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 | 37 | 2019 |
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 | 29 | 2022 |
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 | 19 | 2020 |
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 | 17 | 2022 |
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 | 17 | 2019 |
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 | 17 | 2017 |
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 | 16 | 2023 |
Probabilistically robust conformal prediction S Ghosh, Y Shi, T Belkhouja, Y Yan, J Doppa, B Jones Uncertainty in Artificial Intelligence, 681-690, 2023 | 14 | 2023 |
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 | 14 | 2022 |
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 | 14 | 2022 |
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 | 13 | 2018 |
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 | 13 | 2017 |
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 | 10 | 2018 |
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 | 6 | 2023 |
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 | 6 | 2018 |
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 | 4 | 2023 |
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 | 1 | 2024 |
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 | 1 | 2024 |
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 |