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Tags: sensor

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Research Areas

  1. Machine learning

Past Projects

  1. Intrusion Detection
  2. MagicWeaver: An Agent Based Simulation Framework For Wireless Sensor Networks
  3. Security in Battlefield MANETs

Publications

2023

  1. A. Kotal, L. Elluri, D. Gupta, V. Mandalapu, and A. Joshi, "Privacy-Preserving Data Sharing in Agriculture: Enforcing Policy Rules for Secure and Confidential Data Synthesis", InProceedings, IEEE International Conference on Big Data (BigData), December 2023, 904 downloads.
  2. K. Darvish, E. Raff, F. Ferraro, and C. Matuszek, "Multimodal Language Learning for Object Retrieval in Low Data Regimes in the Face of Missing Modalities", Article, Transactions on Machine Learning Research, October 2023, 333 downloads.
  3. A. Piplai, "Knowledge Graphs and Reinforcement Learning: A Hybrid Approach for Cybersecurity Problems", PhdThesis, July 2023, 771 downloads.
  4. N. M. Gowrishetty, S. Chukkapalli, and A. Joshi, "Bewitching the Battlefield: Repurposing the MouseJack Attack for Crazyflie Drones", InProceedings, INFOCOM Workshop on Security, Privacy, and Digital Forensics of Mobile Systems and Networks, May 2023, 368 downloads.

2022

  1. P. Gupta, S. Mehrotra, S. Sharma, R. Yus, and N. Venkatasubramanian, "Sentaur: Sensor Observable Data Model for Smart Spaces", InProceedings, 31st ACM International Conference on Information and Knowledge Management (CIKM), October 2022, 297 downloads.
  2. D. Ghosh, P. Gupta, S. Dixit, and R. Yus, "JENNER: Just-in-time Enrichment in Query Processing", InProceedings, Proceedings of the VLDB Endowment, September 2022, 561 downloads.
  3. R. Yus, G. Bouloukakis, S. Mehrotra, and N. Venkatasubramanian, "The SemIoTic Ecosystem: A Semantic Bridge between IoT Devices and Smart Spaces", Article, ACM Transactions on Internet Technology, August 2022, 371 downloads.
  4. S. Chukkapalli, A. Joshi, T. Finin, and R. F. Erbacher, "CAPD: A Context-Aware, Policy-Driven Framework for Secure and Resilient IoBT Operations", InProceedings, Artificial Intelligence and Machine Learning for Multi-Domain Operations Applications IV, SPIE Defense + Commercial Sensing, April 2022, 468 downloads.
  5. 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, 338 downloads.
  6. 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, 279 downloads.

2021

  1. S. Chukkapalli, N. Pillai, S. Mittal, and A. Joshi, "Cyber-Physical System Security Surveillance using Knowledge Graph based Digital Twins - A Smart Farming Usecase", InProceedings, IEEE Intelligence and Security Informatics (ISI) 2021, August 2021, 782 downloads.
  2. M. Murnane, P. Higgins, M. Saraf, F. Ferraro, C. Matuszek, and D. Engel, "A Simulator for Human-Robot Interaction in Virtual Reality", InProceedings, Conference on Virtual Reality and 3D User Interfaces, Abstracts and Workshops (VRW), March 2021, 858 downloads.

2020

  1. S. Sontowski, M. Gupta, S. Chukkapalli, M. Abdelsalam, S. Mittal, A. Joshi, and R. Sandhu, "Cyber Attacks on Smart Farming Infrastructure", InProceedings, 6th IEEE International Conference on Collaboration and Internet Computing (IEEE CIC 2020), October 2020, 1266 downloads.
  2. S. N. Narayanan, A. Joshi, and R. Bose, "ABATe: Automatic Behavioral Abstraction Technique to Detect Anomalies in Smart Cyber-Physical Systems", InProceedings, IEEE Transactions on Dependable and Secure Computing, October 2020, 867 downloads.
  3. S. Chukkapalli, S. Mittal, M. Gupta, M. Abdelsalam, A. Joshi, R. Sandhu, and K. P. Joshi, "Ontologies and Artificial Intelligence Systems for the Cooperative Smart Farming Ecosystem", InCollection, IEEE Access, September 2020, 692 downloads.
  4. S. Chukkapalli, A. Piplai, S. Mittal, M. Gupta, and A. Joshi, "A Smart-Farming Ontology for Attribute Based Access Control", InProceedings, 6th IEEE International Conference on Big Data Security on Cloud (BigDataSecurity 2020), March 2020, 1047 downloads.

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, 471 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, 453 downloads.
  3. S. Ramapatruni, S. N. Narayanan, S. Mittal, A. Joshi, and K. P. Joshi, "Anomaly Detection Models for Smart Home Security", InProceedings, 5th IEEE International Conference on Big Data Security on Cloud (BigDataSecurity 2019), April 2019, 1591 downloads.

2018

  1. S. N. Narayanan, A. Ganesan, K. P. Joshi, T. Oates, A. Joshi, and T. Finin, "Early Detection of Cybersecurity Threats Using Collaborative Cognition", InProceedings, Proceedings of the 4th IEEE International Conference on Collaboration and Internet Computing (CIC), October 2018, 3599 downloads.

2017

  1. P. K. Das, "Context-Dependent Privacy and Security Management on Mobile Devices", PhdThesis, Ph.D. Dissertation, August 2017, 1227 downloads.
  2. A. Banerjee, R. Dalal, S. Mittal, and K. P. Joshi, "Generating Digital Twin models using Knowledge Graphs for Industrial Production Lines", InProceedings, Workshop on Industrial Knowledge Graphs, co-located with the 9th International ACM Web Science Conference 2017, June 2017, 2684 downloads.
  3. K. Khanna and A. Joshi, "Bi-level Modelling of False Data Injection Attacks on Security Constrained Optimal Power Flow", Article, IET Generation, Transmission and Distribution, June 2017, 1007 downloads.

2016

  1. K. Khanna, R. Bose, and A. Joshi, "On Detecting False Data Injection with Limited Network Information using Statistical Techniques", InProceedings, IEEE Power and Energy Society General Meeting, Chicago, 2017, November 2016, 997 downloads.
  2. P. K. Das, D. Ghosh, P. Jagtap, A. Joshi, and T. Finin, "Preserving User Privacy and Security in Context-Aware Mobile Platforms", InBook, Mobile Application Development, Usability, and Security, October 2016, 1554 downloads.
  3. S. N. Narayanan, S. Mittal, and A. Joshi, "Using Semantic Technologies to Mine Vehicular Context for Security", InProceedings, 37th IEEE Sarnoff Symposium (2016), September 2016, 1573 downloads.
  4. S. N. Narayanan, S. Mittal, and A. Joshi, "OBD SecureAlert: An Anomaly Detection System for Vehicles", InProceedings, IEEE Workshop on Smart Service Systems (SmartSys 2016), May 2016, 1849 downloads.
  5. K. Khanna and A. Joshi, "Feasibility and mitigation of false data injection attacks in smart grid", InProceedings, IEEE 6th International Conference on Power Systems (ICPS), 2016 , March 2016, 1041 downloads.
  6. M. L. Mathews, A. Joshi, and T. Finin, "Detecting Botnets Using a Collaborative Situational-aware IDPS", InProceedings, Second International Conference on Information Systems Security and Privacy, February 2016, 1840 downloads.

2013

  1. P. K. Das, A. Joshi, and T. Finin, "Energy efficient sensing for managing context and privacy on smartphones", InProceedings, First Workshop on Society, Privacy and the Semantic Web - Policy and Technology (PrivOn 2013) co-located with the 12th International Semantic Web Conference (ISWC 2013), Sydney, Australia., October 2013, 1539 downloads.

2012

  1. M. L. Mathews, P. Halvorsen, A. Joshi, and T. Finin, "A Collaborative Approach to Situational Awareness for CyberSecurity", InProceedings, 8th IEEE Int. Conf. on Collaborative Computing: Networking, Applications and Worksharing, October 2012, 2152 downloads.
  2. D. Ghosh, A. Joshi, T. Finin, and P. Jagtap, "Privacy control in smart phones using semantically rich reasoning and context modeling", InProceedings, Proceedings of the IEEE Workshop on Semantic Computing and Security, May 2012, 1642 downloads.
  3. S. More, "Situation Aware Intrusion Detection Model", MastersThesis, University of Maryland, Baltimore County, May 2012, 341 downloads.

2011

  1. P. Jagtap, A. Joshi, T. Finin, and L. Zavala, "Preserving Privacy in Context-Aware Systems", InProceedings, Proceedings of the Fifth IEEE International Conference on Semantic Computing, October 2011, 2003 downloads.
  2. R. Dharurkar, "Context-Aware Middleware for Activity Recognition", MastersThesis, University of Maryland, Baltimore County, May 2011, 1653 downloads.
  3. P. Jagtap, "Privacy Preservation in Context Aware Systems", MastersThesis, May 2011, 1693 downloads.
  4. P. Jagtap, A. Joshi, T. Finin, and L. Zavala, "Privacy Preservation in Context Aware Geosocial Networking Applications", TechReport, University of Maryland, Baltimore County, May 2011, 2186 downloads.

2010

  1. C. Tilmes, Y. Yesha, and M. Halem, "Tracking Provenance of Earth Science Data", Article, Earth Science Informatics, November 2010, 1780 downloads.

2009

  1. M. Halem, N. Most, C. Tilmes, K. Stewart, Y. Yesha, D. Chapman, and P. Nguyen, "Service-Oriented Atmospheric Radiances (SOAR): Gridding and Analysis Services for Multisensor Aqua IR Radiance Data for Climate Studies", Article, IEEE Transactions on Geoscience and Remote Sensing, January 2009.

2008

  1. O. Walavalkar, A. Joshi, T. Finin, and Y. Yesha, "Streaming Knowledge Bases", InProceedings, Proceedings of the Fourth International Workshop on Scalable Semantic Web knowledge Base Systems, October 2008, 4377 downloads, 4 citations.
  2. C. Tilmes and A. J. Fleig, "Provenance Tracking in an Earth Science Data Processing System", InProceedings, Proceedings of Provenance and Annotation of Data and Processes: Second International Provenance and Annotation Workshop, Ipaw 2008, , June 2008, 2276 downloads.

2007

  1. M. Halem, Y. Yesha, C. Tilmes, D. Chapman, N. Most, and A. Bertolli, "SOAR: A System for the Analysis of Atmospheric Radiances", InProceedings, EOS Transactions, December 2007.
  2. O. Walavalkar, "Streaming Knowledge Bases", MastersThesis, University of Maryland, Baltimore County, August 2007, 4 citations.
  3. S. Agarwal, A. Joshi, T. Finin, Y. Yesha, and T. Ganous, "A Pervasive Computing System for the Operating Room of the Future", Article, Mobile Networks and Applications, August 2007, 3872 downloads.
  4. M. Halem, Y. Yesha, C. Tilmes, D. Chapman, M. Goldberg, and L. Zhou, "A Web Service Tool (SOAR) for the Dynamic Generation of L1 Grids of Coincident AIRS, AMSU and MODIS Satellite Sounding Radiance Data for Climate Studies", Article, EOS Transactions, June 2007.
  5. M. Halem, A. Patwardhan, S. Dornbush, M. Seablom, and Y. Yesha, "Sensor Web Design Studies for Realtime Dynamic Congestion Pricing", Proceedings, PerTrans07, March 2007, 3979 downloads.

2006

  1. S. Agarwal, A. Joshi, T. Finin, and Y. Yesha, "A Pervasive Computing System for the Operating Room of the Future", TechReport, University of Maryland, Baltimore County, September 2006, 4929 downloads.
  2. S. Agarwal, A. Joshi, and T. Finin, "Context-Aware System to Create Electronic Medical Records", TechReport, July 2006, 3398 downloads.
  3. S. Gupta, A. Joshi, and T. Finin, "Context-Aware System to Create Electronic Medical Encounter Records", TechReport, UMBC, July 2006, 24 downloads.
  4. 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, 4329 downloads, 5 citations.
  5. S. Agarwal, "Context-Aware System to Create Electronic Medical Encounter Records", MastersThesis, May 2006, 2988 downloads, 2 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, 3745 downloads, 11 citations.
  2. S. Avancha, "A Holistic Approach to Secure Sensor Networks", PhdThesis, UMBC, August 2005, 3524 downloads.

2004

  1. H. Chen, "An Intelligent Broker Architecture for Pervasive Context-Aware Systems", PhdThesis, University of Maryland, Baltimore County, December 2004, 7875 downloads, 17 citations.
  2. S. Avancha, C. Patel, and A. Joshi, "Ontology-driven Adaptive Sensor Networks", InProceedings, MobiQuitous 2004, August 2004, 4740 downloads, 18 citations.
  3. F. Perich, "On Peer-to-Peer Data Management in Pervasive Computing Environments", PhdThesis, UMBC, May 2004, 2046 downloads.
  4. , "Intrusion Detection: Modeling System State to Detect and Classify Aberrant Behavior", PhdThesis, University of Maryland, Baltimore County, February 2004, 7497 downloads.
  5. S. Avancha, A. Joshi, and J. Pinkston, "Security for Sensor Networks", InBook, Wireless Sensor Networks, January 2004, 3985 downloads, 52 citations.

2003

  1. S. Avancha, A. Joshi, and J. Pinkston, "Secure Sensor Networks for Perimeter Protection", Article, Computer Networks, November 2003, 3790 downloads, 30 citations.
  2. V. Hingne, A. Joshi, J. Michopoulos, and E. N. Houstis, "On the Grid and Sensor Networks", InProceedings, Proceedings. First Latin American Web Congress, Phoenix, November 2003, 175 downloads, 15 citations.
  3. V. Hingne, A. Joshi, T. Finin, H. Kargupta, and E. N. Houstis, "Towards a Pervasive Grid", InProceedings, Proceedings of the Int. Parallel and Distributed Processing Symposium , April 2003, 1728 downloads.
  4. S. Avancha, P. D'Souza, F. Perich, A. Joshi, and Y. Yesha, "P2P M-Commerce in Pervasive Environments", Article, ACM SIGecom Exchanges, January 2003, 5214 downloads, 16 citations.

2002

  1. L. Kagal, V. Korolev, S. Avancha, A. Joshi, T. Finin, and Y. Yesha, "Centaurus : An Infrastructure for Service Management in Ubiquitous Computing", Article, ACM Wireless Networks Journal, November 2002, 2920 downloads, 19 citations.
  2. L. Kagal, V. Korolev, S. Avancha, A. Joshi, and T. Finin, "An Approach to Dynamic Service Management in Pervasive Computing", InProceedings, Proceedings of the Grace Hopper Celebration of Women in Computing, October 2002, 3348 downloads.
  3. 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, 3439 downloads, 1 citation.

1972

  1. T. Finin, "A Vision Potpourri", TechReport, MIT Artificial Intelligence Laboratory, June 1972, 299 downloads.

Poster

  1. A framework for collaborative data gathering

Presentation

  1. A Holistic Approach to Secure Sensor Networks
  2. A Multiagent-Based Synergistic Approach For Software Fault Tolerance
  3. An Intelligent Broker for Pervasive Context-Aware Systems
  4. Collabora've  Data  Gathering  Using   Context-­‐aware  Mobile  Devices
  5. MATA 2005 keynote
  6. Privacy Preservation in Context Aware Systems
  7. Privacy Preservation in Context-Aware Systems
  8. Understanding RSM: Relief Social Media

Ontology

  1. Sensor Cluster Ontology
  2. Sensor Node Ontology

Old News

  1. Looking back at the ebiquity research group's 2006
    January 1, 2007
  2. UMBC ebiquity group launches four new PhDs
    December 23, 2004
  3. Harry Chen defends dissertation
    December 3, 2004

Old Events

  1. Are you in control or being controlled in your vehicle?
    October 26, 2015
  2. A Collaborative Approach to Situational Awareness for CyberSecurity
    April 29, 2013
  3. Situation Aware Intrusion Detection Model
    April 19, 2012
  4. Cyber-Physical Social Systems: Research Challenges
    April 6, 2012
  5. talk: Self-sustainable Cyber-physical System Design
    March 13, 2012
  6. Detecting Comprised Nodes in Wireless Sensor Networks
    March 8, 2012
  7. Masters Thesis Research Update - Amey and Nikhil
    December 13, 2011
  8. Masters Thesis Research Proposal: Amey Sane and Nikhil Puranik
    September 27, 2011
  9. Context-Aware Middleware for Activity Recognition
    May 19, 2011
  10. Privacy Preservation in Context-Aware Systems
    April 27, 2011