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Homa Alemzadeh
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2020 – today
- 2024
- [j10]Xugui Zhou
, Bulbul Ahmed, James H. Aylor, Philip Asare, Homa Alemzadeh
Hybrid Knowledge and Data Driven Synthesis of Runtime Monitors for Cyber-Physical Systems. IEEE Trans. Dependable Secur. Comput. 21(1): 12-30 (2024) - [c50]Juan-Carlos Ruiz-Garcia, Homa Alemzadeh, Jean-Charles Fabre, Jiangshan Yu, Sy-Yen Kuo, Elias P. Duarte:
Test of Time Award; DSN 2024. DSN 2024: xxvi - [c49]Xueren Ge, Abhishek Satpathy, Ronald D. Williams, John A. Stankovic, Homa Alemzadeh:
DKEC: Domain Knowledge Enhanced Multi-Label Classification for Diagnosis Prediction. EMNLP 2024: 12798-12813 - [c48]Mohammadreza Hallajiyan
SAM: Foreseeing Inference-Time False Data Injection Attacks on ML-enabled Medical Devices. HealthSec@CCS 2024: 77-84 - [c47]Keshara Weerasinghe, Seyed Hamid Reza Roodabeh, Kay Hutchinson, Homa Alemzadeh:
Multimodal Transformers for Real-Time Surgical Activity Prediction. ICRA 2024: 13323-13330 - [c46]Keshara Weerasinghe, Saahith Janapati, Xueren Ge, Sion Kim, Sneha Iyer, John A. Stankovic, Homa Alemzadeh:
Real-Time Multimodal Cognitive Assistant for Emergency Medical Services. IoTDI 2024: 85-96 - [c45]Anna Schmedding, Philip Schowitz, Xugui Zhou, Yiyang Lu, Lishan Yang, Homa Alemzadeh, Evgenia Smirni:
Strategic Resilience Evaluation of Neural Networks Within Autonomous Vehicle Software. SAFECOMP 2024: 33-48 - [c44]Lahiru N. S. Wijayasingha, Homa Alemzadeh, John A. Stankovic:
Camera-Independent Single Image Depth Estimation from Defocus Blur. WACV 2024: 3737-3746 - [i26]Keshara Weerasinghe, Seyed Hamid Reza Roodabeh, Kay Hutchinson, Homa Alemzadeh:
Multimodal Transformers for Real-Time Surgical Activity Prediction. CoRR abs/2403.06705 (2024) - [i25]Keshara Weerasinghe, Saahith Janapati, Xueren Ge, Sion Kim, Sneha Iyer, John A. Stankovic, Homa Alemzadeh:
Real-Time Multimodal Cognitive Assistant for Emergency Medical Services. CoRR abs/2403.06734 (2024) - 2023
- [j9]Kay Hutchinson
COMPASS: a formal framework and aggregate dataset for generalized surgical procedure modeling. Int. J. Comput. Assist. Radiol. Surg. 18(12): 2143-2154 (2023) - [j8]Kay Hutchinson
Evaluating the Task Generalization of Temporal Convolutional Networks for Surgical Gesture and Motion Recognition Using Kinematic Data. IEEE Robotics Autom. Lett. 8(8): 5132-5139 (2023) - [c43]Maryam Bagheri, Josephine Lamp, Xugui Zhou, Lu Feng, Homa Alemzadeh:
Towards Developing Safety Assurance Cases for Learning-Enabled Medical Cyber-Physical Systems. SafeAI@AAAI 2023 - [c42]M. Arif Rahman
EMS-BERT: A Pre-Trained Language Representation Model for the Emergency Medical Services (EMS) Domain. CHASE 2023: 34-43 - [c41]Chloe Smith
Short: Basal-Adjust: Trend Prediction Alerts and Adjusted Basal Rates for Hyperglycemia Prevention. CHASE 2023: 153-157 - [c40]M. Arif Rahman, Leon Jia, Eimara Mirza, Sarah Masud Preum, Homa Alemzadeh, Ronald D. Williams, John A. Stankovic:
emsReACT: A Real-Time Interactive Cognitive Assistant for Cardiac Arrest Training in Emergency Medical Services. DCOSS-IoT 2023: 120-128 - [c39]Kay Hutchinson, Zongyu Li, Ian Reyes, Homa Alemzadeh:
Towards Surgical Context Inference and Translation to Gestures. ICRA 2023: 6802-6809 - [c38]M. Arif Rahman
Poster Abstract: SenseEMS - Towards A Hand Activity Recognition and Monitoring System for Emergency Medical Services. IPSN 2023: 310-311 - [c37]Zongyu Li, Ian Reyes, Homa Alemzadeh:
Robotic Scene Segmentation with Memory Network for Runtime Surgical Context Inference. IROS 2023: 6601-6607 - [i24]Kay Hutchinson, Zongyu Li, Ian Reyes, Homa Alemzadeh:
Towards Surgical Context Inference and Translation to Gestures. CoRR abs/2302.14237 (2023) - [i23]Chloe Smith, Maxfield Kouzel, Xugui Zhou, Homa Alemzadeh:
Short: Basal-Adjust: Trend Prediction Alerts and Adjusted Basal Rates for Hyperglycemia Prevention. CoRR abs/2303.09913 (2023) - [i22]Kay Hutchinson, Ian Reyes, Zongyu Li, Homa Alemzadeh:
Evaluating the Task Generalization of Temporal Convolutional Networks for Surgical Gesture and Motion Recognition using Kinematic Data. CoRR abs/2306.16577 (2023) - [i21]Xugui Zhou, Anqi Chen, Maxfield Kouzel, Haotian Ren, Morgan McCarty, Cristina Nita-Rotaru, Homa Alemzadeh:
Experimental Security Analysis of DNN-based Adaptive Cruise Control under Context-Aware Perception Attacks. CoRR abs/2307.08939 (2023) - [i20]Zongyu Li, Ian Reyes, Homa Alemzadeh:
Robotic Scene Segmentation with Memory Network for Runtime Surgical Context Inference. CoRR abs/2308.12789 (2023) - [i19]Xueren Ge, Ronald D. Williams, John A. Stankovic, Homa Alemzadeh:
DKEC: Domain Knowledge Enhanced Multi-Label Classification for Electronic Health Records. CoRR abs/2310.07059 (2023) - [i18]Kay Hutchinson, Katherina Chen, Homa Alemzadeh:
Towards Interpretable Motion-level Skill Assessment in Robotic Surgery. CoRR abs/2311.05838 (2023) - [i17]Xugui Zhou, Maxfield Kouzel, Chloe Smith, Homa Alemzadeh:
KnowSafe: Combined Knowledge and Data Driven Hazard Mitigation in Artificial Pancreas Systems. CoRR abs/2311.07460 (2023) - [i16]Lahiru N. S. Wijayasingha, Homa Alemzadeh, John A. Stankovic:
Camera-Independent Single Image Depth Estimation from Defocus Blur. CoRR abs/2311.13045 (2023) - 2022
- [c36]Xugui Zhou, Maxfield Kouzel, Haotian Ren, Homa Alemzadeh:
Design and Validation of an Open-Source Closed-Loop Testbed for Artificial Pancreas Systems. CHASE 2022: 1-12 - [c35]Xugui Zhou, Maxfield Kouzel, Homa Alemzadeh:
Robustness Testing of Data and Knowledge Driven Anomaly Detection in Cyber-Physical Systems. DSN Workshops 2022: 44-51 - [c34]Xugui Zhou, Anna Schmedding, Haotian Ren, Lishan Yang
Strategic Safety-Critical Attacks Against an Advanced Driver Assistance System. DSN 2022: 79-87 - [c33]Zongyu Li, Kay Hutchinson, Homa Alemzadeh
Runtime Detection of Executional Errors in Robot-Assisted Surgery. ICRA 2022: 3850-3856 - [i15]Zongyu Li, Kay Hutchinson, Homa Alemzadeh:
Runtime Detection of Executional Errors in Robot-Assisted Surgery. CoRR abs/2203.00737 (2022) - [i14]Xugui Zhou, Anna Schmedding, Haotian Ren, Lishan Yang, Philip Schowitz
Strategic Safety-Critical Attacks Against an Advanced Driver Assistance System. CoRR abs/2204.06768 (2022) - [i13]Xugui Zhou, Maxfield Kouzel, Homa Alemzadeh:
Robustness Testing of Data and Knowledge Driven Anomaly Detection in Cyber-Physical Systems. CoRR abs/2204.09183 (2022) - [i12]Xugui Zhou, Maxfield Kouzel, Haotian Ren, Homa Alemzadeh:
Design and Validation of an Open-Source Closed-Loop Testbed for Artificial Pancreas Systems. CoRR abs/2208.06479 (2022) - [i11]Kay Hutchinson, Ian Reyes, Zongyu Li, Homa Alemzadeh:
COMPASS: A Formal Framework and Aggregate Dataset for Generalized Surgical Procedure Modeling. CoRR abs/2209.06424 (2022) - [i10]Maryam Bagheri, Josephine Lamp, Xugui Zhou, Lu Feng, Homa Alemzadeh:
Towards Developing Safety Assurance Cases for Learning-Enabled Medical Cyber-Physical Systems. CoRR abs/2211.15413 (2022) - 2021
- [j7]Hussain M. J. Almohri
On Parallel Real-Time Security Improvement Using Mixed-Integer Programming. IEEE Access 9: 58824-58837 (2021) - [j6]Sarah Masud Preum
A Review of Cognitive Assistants for Healthcare: Trends, Prospects, and Future Directions. ACM Comput. Surv. 53(6): 130:1-130:37 (2021) - [j5]John A. Stankovic
A Graduate Curriculum in Cyber-Physical Systems. IEEE Des. Test 38(3): 112-120 (2021) - [c32]Sion Kim, Weishi Guo, Ronald D. Williams, John A. Stankovic, Homa Alemzadeh
Information Extraction from Patient Care Reports for Intelligent Emergency Medical Services. CHASE 2021: 58-69 - [c31]John A. Stankovic, Meiyi Ma, Sarah Masud Preum, Homa Alemzadeh:
Challenges and Directions for Ambient Intelligence: A Cyber Physical Systems Perspective. CogMI 2021: 232-241 - [c30]Xugui Zhou, Bulbul Ahmed, James H. Aylor, Philip Asare, Homa Alemzadeh
Data-driven Design of Context-aware Monitors for Hazard Prediction in Artificial Pancreas Systems. DSN 2021: 484-496 - [c29]Hui Xu, Guanpeng Li, Homa Alemzadeh, Rakesh Bobba
Fourth International Workshop on Dependable and Secure Machine Learning - DSML 2021. DSN Workshops 2021: xvi - [i9]Xugui Zhou, Bulbul Ahmed, James H. Aylor, Philip Asare, Homa Alemzadeh:
Data-driven Design of Context-aware Monitors for Hazard Prediction in Artificial Pancreas Systems. CoRR abs/2104.02545 (2021) - [i8]Kay Hutchinson, Zongyu Li, Leigh A. Cantrell, Noah S. Schenkman, Homa Alemzadeh:
Analysis of Executional and Procedural Errors in Dry-lab Robotic Surgery Experiments. CoRR abs/2106.11962 (2021) - 2020
- [j4]Hui Lin
Challenges and Opportunities in the Detection of Safety-Critical Cyberphysical Attacks. Computer 53(3): 26-37 (2020) - [c28]Sarah Masud Preum, Sile Shu, Homa Alemzadeh, John A. Stankovic:
EMSContExt: EMS Protocol-Driven Concept Extraction for Cognitive Assistance in Emergency Response. AAAI 2020: 13350-13355 - [c27]M. Arif Rahman, Sarah Masud Preum, Ronald D. Williams, Homa Alemzadeh, John A. Stankovic:
GRACE: Generating Summary Reports Automatically for Cognitive Assistance in Emergency Response. AAAI 2020: 13356-13362 - [c26]Mohammad Samin Yasar, Homa Alemzadeh
Real-Time Context-Aware Detection of Unsafe Events in Robot-Assisted Surgery. DSN 2020: 385-397 - [c25]Homa Alemzadeh, Rakesh Bobba
Third International Workshop on Dependable and Secure Machine Learning - DSML 2020. DSN Workshops 2020: x - [c24]Kay Hutchinson, Mohammad Samin Yasar, Harshneet Bhatia, Homa Alemzadeh:
A Reactive Autonomous Camera System for the RAVEN II Surgical Robot. ISMR 2020: 195-201 - [c23]M. Arif Rahman, Sarah Masud Preum, John A. Stankovic, Leon Jia, Eimara Mirza, Ronald D. Williams, Homa Alemzadeh:
IMACS - an interactive cognitive assistant module for cardiac arrest cases in emergency medical service: demo abstract. SenSys 2020: 621-622 - [i7]Mohammad Samin Yasar, Homa Alemzadeh:
Real-Time Context-aware Detection of Unsafe Events in Robot-Assisted Surgery. CoRR abs/2005.03611 (2020) - [i6]Kay Hutchinson, Mohammad Samin Yasar, Harshneet Bhatia, Homa Alemzadeh:
A Reactive Autonomous Camera System for the RAVEN II Surgical Robot. CoRR abs/2010.04785 (2020)
2010 – 2019
- 2019
- [j3]Sarah Masud Preum, Sile Shu, Mustafa Hotaki, Ronald D. Williams, John A. Stankovic, Homa Alemzadeh:
CognitiveEMS: a cognitive assistant system for emergency medical services. SIGBED Rev. 16(2): 51-60 (2019) - [c22]Yanchen Xu, Daniel Tran, Yuan Tian, Homa Alemzadeh
Poster Abstract: Analysis of Cyber-Security Vulnerabilities of Interconnected Medical Devices. CHASE 2019: 23-24 - [c21]Sile Shu, Sarah Masud Preum, Haydon M. Pitchford, Ronald D. Williams, John A. Stankovic, Homa Alemzadeh
A Behavior Tree Cognitive Assistant System for Emergency Medical Services. IROS 2019: 6188-6195 - [c20]Mohammad Samin Yasar, David Evans, Homa Alemzadeh:
Context-aware Monitoring in Robotic Surgery. ISMR 2019: 1-7 - [i5]Mohammad Samin Yasar, David Evans, Homa Alemzadeh:
Context-aware Monitoring in Robotic Surgery. CoRR abs/1901.09802 (2019) - 2018
- [c19]Homa Alemzadeh, Karthik Pattabiraman, David E. Evans:
DSML 2018 Introduction. DSN Workshops 2018: 187 - [c18]Sarah Masud Preum, Sile Shu, Jonathan Ting, Vincent Lin, Ronald D. Williams, John A. Stankovic, Homa Alemzadeh
Towards a cognitive assistant system for emergency response. ICCPS 2018: 347-348 - [c17]Ailec Wu, Abu Hasnat Mohammad Rubaiyat, Chris Anton, Homa Alemzadeh:
Model Fusion: Weighted N-Version Programming for Resilient Autonomous Vehicle Steering Control. ISSRE Workshops 2018: 144-145 - [c16]Abu Hasnat Mohammad Rubaiyat, Yongming Qin, Homa Alemzadeh
Experimental Resilience Assessment of an Open-Source Driving Agent. PRDC 2018: 54-63 - [i4]Abu Hasnat Mohammad Rubaiyat, Yongming Qin, Homa Alemzadeh:
Experimental Resilience Assessment of An Open-Source Driving Agent. CoRR abs/1807.06172 (2018) - 2017
- [j2]Kush R. Varshney, Homa Alemzadeh:
On the Safety of Machine Learning: Cyber-Physical Systems, Decision Sciences, and Data Products. Big Data 5(3): 246-255 (2017) - [c15]Homa Alemzadeh, Murthy V. Devarakonda:
An NLP-based cognitive system for disease status identification in electronic health records. BHI 2017: 89-92 - [c14]Hussain M. J. Almohri
On Threat Modeling and Mitigation of Medical Cyber-Physical Systems. CHASE 2017: 114-119 - 2016
- [c13]Homa Alemzadeh
Targeted Attacks on Teleoperated Surgical Robots: Dynamic Model-Based Detection and Mitigation. DSN 2016: 395-406 - [c12]Hui Lin, Homa Alemzadeh, Daniel Chen, Zbigniew Kalbarczyk, Ravishankar K. Iyer:
Safety-critical cyber-physical attacks: analysis, detection, and mitigation. HotSoS 2016: 82-89 - [c11]Xiao Li, Homa Alemzadeh
A hardware-in-the-loop simulator for safety training in robotic surgery. IROS 2016: 5291-5296 - [i3]Kush R. Varshney, Homa Alemzadeh:
On the Safety of Machine Learning: Cyber-Physical Systems, Decision Sciences, and Data Products. CoRR abs/1610.01256 (2016) - 2015
- [c10]Qingkun Li, Homa Alemzadeh
A fault-tolerant hardware architecture for robust wearable heart rate monitoring. PervasiveHealth 2015: 185-192 - [c9]Homa Alemzadeh
Systems-Theoretic Safety Assessment of Robotic Telesurgical Systems. SAFECOMP 2015: 213-227 - [i2]Homa Alemzadeh, Daniel Chen, Andrew Lewis, Zbigniew Kalbarczyk, Ravishankar K. Iyer:
Systems-theoretic Safety Assessment of Robotic Telesurgical Systems. CoRR abs/1504.07135 (2015) - [i1]Homa Alemzadeh, Ravishankar K. Iyer, Zbigniew T. Kalbarczyk, Nancy Leveson, Jai Raman:
Adverse Events in Robotic Surgery: A Retrospective Study of 14 Years of FDA Data. CoRR abs/1507.03518 (2015) - 2014
- [c8]Homa Alemzadeh
Automated Classification of Computer-Based Medical Device Recalls: An Application of Natural Language Processing and Statistical Learning. CBMS 2014: 553-554 - 2013
- [j1]Homa Alemzadeh
Analysis of Safety-Critical Computer Failures in Medical Devices. IEEE Secur. Priv. 11(4): 14-26 (2013) - 2012
- [c7]Homa Alemzadeh
Towards resiliency in embedded medical monitoring devices. DSN Workshops 2012: 1-6 - 2011
- [c6]Homa Alemzadeh
An embedded reconfigurable architecture for patient-specific multi-paramater medical monitoring. EMBC 2011: 1896-1900 - 2010
- [c5]Homa Alemzadeh
Facilitating testability of TLM FIFO: SystemC implementations. EWDTS 2010: 428-431 - [c4]Homa Alemzadeh
Code optimization for enhancing SystemC simulation time. EWDTS 2010: 431-434
2000 – 2009
- 2008
- [c3]Homa Alemzadeh
Functional testing approaches for "BIFST-able" tlm_fifo. HLDVT 2008: 85-92 - [c2]Fatemeh Refan, Homa Alemzadeh
Reliability in Application Specific Mesh-Based NoC Architectures. IOLTS 2008: 207-212 - [c1]Homa Alemzadeh
"Plug & Test" at System Level via Testable TLM Primitives. ITC 2008: 1-10
Coauthor Index
Zbigniew T. Kalbarczyk
aka: Zbigniew Kalbarczyk
aka: Zbigniew Kalbarczyk
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last updated on 2024-12-02 21:30 CET by the dblp team
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