Onat Güngör - RankMe

49 papers A* 2A 3B 1C 2Misc 5Journal 24Unranked 12

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	ACORN-IDS: Adaptive Continual Novelty Detection for Intrusion Detection Systems. CoRR Sean Fuhrman, Onat Güngör, Tajana Rosing
2026	J	`jnl`	KLDrive: Fine-Grained 3D Scene Reasoning for Autonomous Driving based on Knowledge Graph. CoRR Ye Tian, Jingyi Zhang, Zihao Wang, Xiaoyuan Ren, Xiaofan Yu, Onat Güngör, Tajana Rosing
2026	J	`jnl`	LifeAgentBench: A Multi-dimensional Benchmark and Agent for Personal Health Assistants in Digital Health. CoRR Ye Tian, Zihao Wang, Onat Güngör, Xiaoran Fan, Tajana Rosing
2026	J	`jnl`	QMC: Efficient SLM Edge Inference via Outlier-Aware Quantization and Emergent Memories Co-Design. CoRR Nilesh Prasad Pandey, Jangseon Park, Onat Güngör, Flavio Ponzina, Tajana Rosing
2025	C	`conf`	AQUA-LLM: Evaluating Accuracy, Quantization, and Adversarial Robustness Trade-offs in LLMs for Cybersecurity Question Answering. ICMLA Onat Güngör, Roshan Sood, Harold Wang, Tajana Rosing
2025	J	`jnl`	AQUA-LLM: Evaluating Accuracy, Quantization, and Adversarial Robustness Trade-offs in LLMs for Cybersecurity Question Answering. CoRR Onat Güngör, Roshan Sood, Harold Wang, Tajana Rosing
2025	J	`jnl`	CITADEL: Continual Anomaly Detection for Enhanced Learning in IoT Intrusion Detection. CoRR Elvin Li, Onat Güngör, Zhengli Shang, Tajana Rosing
2025	A*	`conf`	CND-IDS: Continual Novelty Detection for Intrusion Detection Systems. DAC Sean Fuhrman, Onat Güngör, Tajana Rosing
2025	J	`jnl`	CND-IDS: Continual Novelty Detection for Intrusion Detection Systems. CoRR Sean Fuhrman, Onat Güngör, Tajana Rosing
2025	—	`conf`	DPQ-HD: Post-Training Compression for Ultra-Low Power Hyperdimensional Computing. ACM Great Lakes Symposium on VLSI Nilesh Prasad Pandey, Shriniwas Kulkarni, David Wang, Onat Güngör, Flavio Ponzina, Tajana Rosing
2025	J	`jnl`	DPQ-HD: Post-Training Compression for Ultra-Low Power Hyperdimensional Computing. CoRR Nilesh Prasad Pandey, Shriniwas Kulkarni, David Wang, Onat Güngör, Flavio Ponzina, Tajana Rosing
2025	—	`conf`	DYNAMITE: Dynamic Defense Selection for Enhancing Machine Learning-Based Intrusion Detection Against Adversarial Attacks. SP (Workshops) Jing Chen, Onat Güngör, Zhengli Shang, Elvin Li, Tajana Rosing
2025	J	`jnl`	DYNAMITE: Dynamic Defense Selection for Enhancing Machine Learning-based Intrusion Detection Against Adversarial Attacks. CoRR Jing Chen, Onat Güngör, Zhengli Shang, Elvin Li, Tajana Rosing
2025	B	`conf`	DailyLLM: Context-Aware Activity Log Generation Using Multi-Modal Sensors and LLMs. MASS Ye Tian, Xiaoyuan Ren, Zihao Wang, Onat Güngör, Xiaofan Yu, Tajana Rosing
2025	J	`jnl`	DailyLLM: Context-Aware Activity Log Generation Using Multi-Modal Sensors and LLMs. CoRR Ye Tian, Xiaoyuan Ren, Zihao Wang, Onat Güngör, Xiaofan Yu, Tajana Rosing
2025	—	`conf`	E-QUARTIC: Energy Efficient Edge Ensemble of Convolutional Neural Networks for Resource-Optimized Learning. ASP-DAC Le Zhang, Onat Güngör, Flavio Ponzina, Tajana Rosing
2025	J	`jnl`	EAGER: Edge-Aligned LLM Defense for Robust, Efficient, and Accurate Cybersecurity Question Answering. CoRR Onat Güngör, Roshan Sood, Jiasheng Zhou, Tajana Rosing
2025	C	`conf`	LIGHT-HIDS: A Lightweight and Effective Machine Learning-Based Framework for Robust Host Intrusion Detection. ICMLA Onat Güngör, Ishaan Kale, Jiasheng Zhou, Tajana Rosing
2025	J	`jnl`	LIGHT-HIDS: A Lightweight and Effective Machine Learning-Based Framework for Robust Host Intrusion Detection. CoRR Onat Güngör, Ishaan Kale, Jiasheng Zhou, Tajana Rosing
2025	Misc	`conf`	Offload Rethinking by Cloud Assistance for Efficient Environmental Sound Recognition on LPWANs. SenSys Le Zhang, Quanling Zhao, Run Wang, Shirley Bian, Onat Güngör, Flavio Ponzina, Tajana Rosing
2025	J	`jnl`	Offload Rethinking by Cloud Assistance for Efficient Environmental Sound Recognition on LPWANs. CoRR Le Zhang, Quanling Zhao, Run Wang, Shirley Bian, Onat Güngör, Flavio Ponzina, Tajana Rosing
2025	Misc	`conf`	Poster Abstract: Fine-grained Contextualized Activity Logs Generation based on Multi-Modal Sensor Data and LLM. SenSys Ye Tian, Onat Güngör, Xiaofan Yu, Tajana Rosing
2025	J	`jnl`	ReLATE+: Unified Framework for Adversarial Attack Detection, Classification, and Resilient Model Selection in Time-Series Classification. CoRR Cagla Ipek Kocal, Onat Güngör, Tajana Rosing, Baris Aksanli
2025	Misc	`conf`	ReLATE: Resilient Learner Selection for Multivariate Time-Series Classification Against Adversarial Attacks. CSR Cagla Ipek Kocal, Onat Güngör, Aaron Tartz, Tajana Rosing, Baris Aksanli
2025	J	`jnl`	ReLATE: Resilient Learner Selection for Multivariate Time-Series Classification Against Adversarial Attacks. CoRR Cagla Ipek Kocal, Onat Güngör, Aaron Tartz, Tajana Rosing, Baris Aksanli
2025	J	`jnl`	SAFE: Self-Supervised Anomaly Detection Framework for Intrusion Detection. CoRR Elvin Li, Zhengli Shang, Onat Güngör, Tajana Rosing
2025	J	`jnl`	SAGE: Sample-Aware Guarding Engine for Robust Intrusion Detection Against Adversarial Attacks. CoRR Jing Chen, Onat Güngör, Zhengli Shang, Tajana Rosing
2025	J	`jnl`	TS-OOD: Evaluating Time-Series Out-of-Distribution Detection and Prospective Directions for Progress. CoRR Onat Güngör, Amanda Sofie Rios, Nilesh A. Ahuja, Tajana Rosing
2024	Misc	`conf`	A CSR Onat Güngör, Tajana Rosing, Baris Aksanli
2024	—	`conf`	A Robust Framework for Evaluation of Unsupervised Time-Series Anomaly Detection. ICPR (26) Onat Güngör, Amanda Rios, Priyanka Mudgal, Nilesh A. Ahuja, Tajana Rosing
2024	J	`jnl`	E-QUARTIC: Energy Efficient Edge Ensemble of Convolutional Neural Networks for Resource-Optimized Learning. CoRR Le Zhang, Onat Güngör, Flavio Ponzina, Tajana Rosing
2024	A	`conf`	HDXpose: Harnessing Hyperdimensional Computing's Explainability for Adversarial Attacks. ICCAD Fatemeh Asgarinejad, Flavio Ponzina, Onat Güngör, Tajana Rosing, Baris Aksanli
2024	A	`conf`	ROLDEF: RObust Layered DEFense for Intrusion Detection Against Adversarial Attacks. DATE Onat Güngör, Tajana Rosing, Baris Aksanli
2024	Misc	`conf`	Rigorous Evaluation of Machine Learning-Based Intrusion Detection Against Adversarial Attacks. CSR Onat Güngör, Elvin Li, Zhengli Shang, Yutong Guo, Jing Chen, Johnathan Davis, Tajana Rosing
2023	—	`conf`	Adversarial-HD: Hyperdimensional Computing Adversarial Attack Design for Secure Industrial Internet of Things. CPS-IoT Week Workshops Onat Güngör, Tajana Rosing, Baris Aksanli
2023	—	`conf`	Analysis of Machine Learning Algorithms for Cyber Attack Detection in SCADA Power Systems. SmartNets Mitchell Timken, Onat Güngör, Tajana Rosing, Baris Aksanli
2023	J	`jnl`	DODEM: DOuble DEfense Mechanism Against Adversarial Attacks Towards Secure Industrial Internet of Things Analytics. CoRR Onat Güngör, Tajana Rosing, Baris Aksanli
2023	A	`conf`	HD-I-IoT: Hyperdimensional Computing for Resilient Industrial Internet of Things Analytics. DATE Onat Güngör, Tajana Rosing, Baris Aksanli
2023	A*	`conf`	Lightning Talk: Private and Secure Edge AI with Hyperdimensional Computing. DAC Xiaofan Yu, Minxuan Zhou, Fatemeh Asgarinejad, Onat Güngör, Baris Aksanli, Tajana Rosing
2022	—	`conf`	DENSE-DEFENSE: Diversity Promoting Ensemble Adversarial Training Towards Effective Defense. IEEE SENSORS Onat Güngör, Tajana Rosing, Baris Aksanli
2022	J	`jnl`	DOWELL: Diversity-Induced Optimally Weighted Ensemble Learner for Predictive Maintenance of Industrial Internet of Things Devices. IEEE Internet Things J. Onat Güngör, Tajana Rosing, Baris Aksanli
2022	J	`jnl`	RES-HD: Resilient Intelligent Fault Diagnosis Against Adversarial Attacks Using Hyper-Dimensional Computing. CoRR Onat Güngör, Tajana Rosing, Baris Aksanli
2022	J	`jnl`	STEWART: STacking Ensemble for White-Box AdversaRial Attacks Towards more resilient data-driven predictive maintenance. Comput. Ind. Onat Güngör, Tajana Rosing, Baris Aksanli
2021	—	`conf`	CAHEROS: Constraint-Aware HEuristic Approach for RObust Sensor Placement. IEEE SENSORS Onat Güngör, Tajana Rosing, Baris Aksanli
2021	—	`conf`	ENFES: ENsemble FEw-Shot Learning For Intelligent Fault Diagnosis with Limited Data. IEEE SENSORS Onat Güngör, Tajana Rosing, Baris Aksanli
2021	—	`conf`	OPELRUL: OPtimally Weighted Ensemble Learner for Remaining Useful Life Prediction. ICPHM Onat Güngör, Tajana Rosing, Baris Aksanli
2020	—	`conf`	LENARD: Lightweight ENsemble LeARner for MeDium-term Electricity Consumption Prediction. SmartGridComm Onat Güngör, Jake Garnier, Tajana Simunic Rosing, Baris Aksanli
2020	—	`conf`	RESPIRE: Robust Sensor Placement Optimization in Probabilistic Environments. IEEE SENSORS Onat Güngör, Tajana Simunic Rosing, Baris Aksanli
2019	J	`jnl`	Algorithm selection and combining multiple learners for residential energy prediction. Future Gener. Comput. Syst. Onat Güngör, Baris Aksanli, Reyhan Aydogan