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Past Projects

  1. Automatic Interpretation of Log Files
  2. Automatic Interpretation of Log Files
  3. Intrusion Detection
  4. Semantic Situational Awareness for Intrusion Detection

Publications

2024

  1. A. Kotal, B. Luton, and A. Joshi, "KiNETGAN: Enabling Distributed Network Intrusion Detection through Knowledge-Infused Synthetic Data Generation", TechReport, UMBC, May 2024, 320 downloads.

2022

  1. A. Kotal, A. Piplai, S. Chukkapalli, and A. Joshi, "PriveTAB : Secure and Privacy-Preserving sharing of Tabular Data", InProceedings, ACM International Workshop on Security and Privacy Analytics, April 2022, 626 downloads.

2021

  1. G. Shan, B. Zhao, J. Clavin, H. Zhang, and S. Duan, "Poligraph: Intrusion-Tolerant and Distributed Fake News Detection System", Article, IEEE Transactions on Information Forensics and Security, November 2021.

2020

  1. A. Piplai, S. Chukkapalli, and A. Joshi, "NAttack! Adversarial Attacks to bypass a GAN based classifier trained to detect Network intrusion", InProceedings, 6th IEEE International Conference on Big Data Security on Cloud, May 2020, 1433 downloads.
  2. S. Dutta, S. Chukkapalli, M. Sulgekar, S. Krithivasan, P. K. Das, and A. Joshi, "Context Sensitive Access Control in Smart Home Environments", InProceedings, 6th IEEE International Conference on Big Data Security on Cloud (BigDataSecurity 2020), May 2020, 3853 downloads.

2017

  1. 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, 1207 downloads.

2016

  1. K. Khanna and A. Joshi, "Bid Modification Attack in Smart Grid for Monetary Benefits", InProceedings, 2016 IEEE International Symposium on Nanoelectronic and Information Systems (iNIS), December 2016, 1077 downloads.
  2. K. Khanna, B. K. Panigrahi, and A. Joshi, "Data Integrity Attack in Smart Grid: Optimized Attack to Gain Monetary Economic Profit", Article, IET Transactions on Generation, Transmission and Distribution, September 2016, 1691 downloads.
  3. P. Nimbalkar, V. Mulwad, N. Puranik, A. Joshi, and T. Finin, "Semantic Interpretation of Structured Log Files", InProceedings, 17th IEEE International Conference on Information Reuse and Integration, July 2016, 1454 downloads.
  4. 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, 1899 downloads.

2015

  1. P. Nimbalkar, "Semantic Interpretation of Structured Log Files", MastersThesis, University of Maryland, Baltimore County, August 2015, 1202 downloads.

2013

  1. P. Sharma, A. Joshi, and T. Finin, "Detecting Data Exfiltration by Integrating Information Across Layers", InProceedings, 14th IEEE International Conference on Information Reuse and Integration, August 2013, 2116 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, 2214 downloads.
  2. S. More, M. L. Mathews, A. Joshi, and T. Finin, "A Semantic Approach to Situational Awareness for Intrusion Detection", InProceedings, Proceedings of the National Symposium on Moving Target Research, June 2012, 3763 downloads.
  3. S. More, M. L. Mathews, A. Joshi, and T. Finin, "A Knowledge-Based Approach To Intrusion Detection Modeling", InProceedings, Proceedings of the IEEE Workshop on Semantic Computing and Security, May 2012, 2547 downloads.
  4. S. More, "Situation Aware Intrusion Detection Model", MastersThesis, University of Maryland, Baltimore County, May 2012, 481 downloads.

2007

  1. 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, 3518 downloads, 16 citations.

2006

  1. 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, 4370 downloads, 13 citations.

2005

  1. A. Patwardhan, J. Parker, A. Joshi, M. Iorga, and T. Karygiannis, "Secure Routing and Intrusion Detection in Ad Hoc Networks", InProceedings, Proceedings of the 3rd International Conference on Pervasive Computing and Communications, March 2005, 7736 downloads, 96 citations.

2004

  1. W. Jensen, S. Gavrila, and V. Korolev, "A Unified Framework for Mobile Device Security", InProceedings, Security and Management 2004, September 2004.
  2. 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, 5134 downloads, 15 citations.
  3. J. Parker, J. Undercoffer, J. Pinkston, and A. Joshi, "On intrusion detection and response for mobile ad hoc networks", InProceedings, IEEE International Conference on Performance, Computing, and Communications, April 2004, 93 downloads.
  4. , "Intrusion Detection: Modeling System State to Detect and Classify Aberrant Behavior", PhdThesis, University of Maryland, Baltimore County, February 2004, 7550 downloads.
  5. J. Undercoffer, "Intrusion detection: Modeling system state to detect and classify anomalous behaviors", PhdThesis, UMBC, February 2004, 408 downloads.

2003

  1. A. Joshi, "Data Mining, Semantics and Intrusion Detection: What to dig for and Where to find it", InBook, Next Generation Data Mining, December 2003, 2 citations.
  2. J. Undercoffer, A. Joshi, and J. Pinkston, "Modeling Computer Attacks: An Ontology for Intrusion Detection", InProceedings, The Sixth International Symposium on Recent Advances in Intrusion Detection, September 2003, 5066 downloads, 19 citations.
  3. J. Undercoffer, A. Joshi, T. Finin, and J. Pinkston, "Using DAML+OIL to classify intrusive behaviours", Article, Knowledge Engineering Review, September 2003, 1621 downloads, 3 citations.
  4. J. Pinkston, J. Undercoffer, A. Joshi, and T. Finin, "A Target-Centric Ontology for Intrusion Detection", InProceedings, Proceedings of the IJCAI-03 Workshop on Ontologies and Distributed Systems, July 2003, 1924 downloads, 150 citations.
  5. J. Butler, J. Undercoffer, and J. Pinkston, "Hidden processes: the implication for intrusion detection", InProceedings, IEEE Systems, Man and Cybernetics Society Information Assurance Workshop, June 2003, 160 downloads.
  6. A. Joshi, "On Web, Semantics, and Data Mining: Intrusion Detection as a Case Study", InProceedings, Proceedings of the NSF Workshop on Next Generation Data Mining, May 2003, 3680 downloads, 4 citations.
  7. A. Joshi, J. Undercoffer, and H. Shah, "Fuzzy Clustering for Intrusion Detection", InProceedings, Proceedings of the 12th IEEE International Conference on Fuzzy Systems, April 2003, 313 downloads, 51 citations.

2002

  1. S. Rajavaram, H. Shah, V. Shanbhag, J. Undercoffer, and A. Joshi, "Neighborhood Watch: An Intrusion Detection and Response Protocol for Mobile Ad Hoc Networks", TechReport, UMBC, October 2002.
  2. F. Perich and C. Nicholas, "SHOMAR: An Open Architecture for Distributed Intrusion Detection Services", TechReport, University of Maryland, Baltimore County, September 2002, 5978 downloads.

Presentation

  1. Cross-layer Analysis for Detecting Wireless Misbehavior
  2. Cross-layer Analysis for Detecting Wireless Misbehavior
  3. situational awareness for cybersecurity

Source Code

  1. Source code for MANET IDS

Old Events

  1. A Multilayer Framework to Catch Data Exfiltration
    June 5, 2013
  2. A Collaborative Approach to Situational Awareness for CyberSecurity
    April 29, 2013
  3. A multilayer framework to catch data exfiltration
    April 8, 2013
  4. Situation Aware Intrusion Detection Model
    April 19, 2012
  5. Securing Cyber-Physical Systems
    March 26, 2012
  6. Detecting Comprised Nodes in Wireless Sensor Networks
    March 8, 2012
  7. Beyond Reactive Management of Network Intrusions
    October 12, 2011
  8. A Security Framework to Cope With Node Misbehaviors in Mobile Ad Hoc Networks
    June 14, 2011
  9. Effective Network Security in a Dynamic World
    September 30, 2009
  10. Research Topics in MANETs
    October 17, 2006