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Past Projects

  1. Allia: Alliance-based Service Discovery
  2. Context-Aware Surgical Training
  3. MagicWeaver: An Agent Based Simulation Framework For Wireless Sensor Networks
  4. Mobile Peer-to-Peer Traffic Monitoring

Publications

2022

  1. A. Piplai, M. Anoruo, K. Fasaye, A. Joshi, T. Finin, and A. Ridley, "Knowledge guided Two-player Reinforcement Learning for Cyber Attacks and Defenses", InProceedings, International Conference on Machine Learning and Applications, December 2022, 1989 downloads.
  2. A. Chio, D. Jiang, P. Gupta, G. Bouloukakis, R. Yus, S. Dixit, and N. Venkatasubramanian, "SmartSPEC: Customizable Smart Space Datasets via Event-driven Simulations", InProceedings, IEEE International Conference on Pervasive Computing and Communications (PerCom), March 2022, 831 downloads.
  3. A. Chio, D. Jiang, P. Gupta, G. Bouloukakis, R. Yus, S. Mehrotra, and N. Venkatasubramanian, "Artifact: SmartSPEC: Customizable Smart Space Datasets via Event-driven Simulations", InProceedings, 20th International Conference on Pervasive Computing and Communications, March 2022, 558 downloads.
  4. M. Halem, a. kochanski, J. Mandel, P. Nguyen, R. Atlas, Z. Yang, A. Bargteil, J. Sleeman, V. Caicedo, B. Demoz, D. Chapman, and K. Patel, "A Machine Learning Plume-Resolving Model Implementation over North America for Mega-Wildland Fire Smoke Impacts on Distant Planetary Boundary Layers", InProceedings, 102nd American Meteorological Society Annual Meeting, January 2022.

2021

  1. M. Halem, K. Patel, Z. Yang, and J. Sleeman, "The Use of Machine Learning to Infer the Transport Influence of US West Coast WildFires on the US East Coast Planetary Boundary Layer", InProceedings, AGU Fall Meeting 2021, December 2021.

2019

  1. M. Murnane, M. Breitmeyer, F. Ferraro, C. Matuszek, and D. Engel, "Learning from Human-Robot Interactions in Modeled Scenes", InProceedings, ACM SIGGRAPH 2019 Posters, July 2019, 674 downloads.
  2. M. Murnane, M. Breitmeyer, F. Ferraro, and C. Matuszek, "Learning from Human-Robot Interactions in Modeled Scenes", InProceedings, ACM SIGGRAPH 2019 Posters, July 2019, 659 downloads.

2015

  1. W. Li, A. Joshi, and T. Finin, "SVM-CASE: An SVM-based Context Aware Security Framework for Vehicular Ad-hoc Networks", InProceedings, 82nd IEEE Vehicular Technology Conference, September 2015, 1933 downloads.

2013

  1. W. Li, A. Joshi, and T. Finin, "CAST: Context-Aware Security and Trust framework for Mobile Ad-hoc Networks using Policies", Article, Distributed and Parallel Databases, June 2013, 2424 downloads.

2012

  1. W. Li, J. Parker, and A. Joshi, "Security Through Collaboration and Trust in MANETs", Article, Mobile Networks and Applications (MONET), June 2012, 485 downloads.

2011

  1. W. Li, A. Joshi, and T. Finin, "SAT: an SVM-based Automated Trust Management System for Mobile Ad-hoc Networks", InProceedings, Proceedings of the 2011 Military Communications Conference, November 2011, 2310 downloads.
  2. W. Li, P. Jagtap, L. Zavala, A. Joshi, and T. Finin, "CARE-CPS: Context-Aware tRust Evaluation for Wireless Networks in Cyber-Physical System Using Policies", InProceedings, Proceedings of the IEEE International Symposium on Policies for Distributed Systems and Networks, June 2011, 2626 downloads.
  3. W. Li, A. Joshi, and T. Finin, "ATM: Automated Trust Management for Mobile Ad-hoc Networks Using Support Vector Machine", InProceedings, 12th IEEE International Conference on Mobile Data Management (MDM 2011), June 2011, 2167 downloads.

2010

  1. W. Li, A. Joshi, and T. Finin, "SMART: An SVM-based Misbehavior Detection and Trust Management Framework for Mobile Ad hoc Networks", TechReport, October 2010, 1081 downloads.
  2. W. Li, A. Joshi, and T. Finin, "Coping with Node Misbehaviors in Ad Hoc Networks: A Multi-Dimensional Trust Management Approach", InProceedings, The 11th International Conference on Mobile Data Management (MDM 2010), May 2010, 3658 downloads, 7 citations.

2009

  1. W. Li, A. Joshi, and T. Finin, "Policy-based Malicious Peer Detection in Ad Hoc Networks", InProceedings, Proceedings of the 2009 International Conference on Information Privacy, Security, Risk and Trust (PASSAT 2009), August 2009, 3670 downloads, 4 citations.
  2. W. Li and A. Joshi, "Outlier Detection in Ad Hoc Networks Using Dempster-Shafer Theory", InProceedings, 10th International Conference on Mobile Data Management (MDM 2009), May 2009, 2423 downloads, 7 citations.

2008

  1. W. Li, J. Parker, and A. Joshi, "Security through Collaboration in MANETs", InProceedings, Proceedings of The 4th International Conference on Collaborative Computing: Networking, Applications and Worksharing (CollaborateCom 2008), November 2008, 2665 downloads, 1 citation.

2007

  1. O. V. Ratsimor, "Opportunistic Bartering of Digital Goods and Services in Pervasive Environments", PhdThesis, University of Maryland, Baltimore County, August 2007, 3103 downloads.
  2. A. Patwardhan, J. Parker, M. Iorga, A. Joshi, T. Karygiannis, and Y. Yesha, "Threshold-based Intrusion Detection in Ad Hoc Networks and Secure AODV", Article, Ad Hoc Networks Journal (ADHOCNET), May 2007, 3701 downloads, 16 citations.
  3. M. Halem, A. Patwardhan, S. Dornbush, M. Seablom, and Y. Yesha, "Sensor Web Design Studies for Realtime Dynamic Congestion Pricing", Proceedings, PerTrans07, March 2007, 4311 downloads.

2006

  1. S. Dornbush, "StreetSmart Traffic: Discovering and Disseminating Automobile Congestion Using VANET's", MastersThesis, UMBC, August 2006, 3534 downloads.
  2. A. Patwardhan, A. Joshi, T. Finin, and Y. Yesha, "A Data Intensive Reputation Management Scheme for Vehicular Ad Hoc Networks", InProceedings, Second International Workshop on Vehicle-to-Vehicle Communications, Third Annual International Conference on Mobile and Ubiquitous Systems: Networking & Services, July 2006, 4637 downloads, 10 citations.
  3. A. Patwardhan, F. Perich, A. Joshi, T. Finin, and Y. Yesha, "Querying in Packs: Trustworthy Data Management in Ad Hoc Networks", Article, International Journal of Wireless Information Networks, June 2006, 4616 downloads, 5 citations.
  4. D. Chakraborty, A. Joshi, Y. Yesha, and T. Finin, "Toward Distributed Service Discovery in Pervasive Computing Environments", Article, IEEE Transactions on Mobile Computing , February 2006, 3427 downloads, 142 citations.
  5. J. Parker, A. Patwardhan, and A. Joshi, "Cross-layer Analysis for Detecting Wireless Misbehaviour", Proceedings, IEEE Consumer Communications and Networking Conference Special Sessions, January 2006, 4528 downloads, 13 citations.

2005

  1. A. Patwardhan, F. Perich, A. Joshi, T. Finin, and Y. Yesha, "Active Collaborations for Trustworthy Data Management in Ad Hoc Networks", InProceedings, Proceedings of the 2nd IEEE International Conference on Mobile Ad-Hoc and Sensor Systems, November 2005, 4060 downloads, 11 citations.
  2. S. B. Kodeswaran and A. Joshi, "Using Location Information for Scheduling in 802.15.3 MAC", InProceedings, 2nd International Conference on Broadband Networks (BROADNETS 2005), October 2005, 4560 downloads.
  3. D. Chakraborty, A. Joshi, T. Finin, and Y. Yesha, "Service Composition for Mobile Environments", Article, Journal on Mobile Networking and Applications, Special Issue on Mobile Services, January 2005, 5466 downloads, 67 citations.

2004

  1. O. Streltchenko, Y. Yesha, and T. Finin, "Multi-agent simulation of financial markets", InBook, Formal Modeling in Electronic Commerce: Representation, Inference, and Strategic Interaction, December 2004, 5089 downloads, 8 citations.
  2. D. Chakraborty, A. Joshi, Y. Yesha, and T. Finin, "Towards Distributed Service Discovery in Pervasive Computing Environments", Article, IEEE Transactions on Mobile Computing, July 2004, 4484 downloads, 29 citations.
  3. F. Perich, A. Joshi, T. Finin, and Y. Yesha, "On Data Management in Pervasive Computing Environments", Article, IEEE Transactions on Knowledge and Data Engineering, May 2004, 6438 downloads, 82 citations.
  4. J. Parker, J. Pinkston, and A. Joshi, "On Intrusion Detection in Mobile Ad Hoc Networks", InProceedings, 23rd IEEE International Performance Computing and Communications Conference -- Workshop on Information Assurance , April 2004, 5331 downloads, 15 citations.
  5. D. Chakraborty, Y. Yesha, and A. Joshi, "A Distributed Service Composition Protocol for Pervasive Environments", Proceedings, Wireless Communcations and Networking Conference (WCNC), March 2004, 3738 downloads, 22 citations.
  6. D. Chakraborty, A. Shenoi, Y. Yesha, Y. Yesha, and A. Joshi, "A Queueing Theoretic Model for Service Discovery in Ad-hoc Networks", InProceedings, Communication Networks and Distributed Systems Modeling and Simulation Conference (CNDS), January 2004, 3700 downloads, 6 citations.

2003

  1. O. Streltchenko, "Exploring Trading Dynamics in a Derivative Securities Market of Heterogeneous Agents", PhdThesis, UMBC, December 2003.
  2. S. Avancha, J. Undercoffer, A. Joshi, and J. Pinkston, "Secure Sensor Networks for Perimeter Protection", Article, Computer Networks, November 2003, 4081 downloads, 30 citations.
  3. O. V. Ratsimor, D. Chakraborty, A. Joshi, T. Finin, and Y. Yesha, "Service Discovery in Agent-based in Pervasive Computing Environments", Article, Journal on Mobile Networking and Applications, November 2003, 3658 downloads, 38 citations.
  4. L. Ding, L. Zhou, and T. Finin, "Trust Based Knowledge Outsourcing for Semantic Web Agents", InProceedings, Proceedings of the 2003 IEEE/WIC International Conference on Web Intelligence, October 2003, 3900 downloads, 47 citations.
  5. F. Perich, A. Joshi, Y. Yesha, and T. Finin, "Neighborhood-Consistent Transaction Management for Pervasive Computing Environments", InProceedings, 14th International Conference on Database and Expert Systems Applications (DEXA 2003), September 2003, 5328 downloads, 11 citations.
  6. D. Chakraborty, A. Joshi, Y. Yesha, and T. Finin, "Towards Distributed Service Discovery in Pervasive Computing Environments", Article, IEEE Transactions on Mobile Computing, June 2003, 3996 downloads.
  7. S. B. Kodeswaran, O. V. Ratsimor, A. Joshi, T. Finin, and Y. Yesha, "Using Peer-to-Peer Data Routing for Infrastructure-based Wireless Networks", InProceedings, First IEEE International Conference on Pervasive Computing and Communications , March 2003, 3226 downloads, 11 citations.

2002

  1. D. Chakraborty, A. Joshi, T. Finin, and Y. Yesha, "GSD: A Novel Group-based Service Discovery Protocol for MANETs", InProceedings, 4th IEEE Conference on Mobile and Wireless Communications Networks (MWCN), September 2002, 4682 downloads, 218 citations.
  2. S. Tolia, T. Finin, and A. Joshi, "MagicWeaver: An Agent-Based Simulation Framework for Wireless Sensor Networks", InProceedings, Workshop on Ubiquitous Agents for Mobile, Embedded and Wearable Devices, August 2002, 3686 downloads, 1 citation.

1973

  1. P. Morrison, "The Mind of the Machine", Article, Technology Review, January 1973, 538 downloads.

Presentation

  1. Cross-layer Analysis for Detecting Wireless Misbehavior
  2. Cross-layer Analysis for Detecting Wireless Misbehavior
  3. SMART: A SVM-based Misbehavior Detection and Trust Management Framework for Mobile Ad hoc Networks

Source Code

  1. MANET IDS Glomosim Simulation Files

Old News

  1. UMBC and IBM collaborate on autonomic computing
    February 24, 2005

Old Events

  1. Detecting Comprised Nodes in Wireless Sensor Networks
    March 8, 2012
  2. SMART: A SVM-based Misbehavior Detection and Trust Management Framework for Mobile Ad hoc Networks
    May 18, 2010
  3. Security Through Policy and Trust in Mobile Ad Hoc Networks
    November 3, 2009
  4. Robot Line Formation
    July 16, 2009
  5. Virtual Patients as Intelligent Agents
    May 8, 2009
  6. Outlier Detection in Ad Hoc Networks Using Dempster-Shafer Theory
    May 6, 2009
  7. Observation Techniques for Detecting Malicious Behavior in Ad-hoc Networks
    October 23, 2008
  8. Gossip-based Outlier Detection for Mobile Ad Hoc Networks
    May 6, 2008
  9. Scalable Solver Infrastructure for Computational Science & Engineering
    October 26, 2007
  10. Research Topics in MANETs
    October 17, 2006