| 2026 | AAAI | Expert-Guided Prompting and Retrieval-Augmented Generation for Emergency Medical Service Question Answering. | Xueren Ge, Sahil Murtaza, Anthony Cortez, Homa Alemzadeh |
| 2026 | AAAI | EgoEMS: A High-Fidelity Multimodal Egocentric Dataset for Cognitive Assistance in Emergency Medical Services. | Keshara Weerasinghe, Xueren Ge, Tessa Heick, Lahiru Nuwan Wijayasingha, Anthony Cortez, Abhishek Satpathy, John A. Stankovic, Homa Alemzadeh |
| 2026 | ACL | EMSDialog: Synthetic Multi-person Emergency Medical Service Dialogue Generation from Electronic Patient Care Reports via Multi-LLM Agents. | Xueren Ge, Sahil Murtaza, Anthony Cortez, Homa Alemzadeh |
| 2025 | AsiaCCS | Runtime Stealthy Perception Attacks against DNN-based Adaptive Cruise Control Systems. | Xugui Zhou, Anqi Chen, Maxfield Kouzel, Haotian Ren, Morgan McCarty, Cristina Nita-Rotaru, Homa Alemzadeh |
| 2025 | DSN | Safety Interventions against Adversarial Patches in an Open-Source Driver Assistance System. | Cheng Chen, Grant Xiao, Daehyun Lee, Lishan Yang, Evgenia Smirni, Homa Alemzadeh, Xugui Zhou |
| 2024 | DSN | Test of Time Award; DSN 2024. | Juan-Carlos Ruiz-Garcia, Homa Alemzadeh, Jean-Charles Fabre, Jiangshan Yu, Sy-Yen Kuo, Elias P. Duarte |
| 2024 | EMNLP | DKEC: Domain Knowledge Enhanced Multi-Label Classification for Diagnosis Prediction. | Xueren Ge, Abhishek Satpathy, Ronald D. Williams, John A. Stankovic, Homa Alemzadeh |
| 2024 | ICRA | Multimodal Transformers for Real-Time Surgical Activity Prediction. | Keshara Weerasinghe, Seyed Hamid Reza Roodabeh, Kay Hutchinson, Homa Alemzadeh |
| 2024 | WACV | Camera-Independent Single Image Depth Estimation from Defocus Blur. | Lahiru N. S. Wijayasingha, Homa Alemzadeh, John A. Stankovic |
| 2024 | SAFECOMP | Strategic Resilience Evaluation of Neural Networks Within Autonomous Vehicle Software. | Anna Schmedding, Philip Schowitz, Xugui Zhou, Yiyang Lu, Lishan Yang, Homa Alemzadeh, Evgenia Smirni |
| 2023 | AAAI | Towards Developing Safety Assurance Cases for Learning-Enabled Medical Cyber-Physical Systems. | Maryam Bagheri, Josephine Lamp, Xugui Zhou, Lu Feng, Homa Alemzadeh |
| 2023 | CHASE | EMS-BERT: A Pre-Trained Language Representation Model for the Emergency Medical Services (EMS) Domain. | M. Arif Imtiazur Rahman, Sarah Masud Preum, Ronald D. Williams, Homa Alemzadeh, John A. Stankovic |
| 2023 | CHASE | Short: Basal-Adjust: Trend Prediction Alerts and Adjusted Basal Rates for Hyperglycemia Prevention. | Chloe Smith, Maxfield Kouzel, Xugui Zhou, Homa Alemzadeh |
| 2023 | DCOSS | emsReACT: A Real-Time Interactive Cognitive Assistant for Cardiac Arrest Training in Emergency Medical Services. | M. Arif Imtiazur Rahman, Leon Jia, Eimara Mirza, Sarah Masud Preum, Homa Alemzadeh, Ronald D. Williams, John A. Stankovic |
| 2023 | ICRA | Towards Surgical Context Inference and Translation to Gestures. | Kay Hutchinson, Zongyu Li, Ian Reyes, Homa Alemzadeh |
| 2023 | IROS | Robotic Scene Segmentation with Memory Network for Runtime Surgical Context Inference. | Zongyu Li, Ian Reyes, Homa Alemzadeh |
| 2022 | CHASE | Design and Validation of an Open-Source Closed-Loop Testbed for Artificial Pancreas Systems. | Xugui Zhou, Maxfield Kouzel, Haotian Ren, Homa Alemzadeh |
| 2022 | DSN | Robustness Testing of Data and Knowledge Driven Anomaly Detection in Cyber-Physical Systems. | Xugui Zhou, Maxfield Kouzel, Homa Alemzadeh |
| 2022 | DSN | Strategic Safety-Critical Attacks Against an Advanced Driver Assistance System. | Xugui Zhou, Anna Schmedding, Haotian Ren, Lishan Yang, Philip Schowitz, Evgenia Smirni, Homa Alemzadeh |
| 2022 | ICRA | Runtime Detection of Executional Errors in Robot-Assisted Surgery. | Zongyu Li, Kay Hutchinson, Homa Alemzadeh |
| 2021 | CHASE | Information Extraction from Patient Care Reports for Intelligent Emergency Medical Services. | Sion Kim, Weishi Guo, Ronald D. Williams, John A. Stankovic, Homa Alemzadeh |
| 2021 | DSN | Fourth International Workshop on Dependable and Secure Machine Learning - DSML 2021. | Hui Xu, Guanpeng Li, Homa Alemzadeh, Rakesh Bobba, Varun Chandrasekaran, David E. Evans, Nicolas Papernot, Karthik Pattabiraman, Florian Tramr |
| 2021 | DSN | Data-driven Design of Context-aware Monitors for Hazard Prediction in Artificial Pancreas Systems. | Xugui Zhou, Bulbul Ahmed, James H. Aylor, Philip Asare, Homa Alemzadeh |
| 2020 | AAAI | EMSContExt: EMS Protocol-Driven Concept Extraction for Cognitive Assistance in Emergency Response. | Sarah Masud Preum, Sile Shu, Homa Alemzadeh, John A. Stankovic |
| 2020 | AAAI | GRACE: Generating Summary Reports Automatically for Cognitive Assistance in Emergency Response. | M. Arif Imtiazur Rahman, Sarah Masud Preum, Ronald D. Williams, Homa Alemzadeh, John A. Stankovic |
| 2020 | DSN | Third International Workshop on Dependable and Secure Machine Learning - DSML 2020. | Homa Alemzadeh, Rakesh Bobba, Varun Chandrasekaran, David E. Evans, Nicolas Papernot, Karthik Pattabiraman, Florian Tramr |
| 2020 | DSN | Real-Time Context-Aware Detection of Unsafe Events in Robot-Assisted Surgery. | Mohammad Samin Yasar, Homa Alemzadeh |
| 2020 | SENSYS | IMACS - an interactive cognitive assistant module for cardiac arrest cases in emergency medical service: demo abstract. | M. Arif Imtiazur Rahman, Sarah Masud Preum, John A. Stankovic, Leon Jia, Eimara Mirza, Ronald D. Williams, Homa Alemzadeh |
| 2019 | CHASE | Poster Abstract: Analysis of Cyber-Security Vulnerabilities of Interconnected Medical Devices. | Yanchen Xu, Daniel Tran, Yuan Tian, Homa Alemzadeh |
| 2019 | IROS | A Behavior Tree Cognitive Assistant System for Emergency Medical Services. | Sile Shu, Sarah Masud Preum, Haydon M. Pitchford, Ronald D. Williams, John A. Stankovic, Homa Alemzadeh |
| 2018 | DSN | DSML 2018 Introduction. | Homa Alemzadeh, Karthik Pattabiraman, David E. Evans |
| 2018 | ISSRE | Model Fusion: Weighted N-Version Programming for Resilient Autonomous Vehicle Steering Control. | Ailec Wu, Abu Hasnat Mohammad Rubaiyat, Chris Anton, Homa Alemzadeh |
| 2018 | PRDC | Experimental Resilience Assessment of an Open-Source Driving Agent. | Abu Hasnat Mohammad Rubaiyat, Yongming Qin, Homa Alemzadeh |
| 2017 | CHASE | On Threat Modeling and Mitigation of Medical Cyber-Physical Systems. | Hussain M. J. Almohri, Long Cheng, Danfeng Yao, Homa Alemzadeh |
| 2016 | DSN | Targeted Attacks on Teleoperated Surgical Robots: Dynamic Model-Based Detection and Mitigation. | Homa Alemzadeh, Daniel Chen, Xiao Li, Thenkurussi Kesavadas, Zbigniew T. Kalbarczyk, Ravishankar K. Iyer |
| 2016 | IROS | A hardware-in-the-loop simulator for safety training in robotic surgery. | Xiao Li, Homa Alemzadeh, Daniel Chen, Zbigniew T. Kalbarczyk, Ravishankar K. Iyer, Thenkurussi Kesavadas |
| 2015 | SAFECOMP | Systems-Theoretic Safety Assessment of Robotic Telesurgical Systems. | Homa Alemzadeh, Daniel Chen, Andrew Lewis, Zbigniew T. Kalbarczyk, Jaishankar Raman, Nancy Leveson, Ravishankar K. Iyer |
| 2014 | CBMS | Automated Classification of Computer-Based Medical Device Recalls: An Application of Natural Language Processing and Statistical Learning. | Homa Alemzadeh, Raymond Hoagland, Zbigniew Kalbarczyk, Ravishankar K. Iyer |
| 2012 | DSN | Towards resiliency in embedded medical monitoring devices. | Homa Alemzadeh, Catello Di Martino, Zhanpeng Jin, Zbigniew Kalbarczyk, Ravishankar K. Iyer |
| 2008 | IOLTS | Reliability in Application Specific Mesh-Based NoC Architectures. | Fatemeh Refan, Homa Alemzadeh, Saeed Safari, Paolo Prinetto, Zainalabedin Navabi |
| 2008 | ITC | "Plug & Test" at System Level via Testable TLM Primitives. | Homa Alemzadeh, Stefano Di Carlo, Fatemeh Refan, Paolo Prinetto, Zainalabedin Navabi |