Taha Belkhouja

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 25

Top Topics

Conformal Prediction

Dynamic Time Warping

Medical Devices

Top Venues

Future Gener. Comput. Syst.

Publications

Taha Belkhouja, Yan Yan, Janardhan Rao Doppa
Out-of-distribution Detection in Time-series Domain: A Novel Seasonal Ratio Scoring Approach. ACM Trans. Intell. Syst. Technol. 15 (1) (2024)
Yuanjie Shi, Subhankar Ghosh, Taha Belkhouja, Janardhan Rao Doppa, Yan Yan
Conformal Prediction for Class-wise Coverage via Augmented Label Rank Calibration. CoRR (2024)
Subhankar Ghosh, Taha Belkhouja, Yan Yan, Janardhan Rao Doppa
Improving Uncertainty Quantification of Deep Classifiers via Neighborhood Conformal Prediction: Novel Algorithm and Theoretical Analysis. CoRR (2023)
Taha Belkhouja, Yan Yan, Janardhan Rao Doppa
Dynamic Time Warping Based Adversarial Framework for Time-Series Domain. IEEE Trans. Pattern Anal. Mach. Intell. 45 (6) (2023)
Dina Hussein, Taha Belkhouja, Ganapati Bhat, Janardhan Rao Doppa
Energy-Efficient Missing Data Recovery in Wearable Devices: A Novel Search-Based Approach. ISLPED (2023)
Subhankar Ghosh, Yuanjie Shi, Taha Belkhouja, Yan Yan, Jana Doppa, Brian Jones
Probabilistically robust conformal prediction. UAI (2023)
Taha Belkhouja, Janardhan Rao Doppa
Adversarial Framework with Certified Robustness for Time-Series Domain via Statistical Features (Extended Abstract). IJCAI (2023)
Subhankar Ghosh, Yuanjie Shi, Taha Belkhouja, Yan Yan, Jana Doppa, Brian Jones
Probabilistically robust conformal prediction. CoRR (2023)
Subhankar Ghosh, Taha Belkhouja, Yan Yan, Janardhan Rao Doppa
Improving Uncertainty Quantification of Deep Classifiers via Neighborhood Conformal Prediction: Novel Algorithm and Theoretical Analysis. AAAI (2023)
Taha Belkhouja, Janardhan Rao Doppa
Adversarial Framework with Certified Robustness for Time-Series Domain via Statistical Features. J. Artif. Intell. Res. 73 (2022)
Taha Belkhouja, Janardhan Rao Doppa
Adversarial Framework with Certified Robustness for Time-Series Domain via Statistical Features. CoRR (2022)
Taha Belkhouja, Yan Yan, Janardhan Rao Doppa
Training Robust Deep Models for Time-Series Domain: Novel Algorithms and Theoretical Analysis. CoRR (2022)
Taha Belkhouja, Yan Yan, Janardhan Rao Doppa
Out-of-Distribution Detection in Time-Series Domain: A Novel Seasonal Ratio Scoring Approach. CoRR (2022)
Taha Belkhouja, Yan Yan, Janardhan Rao Doppa
Training Robust Deep Models for Time-Series Domain: Novel Algorithms and Theoretical Analysis. AAAI (2022)
Dina Hussein, Taha Belkhouja, Ganapati Bhat, Janardhan Rao Doppa
Reliable Machine Learning for Wearable Activity Monitoring: Novel Algorithms and Theoretical Guarantees. ICCAD (2022)
Taha Belkhouja, Yan Yan, Janardhan Rao Doppa
Dynamic Time Warping based Adversarial Framework for Time-Series Domain. CoRR (2022)
Taha Belkhouja, Janardhan Rao Doppa
Analyzing Deep Learning for Time-Series Data Through Adversarial Lens in Mobile and IoT Applications. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39 (11) (2020)
Taha Belkhouja, Sameh Sorour, Mohamed Hefeida
Sequential Encryption for Multiple Implantable Medical Devices. ICCSPA (2020)
Taha Belkhouja, Xiaojiang Du, Amr Mohamed, Abdulla K. Al-Ali, Mohsen Guizani
Biometric-based authentication scheme for Implantable Medical Devices during emergency situations. Future Gener. Comput. Syst. 98 (2019)
Taha Belkhouja, Sameh Sorour, Mohamed S. Hefeida
Role-Based Hierarchical Medical Data Encryption for Implantable Medical Devices. GLOBECOM (2019)
Taha Belkhouja, Amr Mohamed, Abdulla K. Al-Ali, Xiaojiang Du, Mohsen Guizani
Salt Generation for Hashing Schemes based on ECG readings for Emergency Access to Implantable Medical Devices. ISNCC (2018)
Taha Belkhouja, Xiaojiang Du, Amr Mohamed, Abdulla K. Al-Ali, Mohsen Guizani
Symmetric Encryption Relying on Chaotic Henon System for Secure Hardware-Friendly Wireless Communication of Implantable Medical Systems. J. Sens. Actuator Networks 7 (2) (2018)
Taha Belkhouja, Amr Mohamed, Abdulla K. Al-Ali, Xiaojiang Du, Mohsen Guizani
Light-Weight Solution to Defend Implantable Medical Devices against Man-In-The-Middle Attack. GLOBECOM (2018)
Taha Belkhouja, Xiaojiang Du, Amr Mohamed, Abdulla K. Al-Ali, Mohsen Guizani
New Plain-Text Authentication Secure Scheme for Implantable Medical Devices with Remote Control. GLOBECOM (2017)
Taha Belkhouja, Amr Mohamed, Abdulla K. Al-Ali, Xiaojiang Du, Mohsen Guizani
Light-weight encryption of wireless communication for implantable medical devices using henon chaotic system (invited paper). WINCOM (2017)