AFRL Tech-talk, "Can Attention Weights be Used as Explanations: An Information Theoretic Look", July 2024.
Distinguished Lecture on "Revisiting Attention Weights as Explanations from an Information Theoretic Perspective" at the Distinguished Speaker Seminar Series in the “NSF AI-EDGE" Institute on February 15, 2023.
"Interpretable/Explainable AI for Authorship Attribution/Verification/Similarity", K.P. Subbalakshmi, IARPA HIATUS proposer's Day, January 2022.
Tutorial, ``Deep Learning in Wireless Security and Privacy for Next-Generation Communication Systems", IEEE GLOBECOM December 2021.
Explainable AI with Attention Networks for Credit/Loan Decisions, Talk at the Future of FinTech - NSF CyberSmart Planning Workshop, October 2020.
Panelist, Panel on Advanced Techniques for Radio Resource Management at the NSF Workshop on Science and Engineering of Spectrum: Current Challenges and Future Directions, in support of the NSF SII program, May 20, 2020.
Key Note Address, ``AI/ML and Wireless Security", ACM Workshop on Wireless Security and Machine Learning (WiseML 2019)
Panelist, NJ Tech Council Future Forum, "AI: The Challenges Ahead,," NJ Tech Council, Bell Works, Holmdel, NJ, Holmdel, NJ, United States, May 7, 2019.
Invited Talk, SWIFT Institute Artificial Intelligence and Machine Learning in the Financial Industry, "Limitations in Deploying Artificial Intelligence," SWIFT Institute, New York City, NYC, New York, May 2, 2019.
Invited Talk, Artificial Intelligence and its Impact on Education and Economy, NJ Vocational School Summer Summit, July 2018
Panelist, Panel on Future of Life Science Careers at the 2018 Life Sciences Talent Network Annual Industry Summit, 2018
Machine Learning in Spectrum Access Security, WSRD Workshop X: Security from a Wireless Spectrum Perspective: Technology Innovation and Policy Research Needs, 2018
Invited Talk, "Artificial Intelligence and Mental health care", Public Health Seminar Series, University of California, Irvine, April 23, 2018
Distinguished Lecture, Jefferson Science Fellows Distinguished Lecture Series,``Artificial Intelligence: Practice and Policy", Washington DC, August 2017
Panel Moderator, "Current Research Trends in the US", First International Workshop and Summer School on 5G and Cognitive Networking: Affordably connecting the next billion, July 2016
Lecture, "Spectrum Aware Mobile Computing", First International Workshop and Summer School on 5G and Cognitive Networking: Affordably connecting the next billion, South Africa, July 2016
Panelist for the panel on "Software Defined RF: A Spectrum of Opportunities", 2016 C4I & Cyber Conference, Utica, NY, June 15, 2016
Invited Talk, "Software Defined HetNets: Design Challenges and Security Issues", 2016 C4I & Cyber Conference, Utica, NY, June 14, 2016
Plenary Talk, " Challenges in Social Media Security and Forensics", at the International Workshop on Cyber Threat Resilience, Thiruvananthapuram, India, October 2015
Plenary Talk, “Challenges in Social Media Security”, Trusted Systems Workshop, KTU, India, October 2015.
Invited Presentation, Hoboken: Model City for Advanced Spectrum Sharing, NTIA & FCC Model City Workshop, April 16th, 2015, Washington DC.
Detecting Lies on the Internet, IEEE Conference on Information Security, Cyber Security and Privacy, Nov. 12, 2014.
Wireless & Information Systems Security, Idaho National Laboratory, January 2014
Mini-Course, Dynamic Spectrum Access Wireless Networking: Security, Systems and Standards", at NSF WiFiUS Summer School, Rensselaer Polytechnic Institute, August 14--16, 2013.
Internet Lurkers: Large-Scale Measurements and Modeling, University of California Los Angeles, December 4, 2012.
Recent Results in Cognitive Radio Network and Social Network Security, Applied Communication Sciences (formerly Telcordia), February 2012.
Tutorial (invited) on "Securing Dynamic Spectrum Access Networks", at the IEEE IMSA (International Conference on Internet Multimedia Systems: Architectures and Applications), Dec 2011.
Securing Dynamic Spectrum Access (DSA) Networks: Two Examples, King's College, June 2011, London, UK.
Tutorial (invited) on "Securing Dynamic Spectrum Access Networks", at the IEEE WINGCOM (Next Generation Wireless Communications Technologies), Dec 2011.
Panel speaker (invited), IEEE Workshop on Dynamic Spectrum Access: Collaboration between the technical, regulatory and business communities, Sep 19th, 2011, Washington DC.
Keynote Address (invited), Securing Dynamic Spectrum Access (DSA) Networks, SMi International Software Defined Radio, June 2011, London, UK.
Tutorial on Security Issues in Dynamic Spectrum Access Networks, IEEE International Conference on Communications, May 27, 2010, South Africa.
Tutorial on Cognitive Radio Network Security, IEEE Sarnoff Symposium 2009, Princeton, NJ.
Panelist (invited), Security Issues in Cognitive Radio Networks, Panel on Cognitive Radio Wireless Networking: An Emerging Frontier, at IEEE International Conference on Communications (ICC) 2008, Beijing China.
Binary Data Hiding Game, Purdue University, West Lafayette, Indiana, October 21, 2008.
Error Correction and Encryption: Can they be combined? Séminaire de Cryptographie, Institute of Mathematical Research of Rennes, University of Rennes 1, October 2007.
Error Correction and Encryption: Can they be combined? Texas A&M University, September 2007.
Error Correction and Encryption: Can they be combined? University of Texas at Arlington, September 2007.
Steganalysis of QIM-Based Data Hiding using Kernel Density Estimation", ACM Multimedia Security Workshop, September 2007.
A New Look at Wireless Security: Error Correcting Ciphers, IEEE Communications Society North Jersey Chapter Seminar, Dept. of ECEC, New Jersey Institute of Technology, February 2006.
Current Trends in Steganography, Center for Development of Advanced Computing, Kolkata, India, January 2006.
Joint Source-Channel Coding: An Alternative Method for Error Resilient Communications, IEEE Signal Processing Society Colloquium, Dept of E.E, UT-Dallas, TX, November, 2003, Sponsored by the IEEE Signal Processing Society, Dallas Chapter.
Joint Source-Channel Coding for Image/Video Communications, Industry-Day, NJIT, Newark, NJ, February, 2002
Joint Source-Channel Coding for Image/Video Communications, Mitsubishi Electric Research Laboratory,Murray Hill, NJ, February, 2002
Hiding Information: How, Where and How Much? Cyber Security Seminar Series, Stevens Institute of Technology, Hoboken, NJ, November, 2001
Alternative Methods for Error Resilient Communications, Department of E.C.E, Stevens Institute of Technology, Hoboken, NJ, October, 2001
Error Resilient Multimedia Communications, Department of E.C.E, University of Houston, Houston, TX, March, 2000
Joint source-channel decoding of variable length codes, Department of Electrical Engineering, Polytechnic University, Brooklyn, NY, December, 1999
Joint source-channel decoding of variable length codes, Department of Electrical and Computer Engineering, Iowa State University, Ames, IA, April, 1999