Onat Güngör

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 16

Top Topics

Ensemble Methods

Electricity Consumption

Fault Diagnosis

Sensor Placement

Top Venues

CPS-IoT Week Workshops

Publications

Onat Güngör, Tajana Rosing, Baris Aksanli
ROLDEF: RObust Layered DEFense for Intrusion Detection Against Adversarial Attacks. DATE (2024)
Onat Güngör, Tajana Rosing, Baris Aksanli
Adversarial-HD: Hyperdimensional Computing Adversarial Attack Design for Secure Industrial Internet of Things. CPS-IoT Week Workshops (2023)
Onat Güngör, Tajana Rosing, Baris Aksanli
DODEM: DOuble DEfense Mechanism Against Adversarial Attacks Towards Secure Industrial Internet of Things Analytics. CoRR (2023)
Onat Güngör, Tajana Rosing, Baris Aksanli
HD-I-IoT: Hyperdimensional Computing for Resilient Industrial Internet of Things Analytics. DATE (2023)
Mitchell Timken, Onat Güngör, Tajana Rosing, Baris Aksanli
Analysis of Machine Learning Algorithms for Cyber Attack Detection in SCADA Power Systems. SmartNets (2023)
Xiaofan Yu, Minxuan Zhou, Fatemeh Asgarinejad, Onat Güngör, Baris Aksanli, Tajana Rosing
Lightning Talk: Private and Secure Edge AI with Hyperdimensional Computing. DAC (2023)
Onat Güngör, Tajana Rosing, Baris Aksanli
RES-HD: Resilient Intelligent Fault Diagnosis Against Adversarial Attacks Using Hyper-Dimensional Computing. CoRR (2022)
Onat Güngör, Tajana Rosing, Baris Aksanli
DENSE-DEFENSE: Diversity Promoting Ensemble Adversarial Training Towards Effective Defense. IEEE SENSORS (2022)
Onat Güngör, Tajana Rosing, Baris Aksanli
STEWART: STacking Ensemble for White-Box AdversaRial Attacks Towards more resilient data-driven predictive maintenance. Comput. Ind. 140 (2022)
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) (2022)
Onat Güngör, Tajana Rosing, Baris Aksanli
CAHEROS: Constraint-Aware HEuristic Approach for RObust Sensor Placement. IEEE SENSORS (2021)
Onat Güngör, Tajana Rosing, Baris Aksanli
OPELRUL: OPtimally Weighted Ensemble Learner for Remaining Useful Life Prediction. ICPHM (2021)
Onat Güngör, Tajana Rosing, Baris Aksanli
ENFES: ENsemble FEw-Shot Learning For Intelligent Fault Diagnosis with Limited Data. IEEE SENSORS (2021)
Onat Güngör, Jake Garnier, Tajana Simunic Rosing, Baris Aksanli
LENARD: Lightweight ENsemble LeARner for MeDium-term Electricity Consumption Prediction. SmartGridComm (2020)
Onat Güngör, Tajana Simunic Rosing, Baris Aksanli
RESPIRE: Robust Sensor Placement Optimization in Probabilistic Environments. IEEE SENSORS (2020)
Onat Güngör, Baris Aksanli, Reyhan Aydogan
Algorithm selection and combining multiple learners for residential energy prediction. Future Gener. Comput. Syst. 99 (2019)