Srivathsan Srinivasagopalan Machine Learning | Cybersecurity | Applied Research

Refereed Journal Publications

  1. Srivathsan Srinivasagopalan, Justin Barry, Varadraj Gurupur, Sharma Thankachan
    "A deep learning approach for diagnosing schizophrenic patients"
    Journal of Experimental & Theoretical Artificial Intelligence, Vol. 31, Issue 6, 2019.
    doi:10.1080/0952813X.2018.1563636
  2. Srivathsan Srinivasagopalan, Costas Busch, S.S. Iyengar
    "An Oblivious Spanning Tree for Single-Sink Buy-at-Bulk in Low Doubling-Dimension Graphs"
    IEEE Transactions on Computers, April 2011.
    IEEE Xplore
  3. Jren-Chit Chin, Nageswara S.V. Rao, David K.Y. Yau, Mallikarjun Shankar, Yong Yang, Jennifer C. Hou, Srinivasagopalan Srivathsan, S.S. Iyengar
    "Identification of Low-Level Point Radiation Sources Using a Sensor Network"
    ACM Transactions on Sensor Networks (TOSN), Vol. 7, Issue 3, 2010.
    ACM Digital Library

Refereed Conference Publications

  1. Elisa Bertino, Anoop Singhal, Srivathsan Srinivasagopalan, Rakesh M. Verma
    "Developing A Compelling Vision for Winning the Cybersecurity Arms Race"
    CODASPY 2020: ACM Conference on Data and Application Security and Privacy, Pages 220–222, 2020.
    doi:10.1145/3374664.3379538
  2. Rakesh M. Verma, Srivathsan Srinivasagopalan
    "Clustering for Security Challenges"
    IWSPA '19: Proceedings of the ACM International Workshop on Security and Privacy Analytics, March 2019.
    doi:10.1145/3309182.3309184
  3. Houtan Faridi, Srivathsan Srinivasagopalan, Rakesh Verma
    "Parameter tuning and confidence limits of malware clustering"
    CODASPY 2019: Proceedings of the Ninth ACM Conference on Data and Application Security and Privacy, Pages 169–171, March 2019.
    doi:10.1145/3292006.3302385
  4. Houtan Faridi, Srivathsan Srinivasagopalan, Rakesh Verma
    "Performance evaluation of features and clustering algorithms for malware"
    2018 IEEE International Conference on Data Mining Workshops (ICDMW), November 17–20, 2018.
    doi:10.1109/ICDMW.2018.00010
  5. Justin Barry, Srivathsan Srinivasagopalan, Sharma V. Thankachan, Varadraj Gurupur
    "Diagnosing Schizophrenia: A Deep Learning Approach"
    BCB 2018: ACM International Conference on Bioinformatics, Computational Biology, and Health Informatics, August 2018.
    doi:10.1145/3233547.3233658
  6. Costas Busch, Chinmoy Dutta, Jaikumar Radhakrishnan, Rajmohan Rajaraman, Srivathsan Srinivasagopalan
    "Split and Join: Strong Partitions and Universal Steiner Trees for Graphs"
    FOCS 2012 (IEEE Foundations of Computer Science), October 20–23, 2012, New Brunswick, NJ.
    doi:10.1109/FOCS.2012.45
  7. Srivathsan Srinivasagopalan, Supratik Mukhopadhyay, Ramesh Bharadwaj
    "A Complex-Event-Processing Framework for Smart-Grid Management"
    IEEE Conference on Cognitive Methods in Situation Awareness and Decision Support (CogSIMA 2012), March 6–8, 2012, New Orleans, LA.
    doi:10.1109/CogSIMA.2012.6188396
  8. Gokarna Sharma, Costas Busch, Srivathsan Srinivasagopalan
    "Distributed Transactional Memory for General Networks"
    26th IEEE International Parallel & Distributed Processing Symposium (IPDPS 2012), May 21–25, 2012, Shanghai, China.
    doi:10.1109/IPDPS.2012.97
  9. Srivathsan Srinivasagopalan, Costas Busch, S.S. Iyengar
    "Oblivious Buy-at-Bulk in Planar Graphs"
    Workshop on Algorithms and Computation (WALCOM 2011), Springer LNCS Vol. 6552, Pages 33–44, 2011.
    ACM Digital Library
  10. Srivathsan Srinivasagopalan, Costas Busch, S.S. Iyengar
    "Universal Steiner Trees for Data Aggregation in Low Doubling Metrics"
    Ph.D. Forum, International Conference on Distributed Computing and Networking (ICDCN 2010), Kolkata, India, January 3–6, 2010.
    Best Presentation Award
  11. Srivathsan Srinivasagopalan, Costas Busch, S.S. Iyengar
    "Universal Data Aggregation Trees for Sensor Networks in Low Doubling Metrics"
    International Workshop on Algorithmic Aspects of Wireless Sensor Networks (ALGOSENSORS '09), Rhodes, Greece, July 10–11, 2009. Springer LNCS Vol. 5804, Pages 151–152.
    ACM Digital Library
  12. Yenumula B. Reddy, Srivathsan Srinivasagopalan
    "Game Theory Model for Selective Forward Attacks in Wireless Sensor Networks"
    IEEE 17th Mediterranean Conference on Control & Automation (MED 2009).
    doi:10.1109/MED.2009.5164584
  13. N. Parameswaran, S. Srivathsan, S.S. Iyengar
    "A Framework for Application Centric Wireless Network Management"
    Third IEEE Workshop on Intelligent Networks: Adaptation, Communication & Reconfiguration (IAMCOM 2009), January 10, 2009, Bangalore, India.
  14. Eungchun Cho, S. Srivathsan, N. Balakrishnan, S.S. Iyengar
    "Distributed Sensor Network Deployed on Eisenstein Grids"
    The IASTED International Symposium on Distributed Sensor Networks (DSN '08), November 16–18, 2008, Orlando, Florida.
  15. Nageswara Rao, Mallikarjun Shankar, Jren-Chit Chin, David Yau, Srinivasagopalan Srivathsan, S.S. Iyengar, Yong Yang, Jennifer Hou
    "Identification of Low-Level Point Radiation Sources Using a Sensor Network"
    ACM/IEEE Conference on Information Processing in Sensor Networks (IPSN '08), April 22–24, 2008, St. Louis, Missouri.
    ACM Digital Library
  16. Suman Kumar, S. Srivathsan, Seung-Jong Park, S.S. Iyengar
    "Estimating Data Redundancy in Sensor Networks"
    Third International Innovations and Real-Time Applications of Distributed Sensor Networks Symposium, November 26–27, 2007, Shreveport, Louisiana.
  17. S. Srivathsan, S.S. Iyengar
    "Minimizing Latency in Wireless Sensor Networks — A Survey"
    Third IASTED Conference on Advances in Computer Science and Technology, April 2–4, 2007, Phuket, Thailand.
  18. S. Srivathsan, S.S. Iyengar
    "Reliability in Wireless Sensor Networks"
    Second IEEE International Workshop on Next Generation Wireless Networks (IEEE WoNGeN '06), December 18–21, 2006, Bangalore, India.

Books and Book Chapters

  1. Brij Gupta, Srivathsan Srinivasagopalan
    "Handbook of Research on Intrusion Detection Systems"
    IGI Global, 2020.
    IGI Global
  2. S.S. Iyengar, N. Parameshwaran, Vir V. Phoha, N. Balakrishnan, Chuka D. Okoye
    "Fundamentals of Sensor Network Programming: Applications and Technology"
    John Wiley & Sons, Inc., 2010.
  3. S. Srivathsan, N. Balakrishnan, S.S. Iyengar
    "Scalability in Wireless Mesh Networks"
    Guide to Wireless Mesh Networks, Springer (London), Pages 325–347, December 2008. ISBN: 978-1-84800-908-0.
  4. S. Srivathsan, N. Balakrishnan, S.S. Iyengar
    "Critical Feature Detection in Cockpits — Application of AI in Sensor Networks"
    Computational Intelligence in Multimedia Processing: Recent Advances, Springer-Verlag, Vol. 96, Pages 409–433, April 2008. ISBN: 978-3-540-76826-5.

Technical Reports

  1. Srivathsan Srinivasagopalan, Prof. Anurag Kumar, Dr. Sridhar Varadharajan
    "Performance Evaluation for Deployment of an Enterprise WLAN"
    IISc, 2006.
  2. Srivathsan Srinivasagopalan, Dr. Sridhar Varadharajan
    "Software Architecture for a Linux based Real-Time Packet-Processing"
    Satyam Applied Research Group, Bangalore, India, 2006.
  3. Srivathsan Srinivasagopalan
    "Software Architecture for Local Network Management System"
    Flextronics (formerly Deccanet Designs), Bangalore, India, 2005.