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Taha Belkhouja
Taha Belkhouja
Verified email at wsu.edu - Homepage
Title
Cited by
Cited by
Year
Biometric-based authentication scheme for implantable medical devices during emergency situations
T Belkhouja, X Du, A Mohamed, AK Al-Ali, M Guizani
Future Generation Computer Systems 98, 109-119, 2019
372019
Dynamic time warping based adversarial framework for time-series domain
T Belkhouja, Y Yan, JR Doppa
IEEE transactions on pattern analysis and machine intelligence 45 (6), 7353-7366, 2022
292022
Analyzing deep learning for time-series data through adversarial lens in mobile and IoT applications
T Belkhouja, JR Doppa
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2020
192020
Reliable machine learning for wearable activity monitoring: Novel algorithms and theoretical guarantees
D Hussein, T Belkhouja, G Bhat, JR Doppa
Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided …, 2022
172022
Role-based hierarchical medical data encryption for implantable medical devices
T Belkhouja, S Sorour, MS Hefeida
2019 IEEE Global Communications Conference (GLOBECOM), 1-6, 2019
172019
New plain-text authentication secure scheme for implantable medical devices with remote control
T Belkhouja, X Du, A Mohamed, AK Al-Ali, M Guizani
GLOBECOM 2017-2017 IEEE Global Communications Conference, 1-5, 2017
172017
Improving Uncertainty Quantification of Deep Classifiers via Neighborhood Conformal Prediction: Novel Algorithm and Theoretical Analysis
S Ghosh, T Belkhouja, Y Yan, JR Doppa
Proceedings of the AAAI Conference on Artificial Intelligence, 2023
162023
Probabilistically robust conformal prediction
S Ghosh, Y Shi, T Belkhouja, Y Yan, J Doppa, B Jones
Uncertainty in Artificial Intelligence, 681-690, 2023
142023
Training robust deep models for time-series domain: Novel algorithms and theoretical analysis
T Belkhouja, Y Yan, JR Doppa
Proceedings of the AAAI conference on artificial intelligence 36 (6), 6055-6063, 2022
142022
Adversarial framework with certified robustness for time-series domain via statistical features
T Belkhouja, JR Doppa
Journal of Artificial Intelligence Research 73, 1435-1471, 2022
142022
Symmetric encryption relying on chaotic henon system for secure hardware-friendly wireless communication of implantable medical systems
T Belkhouja, X Du, A Mohamed, AK Al-Ali, M Guizani
Journal of Sensor and Actuator Networks 7 (2), 21, 2018
132018
Light-weight encryption of wireless communication for implantable medical devices using henon chaotic system
T Belkhouja, A Mohamed, AK Al-Ali, X Du, M Guizani
2017 International Conference on Wireless Networks and Mobile Communications …, 2017
132017
Light-weight solution to defend implantable medical devices against man-in-the-middle attack
T Belkhouja, A Mohamed, AK Al-Ali, X Du, M Guizani
2018 IEEE Global Communications Conference (GLOBECOM), 1-5, 2018
102018
Out-of-distribution Detection in Time-series Domain: A Novel Seasonal Ratio Scoring Approach
T Belkhouja, Y Yan, JR Doppa
ACM Transactions on Intelligent Systems and Technology 15 (1), 1-24, 2023
62023
Salt generation for hashing schemes based on ECG readings for emergency access to implantable medical devices
T Belkhouja, A Mohamed, AK Al-Ali, X Du, M Guizani
2018 International Symposium on Networks, Computers and Communications …, 2018
62018
Energy-Efficient Missing Data Recovery in Wearable Devices: A Novel Search-Based Approach
D Hussein, T Belkhouja, G Bhat, JR Doppa
2023 IEEE/ACM International Symposium on Low Power Electronics and Design …, 2023
42023
Energy-efficient missing data imputation in wearable health applications: A classifier-aware statistical approach
D Hussein, T Belkhouja, G Bhat, JR Doppa
Proceedings of the Thirty-Third International Joint Conference on Artificial …, 2024
12024
Conformal Prediction for Class-wise Coverage via Augmented Label Rank Calibration
Y Shi, S Ghosh, T Belkhouja, JR Doppa, Y Yan
arXiv preprint arXiv:2406.06818, 2024
12024
Sensor-Aware Data Imputation for Time-Series Machine Learning on Low-Power Wearable Devices
D Hussein, T Belkhouja, G Bhat, J Doppa
ACM Transactions on Design Automation of Electronic Systems 30 (1), 1-27, 2024
2024
New Directions in Robust Time-Series Machine Learning: Theory, Algorithms, and Applications
T Belkhouja
Washington State University, 2024
2024
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