Homa Alemzadeh

According to our database, Homa Alemzadeh authored at least 67 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2024

Hybrid Knowledge and Data Driven Synthesis of Runtime Monitors for Cyber-Physical Systems.

Xugui Zhou, Bulbul Ahmed, James H. Aylor, Philip Asare, Homa Alemzadeh

IEEE Trans. Dependable Secur. Comput., 2024

Camera-Independent Single Image Depth Estimation from Defocus Blur.

Lahiru N. S. Wijayasingha, Homa Alemzadeh, John A. Stankovic

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Strategic Resilience Evaluation of Neural Networks Within Autonomous Vehicle Software.

Anna Schmedding, Philip Schowitz, Xugui Zhou, Yiyang Lu, Lishan Yang, Homa Alemzadeh, Evgenia Smirni

Proceedings of the Computer Safety, Reliability, and Security, 2024

Real-Time Multimodal Cognitive Assistant for Emergency Medical Services.

Keshara Weerasinghe, Saahith Janapati, Xueren Ge, Sion Kim, Sneha Iyer, John A. Stankovic, Homa Alemzadeh

Proceedings of the Ninth IEEE/ACM International Conference on Internet-of-Things Design and Implementation, 2024

Multimodal Transformers for Real-Time Surgical Activity Prediction.

Keshara Weerasinghe, Seyed Hamid Reza Roodabeh, Kay Hutchinson, Homa Alemzadeh

Proceedings of the IEEE International Conference on Robotics and Automation, 2024

SAM: Foreseeing Inference-Time False Data Injection Attacks on ML-enabled Medical Devices.

Mohammadreza Hallajiyan, Athish Pranav Dharmalingam, Gargi Mitra, Homa Alemzadeh, Shahrear Iqbal, Karthik Pattabiraman

Proceedings of the 2024 Workshop on Cybersecurity in Healthcare, 2024

DKEC: Domain Knowledge Enhanced Multi-Label Classification for Diagnosis Prediction.

Xueren Ge, Abhishek Satpathy, Ronald D. Williams, John A. Stankovic, Homa Alemzadeh

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Test of Time Award; DSN 2024.

Juan-Carlos Ruiz-Garcia, Homa Alemzadeh, Jean-Charles Fabre, Jiangshan Yu, Sy-Yen Kuo, Elias P. Duarte

Proceedings of the 54th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2024

2023

COMPASS: a formal framework and aggregate dataset for generalized surgical procedure modeling.

Kay Hutchinson, Ian Reyes, Zongyu Li, Homa Alemzadeh

Int. J. Comput. Assist. Radiol. Surg., December, 2023

Evaluating the Task Generalization of Temporal Convolutional Networks for Surgical Gesture and Motion Recognition Using Kinematic Data.

Kay Hutchinson, Ian Reyes, Zongyu Li, Homa Alemzadeh

IEEE Robotics Autom. Lett., 2023

KnowSafe: Combined Knowledge and Data Driven Hazard Mitigation in Artificial Pancreas Systems.

Xugui Zhou, Maxfield Kouzel, Chloe Smith, Homa Alemzadeh

CoRR, 2023

Towards Interpretable Motion-level Skill Assessment in Robotic Surgery.

Kay Hutchinson, Katherina Chen, Homa Alemzadeh

CoRR, 2023

DKEC: Domain Knowledge Enhanced Multi-Label Classification for Electronic Health Records.

Xueren Ge, Ronald D. Williams, John A. Stankovic, Homa Alemzadeh

CoRR, 2023

Experimental Security Analysis of DNN-based Adaptive Cruise Control under Context-Aware Perception Attacks.

Xugui Zhou, Anqi Chen, Maxfield Kouzel, Haotian Ren, Morgan McCarty, Cristina Nita-Rotaru, Homa Alemzadeh

CoRR, 2023

Robotic Scene Segmentation with Memory Network for Runtime Surgical Context Inference.

Zongyu Li, Ian Reyes, Homa Alemzadeh

IROS, 2023

Poster Abstract: SenseEMS - Towards A Hand Activity Recognition and Monitoring System for Emergency Medical Services.

M. Arif Rahman, Keshara Weerasinghe, Lahiru N. S. Wijayasingha, Homa Alemzadeh, Ronald D. Williams, John A. Stankovic

Proceedings of the 22nd International Conference on Information Processing in Sensor Networks, 2023

Towards Surgical Context Inference and Translation to Gestures.

Kay Hutchinson, Zongyu Li, Ian Reyes, Homa Alemzadeh

Proceedings of the IEEE International Conference on Robotics and Automation, 2023

emsReACT: A Real-Time Interactive Cognitive Assistant for Cardiac Arrest Training in Emergency Medical Services.

M. Arif Rahman, Leon Jia, Eimara Mirza, Sarah Masud Preum, Homa Alemzadeh, Ronald D. Williams, John A. Stankovic

Proceedings of the 19th International Conference on Distributed Computing in Smart Systems and the Internet of Things, 2023

Short: Basal-Adjust: Trend Prediction Alerts and Adjusted Basal Rates for Hyperglycemia Prevention.

Chloe Smith, Maxfield Kouzel, Xugui Zhou, Homa Alemzadeh

Proceedings of the IEEE/ACM Conference on Connected Health: Applications, 2023

EMS-BERT: A Pre-Trained Language Representation Model for the Emergency Medical Services (EMS) Domain.

M. Arif Rahman, Sarah Masud Preum, Ronald D. Williams, Homa Alemzadeh, John A. Stankovic

Proceedings of the IEEE/ACM Conference on Connected Health: Applications, 2023

Towards Developing Safety Assurance Cases for Learning-Enabled Medical Cyber-Physical Systems.

Maryam Bagheri, Josephine Lamp, Xugui Zhou, Lu Feng, Homa Alemzadeh

Proceedings of the Workshop on Artificial Intelligence Safety 2023 (SafeAI 2023) co-located with the Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI 2023), 2023

2022

Runtime Detection of Executional Errors in Robot-Assisted Surgery.

Zongyu Li, Kay Hutchinson, Homa Alemzadeh

Proceedings of the 2022 International Conference on Robotics and Automation, 2022

Strategic Safety-Critical Attacks Against an Advanced Driver Assistance System.

Xugui Zhou, Anna Schmedding, Haotian Ren, Lishan Yang, Philip Schowitz, Evgenia Smirni, Homa Alemzadeh

Proceedings of the 52nd Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2022

Robustness Testing of Data and Knowledge Driven Anomaly Detection in Cyber-Physical Systems.

Xugui Zhou, Maxfield Kouzel, Homa Alemzadeh

Proceedings of the 52nd Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2022

Design and Validation of an Open-Source Closed-Loop Testbed for Artificial Pancreas Systems.

Xugui Zhou, Maxfield Kouzel, Haotian Ren, Homa Alemzadeh

Proceedings of the IEEE/ACM Conference on Connected Health: Applications, 2022

2021

A Graduate Curriculum in Cyber-Physical Systems.

John A. Stankovic, Homa Alemzadeh, Brad Campbell, John C. Lach, Lu Feng, Cody H. Fleming, Jonathan L. Goodall, Toluwalogo Odumosu, Daniel Quinn, Yuan Tian, Kelley Tobler

IEEE Des. Test, 2021

A Review of Cognitive Assistants for Healthcare: Trends, Prospects, and Future Directions.

Sarah Masud Preum, Sirajum Munir, Meiyi Ma, Mohammad Samin Yasar, David J. Stone, Ronald D. Williams, Homa Alemzadeh, John A. Stankovic

ACM Comput. Surv., 2021

Analysis of Executional and Procedural Errors in Dry-lab Robotic Surgery Experiments.

Kay Hutchinson, Zongyu Li, Leigh A. Cantrell, Noah S. Schenkman, Homa Alemzadeh

CoRR, 2021

On Parallel Real-Time Security Improvement Using Mixed-Integer Programming.

Hussain M. J. Almohri, Layne T. Watson, Homa Alemzadeh, Mohammad Al-Mutawa

IEEE Access, 2021

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

Proceedings of the 51st Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2021

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 Tramèr

Proceedings of the 51st Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops, 2021

Challenges and Directions for Ambient Intelligence: A Cyber Physical Systems Perspective.

John A. Stankovic, Meiyi Ma, Sarah Masud Preum, Homa Alemzadeh

Proceedings of the Third IEEE International Conference on Cognitive Machine Intelligence, 2021

Information Extraction from Patient Care Reports for Intelligent Emergency Medical Services.

Sion Kim, Weishi Guo, Ronald D. Williams, John A. Stankovic, Homa Alemzadeh

Proceedings of the IEEE/ACM Conference on Connected Health: Applications, 2021

2020

Challenges and Opportunities in the Detection of Safety-Critical Cyberphysical Attacks.

Hui Lin, Homa Alemzadeh, Zbigniew Kalbarczyk, Ravishankar K. Iyer

Computer, 2020

IMACS - an interactive cognitive assistant module for cardiac arrest cases in emergency medical service: demo abstract.

M. Arif Rahman, Sarah Masud Preum, John A. Stankovic, Leon Jia, Eimara Mirza, Ronald D. Williams, Homa Alemzadeh

Proceedings of the SenSys '20: The 18th ACM Conference on Embedded Networked Sensor Systems, 2020

A Reactive Autonomous Camera System for the RAVEN II Surgical Robot.

Kay Hutchinson, Mohammad Samin Yasar, Harshneet Bhatia, Homa Alemzadeh

Proceedings of the International Symposium on Medical Robotics, 2020

Real-Time Context-Aware Detection of Unsafe Events in Robot-Assisted Surgery.

Mohammad Samin Yasar, Homa Alemzadeh

Proceedings of the 50th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2020

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 Tramèr

Proceedings of the 50th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops, 2020

GRACE: Generating Summary Reports Automatically for Cognitive Assistance in Emergency Response.

M. Arif Rahman, Sarah Masud Preum, Ronald D. Williams, Homa Alemzadeh, John A. Stankovic

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

EMSContExt: EMS Protocol-Driven Concept Extraction for Cognitive Assistance in Emergency Response.

Sarah Masud Preum, Sile Shu, Homa Alemzadeh, John A. Stankovic

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

CognitiveEMS: a cognitive assistant system for emergency medical services.

Sarah Masud Preum, Sile Shu, Mustafa Hotaki, Ronald D. Williams, John A. Stankovic, Homa Alemzadeh

SIGBED Rev., 2019

Context-aware Monitoring in Robotic Surgery.

Mohammad Samin Yasar, David Evans, Homa Alemzadeh

Proceedings of the International Symposium on Medical Robotics, 2019

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

Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019

Poster Abstract: Analysis of Cyber-Security Vulnerabilities of Interconnected Medical Devices.

Yanchen Xu, Daniel Tran, Yuan Tian, Homa Alemzadeh

Proceedings of the 4th IEEE/ACM International Conference on Connected Health: Applications, 2019

2018

Experimental Resilience Assessment of an Open-Source Driving Agent.

Abu Hasnat Mohammad Rubaiyat, Yongming Qin, Homa Alemzadeh

Proceedings of the 23rd IEEE Pacific Rim International Symposium on Dependable Computing, 2018

Model Fusion: Weighted N-Version Programming for Resilient Autonomous Vehicle Steering Control.

Ailec Wu, Abu Hasnat Mohammad Rubaiyat, Chris Anton, Homa Alemzadeh

Proceedings of the 2018 IEEE International Symposium on Software Reliability Engineering Workshops, 2018

Towards a cognitive assistant system for emergency response.

Sarah Masud Preum, Sile Shu, Jonathan Ting, Vincent Lin, Ronald D. Williams, John A. Stankovic, Homa Alemzadeh

Proceedings of the 9th ACM/IEEE International Conference on Cyber-Physical Systems, 2018

DSML 2018 Introduction.

Homa Alemzadeh, Karthik Pattabiraman, David E. Evans

Proceedings of the 48th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops, 2018

2017

On the Safety of Machine Learning: Cyber-Physical Systems, Decision Sciences, and Data Products.

Kush R. Varshney, Homa Alemzadeh

Big Data, 2017

On Threat Modeling and Mitigation of Medical Cyber-Physical Systems.

Hussain M. J. Almohri, Long Cheng, Danfeng Yao, Homa Alemzadeh

Proceedings of the Second IEEE/ACM International Conference on Connected Health: Applications, 2017

An NLP-based cognitive system for disease status identification in electronic health records.

Homa Alemzadeh, Murthy V. Devarakonda

Proceedings of the 2017 IEEE EMBS International Conference on Biomedical & Health Informatics, 2017

2016

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

Proceedings of the 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2016

Safety-critical cyber-physical attacks: analysis, detection, and mitigation.

Hui Lin, Homa Alemzadeh, Daniel Chen, Zbigniew Kalbarczyk, Ravishankar K. Iyer

Proceedings of the Symposium and Bootcamp on the Science of Security, 2016

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

Proceedings of the 46th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2016

2015

Adverse Events in Robotic Surgery: A Retrospective Study of 14 Years of FDA Data.

Homa Alemzadeh, Ravishankar K. Iyer, Zbigniew T. Kalbarczyk, Nancy Leveson, Jai Raman

CoRR, 2015

Systems-theoretic Safety Assessment of Robotic Telesurgical Systems.

Homa Alemzadeh, Daniel Chen, Andrew Lewis, Zbigniew Kalbarczyk, Ravishankar K. Iyer

CoRR, 2015

Systems-Theoretic Safety Assessment of Robotic Telesurgical Systems.

Homa Alemzadeh, Daniel Chen, Andrew Lewis, Zbigniew T. Kalbarczyk, Jaishankar Raman, Nancy Leveson, Ravishankar K. Iyer

Proceedings of the Computer Safety, Reliability, and Security, 2015

A fault-tolerant hardware architecture for robust wearable heart rate monitoring.

Qingkun Li, Homa Alemzadeh, Zbigniew Kalbarczyk, Ravishankar K. Iyer

Proceedings of the 9th International Conference on Pervasive Computing Technologies for Healthcare, 2015

2014

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

Proceedings of the 2014 IEEE 27th International Symposium on Computer-Based Medical Systems, 2014

2013

Analysis of Safety-Critical Computer Failures in Medical Devices.

Homa Alemzadeh, Ravishankar K. Iyer, Zbigniew Kalbarczyk, Jai Raman

IEEE Secur. Priv., 2013

2012

Towards resiliency in embedded medical monitoring devices.

Homa Alemzadeh, Catello Di Martino, Zhanpeng Jin, Zbigniew Kalbarczyk, Ravishankar K. Iyer

Proceedings of the IEEE/IFIP International Conference on Dependable Systems and Networks Workshops, 2012

2011

An embedded reconfigurable architecture for patient-specific multi-paramater medical monitoring.

Homa Alemzadeh, Zhanpeng Jin, Zbigniew Kalbarczyk, Ravishankar K. Iyer

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2010

Facilitating testability of TLM FIFO: SystemC implementations.

Homa Alemzadeh, Marco Cimei, Paolo Prinetto, Zainalabedin Navabi

Proceedings of the 2010 East-West Design & Test Symposium, 2010

Code optimization for enhancing SystemC simulation time.

Homa Alemzadeh, Soheil Aminzadeh, Reihaneh Saberi, Zainalabedin Navabi

Proceedings of the 2010 East-West Design & Test Symposium, 2010

2008

"Plug & Test" at System Level via Testable TLM Primitives.

Homa Alemzadeh, Stefano Di Carlo, Fatemeh Refan, Paolo Prinetto, Zainalabedin Navabi

Proceedings of the 2008 IEEE International Test Conference, 2008

Reliability in Application Specific Mesh-Based NoC Architectures.

Fatemeh Refan, Homa Alemzadeh, Saeed Safari, Paolo Prinetto, Zainalabedin Navabi

Proceedings of the 14th IEEE International On-Line Testing Symposium (IOLTS 2008), 2008

Functional testing approaches for "BIFST-able" tlm_fifo.

Homa Alemzadeh, Zainalabedin Navabi, Stefano Di Carlo, Alberto Scionti, Paolo Prinetto

Proceedings of the IEEE International High Level Design Validation and Test Workshop, 2008