Onat Güngör

CoRR, February, 2025

SAFE: Self-Supervised Anomaly Detection Framework for Intrusion Detection.

[BibT_eX]

[DOI]

CoRR, February, 2025

DYNAMITE: Dynamic Defense Selection for Enhancing Machine Learning-Based Intrusion Detection Against Adversarial Attacks.

[BibT_eX]

[DOI]

Proceedings of the 2025 IEEE Security and Privacy, 2025

Offload Rethinking by Cloud Assistance for Efficient Environmental Sound Recognition on LPWANs.

[BibT_eX]

[DOI]

Proceedings of the 23rd ACM Conference on Embedded Networked Sensor Systems, 2025

Poster Abstract: Fine-grained Contextualized Activity Logs Generation based on Multi-Modal Sensor Data and LLM.

[BibT_eX]

[DOI]

Proceedings of the 23rd ACM Conference on Embedded Networked Sensor Systems, 2025

DPQ-HD: Post-Training Compression for Ultra-Low Power Hyperdimensional Computing.

[BibT_eX]

[DOI]

Proceedings of the Great Lakes Symposium on VLSI 2025, GLSVLSI 2025, New Orleans, LA, USA, 30 June 2025, 2025

ReLATE: Resilient Learner Selection for Multivariate Time-Series Classification Against Adversarial Attacks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Cyber Security and Resilience, 2025

E-QUARTIC: Energy Efficient Edge Ensemble of Convolutional Neural Networks for Resource-Optimized Learning.

[BibT_eX]

[DOI]

Proceedings of the 30th Asia and South Pacific Design Automation Conference, 2025

2024

A Robust Framework for Evaluation of Unsupervised Time-Series Anomaly Detection.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition - 27th International Conference, 2024

HDXpose: Harnessing Hyperdimensional Computing's Explainability for Adversarial Attacks.

[BibT_eX]

[DOI]

Proceedings of the 43rd IEEE/ACM International Conference on Computer-Aided Design, 2024

ROLDEF: RObust Layered DEFense for Intrusion Detection Against Adversarial Attacks.

[BibT_eX]

[DOI]

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2024

A<sup>2</sup>HD: Adaptive Adversarial Training for Hyperdimensional Computing-Based Intrusion Detection Against Adversarial Attacks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Cyber Security and Resilience, 2024

Rigorous Evaluation of Machine Learning-Based Intrusion Detection Against Adversarial Attacks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Cyber Security and Resilience, 2024

2023

DODEM: DOuble DEfense Mechanism Against Adversarial Attacks Towards Secure Industrial Internet of Things Analytics.

[BibT_eX]

[DOI]

CoRR, 2023

Analysis of Machine Learning Algorithms for Cyber Attack Detection in SCADA Power Systems.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Smart Applications, 2023

HD-I-IoT: Hyperdimensional Computing for Resilient Industrial Internet of Things Analytics.

[BibT_eX]

[DOI]

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2023

Lightning Talk: Private and Secure Edge AI with Hyperdimensional Computing.

[BibT_eX]

[DOI]

Proceedings of the 60th ACM/IEEE Design Automation Conference, 2023

Adversarial-HD: Hyperdimensional Computing Adversarial Attack Design for Secure Industrial Internet of Things.

[BibT_eX]

[DOI]

Proceedings of Cyber-Physical Systems and Internet of Things Week 2023, 2023

2022

DOWELL: Diversity-Induced Optimally Weighted Ensemble Learner for Predictive Maintenance of Industrial Internet of Things Devices.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2022

RES-HD: Resilient Intelligent Fault Diagnosis Against Adversarial Attacks Using Hyper-Dimensional Computing.

[BibT_eX]

[DOI]

CoRR, 2022

STEWART: STacking Ensemble for White-Box AdversaRial Attacks Towards more resilient data-driven predictive maintenance.

[BibT_eX]

[DOI]

Comput. Ind., 2022

DENSE-DEFENSE: Diversity Promoting Ensemble Adversarial Training Towards Effective Defense.

[BibT_eX]

[DOI]

Proceedings of the 2022 IEEE Sensors, Dallas, TX, USA, October 30 - Nov. 2, 2022, 2022

2021

ENFES: ENsemble FEw-Shot Learning For Intelligent Fault Diagnosis with Limited Data.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE Sensors, Sydney, Australia, October 31 - Nov. 3, 2021, 2021

CAHEROS: Constraint-Aware HEuristic Approach for RObust Sensor Placement.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE Sensors, Sydney, Australia, October 31 - Nov. 3, 2021, 2021

OPELRUL: OPtimally Weighted Ensemble Learner for Remaining Useful Life Prediction.

[BibT_eX]

[DOI]

Proceedings of the International IEEE Conference on Prognostics and Health Management, 2021

2020

LENARD: Lightweight ENsemble LeARner for MeDium-term Electricity Consumption Prediction.

[BibT_eX]

[DOI]

Jake Garnier

Tajana Simunic Rosing

Proceedings of the 2020 IEEE International Conference on Communications, 2020

RESPIRE: Robust Sensor Placement Optimization in Probabilistic Environments.

[BibT_eX]

[DOI]

Tajana Simunic Rosing

Proceedings of the 2020 IEEE Sensors, Rotterdam, The Netherlands, October 25-28, 2020, 2020

2019

Algorithm selection and combining multiple learners for residential energy prediction.

[BibT_eX]

[DOI]