Selected: talks, presentations, and panels
- 2025, "Enhancing Privacy and Communication Efficiency in Federated Learning: Dynamic Sketching and Shuffling Mechanisms", AAAI KGML Bridge Program.
- 2024, "Privacy preserving algorithms for scientific applications", CyberSecurity Week, ORNL.
- 2024, "Unveiling Threat Models in Gradient Inversion Attacks under Federated Learning", SIAM conference.
- 2023, "Explainable, high confidence models for dynamic systems", ORNL.
- 2022, "Privacy algorithms: Research practice and Industry transfer", IEEE Region 6 Hawaii Section.
- 2022, "Privacy algorithms: Current development and Future directions", Argonne National Laboratory.
- 2022, "The Future is Private: Challenges and Opportunities", Computing and Computational Sciences Directorate, ORNL.
- 2022, "Securing Smart Cities", IIoT World Smart Cities and Building Day.
- 2020, "Real-time and Physics Based Data Analytics for Thermal Power Plants", Sponsor from the private sector.
- 2021, "Solutions for Edge Computing Paradigm", CHIPS workshop, ORNL.
- 2021, "Smart Devices and AI for Energy Efficiency", NOAA 2nd workshop.
- 2020, "Towards Smart Cyber Physical Systems", ORNL Lunch with Researcher.
- 2019, "Misinformation impact on Covid-19", DOD affiliated agency.
- 2018, "Safety and Security in Smart Cities and Regions", Smart Regions Conference.
- 2017, "Learning based event model for knowledge extraction and prediction system in the context of Smart City", ORNL.
Tutorials 