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ORCIDTaha Belkhouja
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Journal Articles
- 2024
[j6]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): 8:1-8:24 (2024)- 2023
- [j5]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): 7353-7366 (2023) - 2022
- [j4]Taha Belkhouja, Janardhan Rao Doppa:
Adversarial Framework with Certified Robustness for Time-Series Domain via Statistical Features. J. Artif. Intell. Res. 73: 1435-1471 (2022) - 2020
- [j3]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): 3190-3201 (2020) - 2019
- [j2]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: 109-119 (2019) - 2018
- [j1]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): 21 (2018)
Conference and Workshop Papers
- 2024
- [c13]Dina Hussein, Taha Belkhouja, Ganapati Bhat, Janardhan Rao Doppa:
Energy-Efficient Missing Data Imputation in Wearable Health Applications: A Classifier-aware Statistical Approach. IJCAI 2024: 7296-7304 - 2023
- [c12]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: 7722-7730 - [c11]Taha Belkhouja, Janardhan Rao Doppa:
Adversarial Framework with Certified Robustness for Time-Series Domain via Statistical Features (Extended Abstract). IJCAI 2023: 6845-6850 - [c10]Dina Hussein, Taha Belkhouja, Ganapati Bhat, Janardhan Rao Doppa:
Energy-Efficient Missing Data Recovery in Wearable Devices: A Novel Search-Based Approach. ISLPED 2023: 1-6 - [c9]Subhankar Ghosh, Yuanjie Shi, Taha Belkhouja, Yan Yan, Jana Doppa, Brian Jones:
Probabilistically robust conformal prediction. UAI 2023: 681-690 - 2022
- [c8]Taha Belkhouja, Yan Yan, Janardhan Rao Doppa:
Training Robust Deep Models for Time-Series Domain: Novel Algorithms and Theoretical Analysis. AAAI 2022: 6055-6063 - [c7]Dina Hussein, Taha Belkhouja, Ganapati Bhat, Janardhan Rao Doppa:
Reliable Machine Learning for Wearable Activity Monitoring: Novel Algorithms and Theoretical Guarantees. ICCAD 2022: 33:1-33:9 - 2020
- [c6]Taha Belkhouja, Sameh Sorour, Mohamed Hefeida:
Sequential Encryption for Multiple Implantable Medical Devices. ICCSPA 2020: 1-6 - 2019
- [c5]Taha Belkhouja, Sameh Sorour, Mohamed S. Hefeida:
Role-Based Hierarchical Medical Data Encryption for Implantable Medical Devices. GLOBECOM 2019: 1-6 - 2018
- [c4]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: 1-5 - [c3]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: 1-6 - 2017
- [c2]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: 1-5 - [c1]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: 1-6
Informal and Other Publications
- 2024
- [i7]Yuanjie Shi, Subhankar Ghosh, Taha Belkhouja, Janardhan Rao Doppa, Yan Yan:
Conformal Prediction for Class-wise Coverage via Augmented Label Rank Calibration. CoRR abs/2406.06818 (2024) - 2023
- [i6]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 abs/2303.10694 (2023) - [i5]Subhankar Ghosh, Yuanjie Shi, Taha Belkhouja, Yan Yan, Jana Doppa, Brian Jones:
Probabilistically robust conformal prediction. CoRR abs/2307.16360 (2023) - 2022
- [i4]Taha Belkhouja, Yan Yan, Janardhan Rao Doppa:
Training Robust Deep Models for Time-Series Domain: Novel Algorithms and Theoretical Analysis. CoRR abs/2207.04305 (2022) - [i3]Taha Belkhouja, Yan Yan, Janardhan Rao Doppa:
Out-of-Distribution Detection in Time-Series Domain: A Novel Seasonal Ratio Scoring Approach. CoRR abs/2207.04306 (2022) - [i2]Taha Belkhouja, Janardhan Rao Doppa:
Adversarial Framework with Certified Robustness for Time-Series Domain via Statistical Features. CoRR abs/2207.04307 (2022) - [i1]Taha Belkhouja, Yan Yan, Janardhan Rao Doppa:
Dynamic Time Warping based Adversarial Framework for Time-Series Domain. CoRR abs/2207.04308 (2022)
Coauthor Index
aka: Jana Doppa
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