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Onat Güngör
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Journal Articles
- 2022
- [j3]Onat Güngör, Tajana Rosing, Baris Aksanli:
STEWART: STacking Ensemble for White-Box AdversaRial Attacks Towards more resilient data-driven predictive maintenance. Comput. Ind. 140: 103660 (2022) - [j2]Onat Güngör, Tajana Rosing, Baris Aksanli:
DOWELL: Diversity-Induced Optimally Weighted Ensemble Learner for Predictive Maintenance of Industrial Internet of Things Devices. IEEE Internet Things J. 9(4): 3125-3134 (2022) - 2019
- [j1]Onat Güngör, Baris Aksanli, Reyhan Aydogan:
Algorithm selection and combining multiple learners for residential energy prediction. Future Gener. Comput. Syst. 99: 391-400 (2019)
Conference and Workshop Papers
- 2024
- [c11]Onat Güngör, Tajana Rosing, Baris Aksanli:
ROLDEF: RObust Layered DEFense for Intrusion Detection Against Adversarial Attacks. DATE 2024: 1-6 - 2023
- [c10]Onat Güngör, Tajana Rosing, Baris Aksanli:
Adversarial-HD: Hyperdimensional Computing Adversarial Attack Design for Secure Industrial Internet of Things. CPS-IoT Week Workshops 2023: 1-6 - [c9]Xiaofan Yu, Minxuan Zhou, Fatemeh Asgarinejad, Onat Güngör, Baris Aksanli, Tajana Rosing:
Lightning Talk: Private and Secure Edge AI with Hyperdimensional Computing. DAC 2023: 1-2 - [c8]Onat Güngör, Tajana Rosing, Baris Aksanli:
HD-I-IoT: Hyperdimensional Computing for Resilient Industrial Internet of Things Analytics. DATE 2023: 1-6 - [c7]Mitchell Timken, Onat Güngör, Tajana Rosing, Baris Aksanli:
Analysis of Machine Learning Algorithms for Cyber Attack Detection in SCADA Power Systems. SmartNets 2023: 1-6 - 2022
- [c6]Onat Güngör, Tajana Rosing, Baris Aksanli:
DENSE-DEFENSE: Diversity Promoting Ensemble Adversarial Training Towards Effective Defense. IEEE SENSORS 2022: 1-4 - 2021
- [c5]Onat Güngör, Tajana Rosing, Baris Aksanli:
OPELRUL: OPtimally Weighted Ensemble Learner for Remaining Useful Life Prediction. ICPHM 2021: 1-8 - [c4]Onat Güngör, Tajana Rosing, Baris Aksanli:
CAHEROS: Constraint-Aware HEuristic Approach for RObust Sensor Placement. IEEE SENSORS 2021: 1-4 - [c3]Onat Güngör, Tajana Rosing, Baris Aksanli:
ENFES: ENsemble FEw-Shot Learning For Intelligent Fault Diagnosis with Limited Data. IEEE SENSORS 2021: 1-4 - 2020
- [c2]Onat Güngör, Tajana Simunic Rosing, Baris Aksanli:
RESPIRE: Robust Sensor Placement Optimization in Probabilistic Environments. IEEE SENSORS 2020: 1-4 - [c1]Onat Güngör, Jake Garnier, Tajana Simunic Rosing, Baris Aksanli:
LENARD: Lightweight ENsemble LeARner for MeDium-term Electricity Consumption Prediction. SmartGridComm 2020: 1-6
Informal and Other Publications
- 2023
- [i2]Onat Güngör, Tajana Rosing, Baris Aksanli:
DODEM: DOuble DEfense Mechanism Against Adversarial Attacks Towards Secure Industrial Internet of Things Analytics. CoRR abs/2301.09740 (2023) - 2022
- [i1]Onat Güngör, Tajana Rosing, Baris Aksanli:
RES-HD: Resilient Intelligent Fault Diagnosis Against Adversarial Attacks Using Hyper-Dimensional Computing. CoRR abs/2203.08148 (2022)
Coauthor Index
aka: Tajana Simunic Rosing
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