Dec. 2003.

  15. C. Mala and S. Selvakumar, “Genetic algorithm based routing for Multicast communication in Mobile networks”, in the International Conference (CD) Proceedings of AACC 2005, Nepal, 2005.

  16. C. Mala and S. Selvakumar, “Sense and Cache - a Novel Caching Scheme for mobile users in a Cellular Network”, in the 5th World Scientific and Engineering Academy and Society (WSEAS) International Conference - EHAC’06: Electronics, Hardware, Wireless, and Optical Communication at Madrid, Spain during February 15th - 17th Feb. 2006.

  17. R. Alageswaran and S. Selvakumar, “Embedded Networks (EmNets): Building Blocks and Issues” in the National conference on Information Technology MEPCOIT’07 organized by MEPCO Schlenk Engineering College, Sivakasi, Tamil Nadu, India on 9th March 2007

  18. R. Leela and S. Selvakumar, “Dynamic Multi Constraint Multi Path QoS Routing Algorithm (DMCMPRA)”, in the Eighth IASTED International Conference on Wireless Optical Communications (WOC 2008) held at Quebec City, Canada during 26-28 May 2008, pp. 173 – 178

  19. Avishkar Dusane Nilan and S. Selvakumar, “ONTOWORD: Implementing Ontology-cum Keyword based Image Retrieval System with Automatic Annotation”, in the Fourth National Conference on Emerging trends in Computer Technology (ETCT 2008) held at Surat, Gujarat, India during 26-27 June 2008, pp. 49 - 53.

  20. R. Leela and S. Selvakumar, “Multi Constraint Routing for MANETs using Genetic Algorithm (MRMGA)” in the International Conference on Communications Convergence and Broadband Networking ICCBN 2008 held at IISc, Bangalore, India, during July17-18, 2008, pp. 19-25.

  21. Arun Raj Kumar, P., and S. Selvakumar, “BEAR: Balanced Energy Aware Routing in Dense Wireless Multihop Sensor”, in the Fourth National Conference on Machine Intelligence (NCMI 2008) held at Jagadhri, Haryana, India during 22-23 August 2008, pp. 118 - 122.

  22. R. Leela and S. Selvakumar, “Genetic Algorithm approach to Dynamic Multi Constraint Multi Path QoS Routing Algorithm for IP networks (GA–DMCMPRA)” in Third Workshop on Intelligent Networks: Adaptation, Communication, and Reconfiguration (IAMCOM) held in conjunction with First International Conference on Communications Systems and NETworks (COMSNETS 2009) held at Bangalore, India, during 10 January 2009, pp.750 -755.

  23. Siddhartha Sankaran, Sourab Poddar, and S. Selvakumar, “A Novel Security model SaW: Security against Wormhole attack in Wireless Sensor Network”, in the IASTED International Conference on Parallel and Distributed Computing and Networks (PDCN 2009) held at Innsbruck, Austria, during 16-18 February 2009, pp 15-20.

  24. Arun Raj Kumar, P., and S. Selvakumar, “Distributed Denial of Service Threat in Collaborative Environment – A Survey of DDoS attack tools and traceback mechanisms” in the IEEE International Advance Computing Conference (IACC 2009) held at Patiala, Punjab, 6-7 March 2009, pp. 1275-1280. doi: 10.1109/IADCC.2009.4809199.

  25. B. Radha and S. Selvakumar, “DEEPA: DEEp Packet Analysis cum Threshold Based DNS Monitoring Tool”, Proceedings of the International Conference on Advances and emerging trends in Computing Technologies (ICAET’10), SRM University, Chennai, India, June 21-24, 2010, ISBN:978-81-8424-595-0, pp. 315-321.

  26. Arun Raj Kumar, P., and S. Selvakumar, “Mathematical Modeling of DDoS attack and Defense – A Survey” in the IEEE 3rd International Conference on Computer Modeling and Simulation (ICCMS 2011), Mumbai, Maharashtra, January 7-9, 2011, Volume 2, pp. 85-89.

  27. S. Janani, R. Nithhyaa, M. Swetha, and S. Selvakumar, “A Novel Eight Clustering Fingerprint Signature (ECFS) Algorithm for Authentication”, Proceedings of the National Conference on Biometrics: Theory, Applications, and Systems (BTAS 2011), Tiruchirappalli, Tamil Nadu, March 11-12, 2011, ISBN:978-81-920937-0-3, pp. 6-10.

  28. Vasudevan, A. R. and S. Selvakumar, “Effect of Data Normalization Techniques on Intrusion Detection Dataset”, International Conference on Frontiers of Computer Science, Bangalore, Karnataka, India, August 7-9, 2011, pp. 313-318.

  29. B. Radha and S. Selvakumar, “DEEPAV2: A DNS Monitor Tool for Prevention of Public IP DNS Rebinding Attack”, Third International Conference on Advances in Recent Technologies in Communication & Computing - ARTCom 2011, Reva Institute of Technology and management, Bangalore, India, September 14-15, 2011, pp. 72-77.

  30. V. Radhakrishan and S. Selvakumar, “Prevention of Man-in-the-Middle attacks using ID Based Signatures”, IEEE 2nd International Conference on Networking and Distributed Computing (ICNDC 2011)”, Beijing, China, September 21-24, 2011, pp. 165-169.

  31. Arun Raj Kumar, P., and S. Selvakumar, “Anomaly Detection using REONIT and Attack Confirmation using Neural Ensemble” in the IEEE International Conference on Computational Intelligence and Communication Networks (CICN 2011), Machine Intelligence Research (MIR) Labs, Gwalior, INDIA, October 7-9, 2011, pp.197-201.

  32. Vasudevan, A. R., E. Harshini, and S. Selvakumar, “SSENet 2011: A Intrusion Detection Dataset and its comparison with KDD Cup’99 Dataset”, in the International Conference on Asian Himalayas International Conference on Internet (AH-ICI 2011), Kathmandu, Nepal, November 4-6, 2011, pp. 121-125.

  33. R. Alageswaran, S. Selvakumar, and P. Neelamegam, “Life Time based Analysis of MAC Protocols of Wireless Adhoc Networks in WSN Applications”, in the International Conference on Computer, Communication and Information Sciences, and Engineering, Kuala Lumpur, Malaysia, February 19-21, 2012, pp. 1096-1100.

  34. Ravi Kumar and S. Selvakumar, “Client Side Prevention of DDoS Attack through Prevention of Buffer Overflow Attack”, Proceedings of International Conference on Electrical Engineering and Computer Science (ICEECS-2012), 28 July 2012, Goa, pp. 1-8.

  35. K. John Paul and S. Selvakumar, “Symptoms Based Detection and Removal of Bot Processes”, Proceedings of International Conference on Recent Trends in Computing (ICRTC 2012), SRM University, NCR Campus, Delhi, India, 4-5 October 2012, pp. 1-4.

  36. Prithvin, M. and S. Selvakumar, “Implementation of Security in Wireless Networks using Session Keys”, Proceedings of International Conference on. Computing, Communication and Advanced Network (ICCCAN 2013). 15-17 March, 2013, Chennai, India.

  37. Harsha Rao and S. Selvakumar, “A Kernel Space Solution for the Detection of Android Bootkit”, 48th Annual Convention on ICT and Critical Infrastructure (CSI-2013), Visakhapatnam, 13-15, December 2013.

  38. Sangeeta Bhattacharya and S. Selvakumar, “SSENet-2014 Dataset: A Dataset for Detection of Multiconnection Attacks”, Proceedings of the 3rd International Conference on Eco-friendly Computing and Communication Systems, ICECCS 2014, NITK Surathkal, Mangalore, December 18th - 21st, 2014.

  39. Suriender Singh and S. Selvakumar, “A Hybrid Feature Subset Selection by Combining Filters and Genetic Algorithm”, International Conference on Computing, Communication, and Automation (ICCCA), Noida, 2015, pp.283-289.

  40. Satyajit Yadav and S. Selvakumar, “Detection of Application Layer DDoS Attack by Modelling User Behavior using Logistic Regression”, 4th International Conference on Reliability, Infocom Technologies, and Optimization (ICRITO) (Trends and Future Directions), Noida, 2015, pp.1-6.

  41. S. Selvakumar and Kanchana Rajaram, “Achieving Excellence in Engineering Education through Improved Teaching-Learning Process”, IEEE Conference on Teaching, Assessment, and Learning for Engineering (TALE), China, 2015.

  42. Naveen Kumar Yadav and S. Selvakumar, “An Adaptive Watermarking Technique for Context Sensitive Images to Create High Quality Watermarked Images”, IEEE International Conference on Recent Trends in Electronics, Information, and Communication Technology, Bengaluru, 2017, pp. 297-304.

  43. Naveen Kumar Yadav and S. Selvakumar, “An Optimized Transform Domain Watermarking Technique for Grayscale Images of Medical Applications”, IEEE 3rd International Conference for Convergence in Technology, Pune, 2018.

  44. Bhuvaneswari Amma Narayanavadivoo Gopinathan and Selvakumar Subramanian, “VCDeepFL: Vector Convolutional Deep Feature Learning Approach for Identification of Known and Unknown Denial of Service Attacks”, IEEE Region 10 Conference TENCON 2018, Jeju, Korea, 2018, pp. 640-645.

  45. S. Priya and S. Selvakumar, “Classifier Performance Evaluation of Phishing Detection Model on Optimal Number of Clusters”, International Conference on Sustainable Computing in Science, Technology, and Management (SUSCOM-2019), Jaipur, 2019, pp. 406-415, SSRN 3352333, 2019.

  46. Bhuvaneswari Amma Narayanavadivoo Gopinathan and Selvakumar Subramanian, “DeepAD: A Deep Learning Framework for Anomaly Detection in Large Scale Networks”, IEEE International Conference for Convergence in Technology (I2CT 2019), Pune, 2019.

  47. Bhuvaneswari Amma Narayanavadivoo Gopinathan and Selvakumar Subramanian, “Feature Correlation Map based Statistical Approach for Denial of Service Attacks Detection”, IEEE International Conference on Computing, Engineering, and Design (ICCED 2019), Nanyang Technological University, Singapore, 2019.

  48. Bhuvaneswari Amma N.G. and Selvakumar S., “RumorDetect: Detection of Rumors in Twitter using Convolutional Deep Tweet Learning Approach”, Springer International Conference on Computational Vision and Bio Inspired Computing (ICCVBIC 2019), Advances in Intelligent Systems and Computing, Vol. 1108, Springer Cham.

  49. Elakkiya E. and Selvakumar S., “Initial Weights Optimization using Enhanced Step Size Firefly Algorithm for Feed Forward Neural Network applied to Spam Detection”, IEEE Region 10 Conference TENCON 2019, Kochi, Kerala, 2019, pp.942-946.

  50. S. Priya and S. Selvakumar, “A Framework for Detecting Phishing Websites using GA based Feature Selection and ARTMAP based Website Classification”, International Conference on Computing and Network Communications (CoCoNet'19), Trivandrum, Kerala, 2019.

  51. Bhuvaneswari Amma N.G., Selvakumar S., and R. Leela Velusamy, “SAGRU: A Stacked Autoencoder based Gated Recurrent Unit Approach to Intrusion Detection”, 8th International Conference on Frontiers of Intelligent Computing: Theory and Applications (FICTA 2020), NITK Surathkal, Karnataka, 2020.

  52. S. Priya, S. Selvakumar, and R. Leela Velusamy, “Gravitational Search based Feature Selection for Enhanced Phishing Websites Detection”, 2nd International Conference on Innovative Mechanisms for Industry Applications (ICIMIA), Bangalore, 2020.

  53. E. Elakkiya, S. Selvakumar, and R. Leela Velusamy, “CIFAS: Community Inspired Firefly Algorithm with fuzzy cross-entropy for feature selection in Twitter Spam Detection”, 11th International Conference on Computing, Communication, and Networking Technologies (ICCCNT), IIT Kharagpur, 2020.

  54. S. Priya, S. Selvakumar, and R. Leela Velusamy, “Detection of phishing attacks using radial basis function trained for categorical attributes”, 11th International Conference on Computing, Communication, and Networking Technologies (ICCCNT), IIT Kharagpur, 2020.