Ren-Hung Hwang

ORCID

Publication Activity (10 Years)

Years Active: 1992-2024
Publications (10 Years): 101

Top Venues

Publications

Jing-Wen Ke, Ren-Hung Hwang, Chih-Yu Wang, Jian-Jhih Kuo, Wei-Yu Chen
Efficient RRH Activation Management for 5G V2X. IEEE Trans. Mob. Comput. 23 (2) (2024)
Edy Kristianto, Po-Ching Lin, Ren-Hung Hwang
Sustainable and lightweight domain-based intrusion detection system for in-vehicle network. Sustain. Comput. Informatics Syst. 41 (2024)
Chen-Kuo Chiang, Ying-Dar Lin, Ren-Hung Hwang, Po-Ching Lin, Shih-Ya Chang, Hao-Ting Li
Imperceptible adversarial attack via spectral sensitivity of human visual system. Multim. Tools Appl. 83 (20) (2024)
Van-Linh Nguyen, Ren-Hung Hwang, Bo-Chao Cheng, Ying-Dar Lin, Trung Q. Duong
Understanding Privacy Risks of High-Accuracy Radio Positioning and Sensing in Wireless Networks. IEEE Commun. Mag. 62 (5) (2024)
Hao-Ping Tsai, Van-Linh Nguyen, Nattapol Chiewnawintawat, Ren-Hung Hwang
SDT-IDS: Spatial Data Transformation for Elevating Intrusion Detection Efficiency in IoT Networks. ICC Workshops (2024)
Wei-Yu Chen, Chih-Yu Wang, Ren-Hung Hwang, Wen-Tsuen Chen, Sin-Yu Huang
Impact of Hardware Impairment on the Joint Reconfigurable Intelligent Surface and Robust Transceiver Design in MU-MIMO System. IEEE Trans. Mob. Comput. 23 (5) (2024)
Ying-Dar Lin, Shin-Yi Yang, Didik Sudyana, Fietyata Yudha, Yuan-Cheng Lai, Ren-Hung Hwang
Two-stage multi-datasource machine learning for attack technique and lifecycle detection. Comput. Secur. 142 (2024)
Shengshan Chen, Ren-Hung Hwang, Asad Ali, Ying-Dar Lin, Yu-Chih Wei, Tun-Wen Pai
Improving quality of indicators of compromise using STIX graphs. Comput. Secur. 144 (2024)
Ren-Hung Hwang, Yuan-Cheng Lai, Ying-Dar Lin
Queue-Length-Based Offloading for Delay Sensitive Applications in Federated Cloud-Edge-Fog Systems. CCNC (2024)
Van-Linh Nguyen, Lan-Huong Nguyen, Jian-Jhih Kuo, Po-Ching Lin, Ren-Hung Hwang
Intelligent Aerial Relay Deployment for Enhancing Connectivity in Emergency Communications. IEEE Trans. Veh. Technol. 73 (6) (2024)
Van-Linh Nguyen, Lan-Huong Nguyen, Po-Ching Lin, Ren-Hung Hwang
Deep Learning-Based Localization and Outlier Removal Integration Model for Indoor Surveillance. ICC (2023)
Ying-Dar Lin, Yuan-Cheng Lai, Didik Sudyana, Ren-Hung Hwang
Artificial Intelligence for Internet of Things as a Service: Small or Big Data, Private or Public Model, Centralized or Federated Learning? Computer 56 (12) (2023)
Van-Linh Nguyen, Ren-Hung Hwang, Po-Ching Lin, Abhishek Vyas, Van-Tao Nguyen
Toward the Age of Intelligent Vehicular Networks for Connected and Autonomous Vehicles in 6G. IEEE Netw. 37 (3) (2023)
Ren-Hung Hwang, Chieh-Lun Lee, Ying-Dar Lin, Po-Ching Lin, Hsiao-Kuang Wu, Yuan-Cheng Lai, C. K. Chen
Host-based intrusion detection with multi-datasource and deep learning. J. Inf. Secur. Appl. 78 (2023)
Yan-Hao Wang, Hao-Ping Tsai, Hong-Yi Chen, Van-Linh Nguyen, Ren-Hung Hwang
Efficient AutoDL for Generating Denial-of-Service Defense Models in the Internet of Things. GLOBECOM (2023)
Ren-Hung Hwang, Faysal Marzuk, Marek Sikora, Piotr Cholda, Ying-Dar Lin
Resource Management in LADNs Supporting 5G V2X Communications. IEEE Access 11 (2023)
Wei-Yu Chen, Po-Yu Chou, Chih-Yu Wang, Ren-Hung Hwang, Wen-Tsuen Chen
Dual Pricing Optimization for Live Video Streaming in Mobile Edge Computing With Joint User Association and Resource Management. IEEE Trans. Mob. Comput. 22 (2) (2023)
Jia-You Lin, Ping-Hung Chou, Ren-Hung Hwang
Dynamic Resource Allocation for Network Slicing with Multi-Tenants in 5G Two-Tier Networks. Sensors 23 (10) (2023)
Shang-Huan Wu, Ren-Hung Hwang, Chih-Yu Wang, Ching-Hsuan Chou
Deep Reinforcement Learning Based Resource Allocation for 5G V2V Groupcast Communications. ICNC (2023)
Ren-Hung Hwang, Chia-Yun Hsu, Jian-Jhih Kuo
Socially-Aware Decentralized Learning for Intrusion Detection Systems With Imbalanced Non-IID Data. GLOBECOM (2023)
Ren-Hung Hwang, Jia-You Lin, Sun-Ying Hsieh, Hsuan-Yu Lin, Chia-Liang Lin
Adversarial Patch Attacks on Deep-Learning-Based Face Recognition Systems Using Generative Adversarial Networks. Sensors 23 (2) (2023)
Po-Ching Lin, Wen-Hao Hsu, Ying-Dar Lin, Ren-Hung Hwang, Hsiao-Kuang Wu, Yuan-Cheng Lai, Chung-Kuan Chen
Correlation of cyber threat intelligence with sightings for intelligence assessment and augmentation. Comput. Networks 228 (2023)
Shengshan Chen, Ren-Hung Hwang, Chin-Yu Sun, Ying-Dar Lin, Tun-Wen Pai
Enhancing Cyber Threat Intelligence with Named Entity Recognition Using BERT-CRF. GLOBECOM (2023)
Edy Kristianto, Po-Ching Lin, Ren-Hung Hwang
Misbehavior detection system with semi-supervised federated learning. Veh. Commun. 41 (2023)
Van-Linh Nguyen, Lan-Huong Nguyen, Ren-Hung Hwang, Jian-Jhih Kuo, Po-Ching Lin
Efficient Aerial Relaying Station Path Planning for Emergency Event-based Communications. CCNC (2023)
Van-Linh Nguyen, Harry Wong Hung-Jun, Yu-Chia Lin, Ren-Hung Hwang
Efficient Spatial-Temporal Angle-Delay Analysis Scheme for Massive MIMO Indoor Tracking. ICC (2023)
Yuan-Cheng Lai, Jheng-Yan Lin, Ying-Dar Lin, Ren-Hung Hwang, Po-Chin Lin, Hsiao-Kuang Wu, Chung-Kuan Chen
Two-phase Defense Against Poisoning Attacks on Federated Learning-based Intrusion Detection. Comput. Secur. 129 (2023)
Kuan-Lin Chen, Wei-Yu Chen, Ren-Hung Hwang
Optimizing Resource Allocation With High-Reliability Constraint for Multicasting Automotive Messages in 5G NR C-V2X Networks. IEEE Trans. Veh. Technol. 72 (4) (2023)
Edy Kristianto, Po-Ching Lin, Ren-Hung Hwang
Domain-Specific Anomaly Detection for In-Vehicle Networks. ICS (2022)
Ying-Dar Lin, Zi-Qiang Liu, Ren-Hung Hwang, Van-Linh Nguyen, Po-Ching Lin, Yuan-Cheng Lai
Machine Learning With Variational AutoEncoder for Imbalanced Datasets in Intrusion Detection. IEEE Access 10 (2022)
Van-Linh Nguyen, Ren-Hung Hwang, Po-Ching Lin
Controllable Path Planning and Traffic Scheduling for Emergency Services in the Internet of Vehicles. IEEE Trans. Intell. Transp. Syst. 23 (8) (2022)
Chia-Che Tsai, Chia-Yiu Lin, Van-Linh Nguyen, Ren-Hung Hwang
Efficient Traffic Coordination for Resolving Temporary Bottlenecks on the Multi-lane Freeways. ICC (2022)
Ying-Dar Lin, Ze-Yu Wang, Po-Ching Lin, Van-Linh Nguyen, Ren-Hung Hwang, Yuan-Cheng Lai
Multi-datasource machine learning in intrusion detection: Packet flows, system logs and host statistics. J. Inf. Secur. Appl. 68 (2022)
Lo-Yao Yeh, Nong-Xiang Shen, Ren-Hung Hwang
Blockchain-Based Privacy-Preserving and Sustainable Data Query Service Over 5G-VANETs. IEEE Trans. Intell. Transp. Syst. 23 (9) (2022)
Po-Yu Chou, Wei-Yu Chen, Chih-Yu Wang, Ren-Hung Hwang, Wen-Tsuen Chen
Pricing-Based Deep Reinforcement Learning for Live Video Streaming With Joint User Association and Resource Management in Mobile Edge Computing. IEEE Trans. Wirel. Commun. 21 (6) (2022)
Kuan-Lin Chen, Wei-Yu Chen, Ren-Hung Hwang
Optimizing Resource Allocation with High-Reliability Constraint for Multicasting Automotive Messages in 5G NR C-V2X Networks. CoRR (2022)
Van-Linh Nguyen, Ren-Hung Hwang, Po-Ching Lin, Abhishek Vyas, Van-Tao Nguyen
Towards the Age of Intelligent Vehicular Networks for Connected and Autonomous Vehicles in 6G. CoRR (2022)
Tin-Yu Wu, Ren-Hung Hwang, Abhishek Vyas, Chia-Yiu Lin, Chi-Ruei Huang
Persistent Periodic Uplink Scheduling Algorithm for Massive NB-IoT Devices. Sensors 22 (8) (2022)
Ying-Dar Lin, Jehoshua-Hanky Pratama, Didik Sudyana, Yuan-Cheng Lai, Ren-Hung Hwang, Po-Ching Lin, Hsuan-Yu Lin, Wei-Bin Lee, Chen-Kuo Chiang
ELAT: Ensemble Learning with Adversarial Training in defending against evaded intrusions. J. Inf. Secur. Appl. 71 (2022)
Yao-Chun Wang, Ren-Hung Hwang, Ying-Dar Lin
Low-Latency Service Chaining With Predefined NSH-Based Multipath Across Multiple Datacenters. IEEE Trans. Netw. Serv. Manag. 19 (4) (2022)
Lan-Huong Nguyen, Ren-Hung Hwang, Po-Ching Lin, Van-Linh Nguyen, Jian-Jhih Kuo
Robust Positioning-based Verification Scheme for Enhancing Reliability of Vehicle Platoon Control. VTC Fall (2021)
Huu-Khoi Bui, Ying-Dar Lin, Ren-Hung Hwang, Po-Ching Lin, Van-Linh Nguyen, Yuan-Cheng Lai
CREME: A toolchain of automatic dataset collection for machine learning in intrusion detection. J. Netw. Comput. Appl. 193 (2021)
Ren-Hung Hwang, Van-Linh Nguyen, Chia-Che Tsai, Po-Ching Lin
Platoon-based Vehicle Coordination Scheme for Resolving Sudden Traffic Jam in the IoV Era. VTC Fall (2021)
Ren-Hung Hwang, Yuan-Cheng Lai, Ying-Dar Lin
Offloading Optimization with Delay Distribution in the 3-tier Federated Cloud, Edge, and Fog Systems. CoRR (2021)
Van-Linh Nguyen, Po-Ching Lin, Bo-Chao Cheng, Ren-Hung Hwang, Ying-Dar Lin
Security and Privacy for 6G: A Survey on Prospective Technologies and Challenges. IEEE Commun. Surv. Tutorials 23 (4) (2021)
Yun-Hao Ye, Zhi-Yang Lin, Chih-Chiung Yao, Lan-Huong Nguyen, Jian-Jhih Kuo, Ren-Hung Hwang
Efficient Multi-Maneuver Platooning Framework for Autonomous Vehicles on Multi-Lane Highways. VTC Fall (2021)
Ren-Hung Hwang, Yuan-Cheng Lai, Ying-Dar Lin
Offloading Optimization with Delay Constraint in the 3-tier Federated Cloud, Edge, and Fog Systems. GLOBECOM (2021)
Van-Linh Nguyen, Po-Ching Lin, Bo-Chao Cheng, Ren-Hung Hwang, Ying-Dar Lin
Security and privacy for 6G: A survey on prospective technologies and challenges. CoRR (2021)
Haotian Zhang, Haorui Ji, Aotian Zheng, Jenq-Neng Hwang, Ren-Hung Hwang
Monocular 3D Localization of Vehicles in Road Scenes. ICCVW (2021)
Yan-Chun Chen, Ren-Hung Hwang, Mu-Yen Chen, Chih-Chin Wen, Chih-Ping Hsu
Screw Slot Quality Inspection System Based on Tactile Network. ACM Trans. Internet Techn. 21 (4) (2021)
Cheng-Wei Ching, Hung-Sheng Huang, Chun-An Yang, Jian-Jhih Kuo, Ren-Hung Hwang
Efficient Online Decentralized Learning Framework for Social Internet of Things. GLOBECOM (2021)
Ren-Hung Hwang, Chih-Yu Wang, Jenq-Neng Hwang, Yu-Ren Lin, Wei-Yu Chen
Optimizing Live Layered Video Multicasting Over LTE With Mobile Edge Computing. IEEE Trans. Veh. Technol. 69 (10) (2020)
Ren-Hung Hwang, Min-Chun Peng, Cheng-Yu Wu, Satheesh Abimannan
A novel RPL-based multicast routing mechanism for wireless sensor networks. Int. J. Ad Hoc Ubiquitous Comput. 33 (2) (2020)
Ren-Hung Hwang, Min-Chun Peng, Chien-Wei Huang, Po-Ching Lin, Van Linh Nguyen
An Unsupervised Deep Learning Model for Early Network Traffic Anomaly Detection. IEEE Access 8 (2020)
Yi-Hsuan Hung, Chih-Yu Wang, Ren-Hung Hwang
Optimizing Social Welfare of Live Video Streaming Services in Mobile Edge Computing. IEEE Trans. Mob. Comput. 19 (4) (2020)
Van Linh Nguyen, Po-Ching Lin, Ren-Hung Hwang
Enhancing Misbehavior Detection in 5G Vehicle-to-Vehicle Communications. IEEE Trans. Veh. Technol. 69 (9) (2020)
Phi Le Nguyen, Ren-Hung Hwang, Pham Minh Khiem, Kien Nguyen, Ying-Dar Lin
Modeling and Minimizing Latency in Three-tier V2X Networks. GLOBECOM (2020)
Po-Yu Chou, Wei-Yu Chen, Chih-Yu Wang, Ren-Hung Hwang, Wen-Tsuen Chen
Deep Reinforcement Learning for MEC Streaming with Joint User Association and Resource Management. ICC (2020)
Ren-Hung Hwang, Md. Muktadirul Islam, Md. Asif Tanvir, Md. Shohrab Hossain, Ying-Dar Lin
Communication and Computation Offloading for 5G V2X: Modeling and Optimization. GLOBECOM (2020)
Van Linh Nguyen, Po-Ching Lin, Ren-Hung Hwang
A Beamforming Signal-Based Verification Scheme for Data Sharing in 5G Vehicular Networks. IEEE Access 8 (2020)
Wei-Yu Chen, Po-Yu Chou, Chih-Yu Wang, Ren-Hung Hwang, Wen-Tsuen Chen
Live Video Streaming with Joint User Association and Caching Placement in Mobile Edge Computing. ICNC (2020)
Ren-Hung Hwang, Faysal Marzuk, Marek Sikora, Piotr Cholda, Ying-Dar Lin
Resource Management in LADNs Supporting 5G V2X Communications. VTC Fall (2020)
Chin-Feng Lai, Ying-Hsun Lai, Ren-Hung Hwang, Tien-Chi Huang
Physiological signals anticipatory computing for individual emotional state and creativity thinking. Comput. Hum. Behav. 101 (2019)
Ren-Hung Hwang, Min-Chun Peng, Bo-Hao Tu
Uplink Access Control in Narrowband IoT. IOV (2019)
Van Linh Nguyen, Po-Ching Lin, Ren-Hung Hwang
Multi-Array Relative Positioning for Verifying the Truthfulness of V2X Messages. IEEE Commun. Lett. 23 (10) (2019)
Van Linh Nguyen, Po-Ching Lin, Ren-Hung Hwang
Energy Depletion Attacks in Low Power Wireless Networks. IEEE Access 7 (2019)
Van Linh Nguyen, Po-Ching Lin, Ren-Hung Hwang
Preventing the attempts of abusing cheap-hosting Web-servers for monetization attacks. CoRR (2019)
Van Linh Nguyen, Po-Ching Lin, Ren-Hung Hwang
Physical signal-driven fusion for V2X misbehavior detection. VNC (2019)
Ben-Jye Chang, Ren-Hung Hwang, Yueh-Lin Tsai, Bo-Han Yu, Ying-Hsin Liang
Cooperative Adaptive Driving for Platooning Autonomous Self Driving Based on Edge Computing. Int. J. Appl. Math. Comput. Sci. 29 (2) (2019)
Ren-Hung Hwang, Min-Chun Peng, Chien-Wei Huang
Detecting IoT Malicious Traffic Based on Autoencoder and Convolutional Neural Network. GLOBECOM Workshops (2019)
Ren-Hung Hwang, Hsin-Tung Lin, Jerry Chih-Yuan Sun, Jang-Jiin Wu
Improving Learning Achievement in Science Education for Elementary School Students via Blended Learning. Int. J. Online Pedagog. Course Des. 9 (2) (2019)
Van Linh Nguyen, Po-Ching Lin, Ren-Hung Hwang
Web attacks: defeating monetisation attempts. Netw. Secur. 2019 (5) (2019)
Yi-Hsuan Hung, Chih-Yu Wang, Ren-Hung Hwang
Combinatorial clock auction for live video streaming in mobile edge computing. INFOCOM Workshops (2018)
Van Linh Nguyen, Po-Ching Lin, Ren-Hung Hwang
MECPASS: Distributed Denial of Service Defense Architecture for Mobile Networks. IEEE Netw. 32 (1) (2018)
Chih-Chiang Wang, Ying-Dar Lin, Jang-Jiin Wu, Po-Ching Lin, Ren-Hung Hwang
Toward Optimal Resource Allocation of Virtualized Network Functions for Hierarchical Datacenters. IEEE Trans. Netw. Serv. Manag. 15 (4) (2018)
Chin-Feng Lai, Shih-Yeh Chen, Ren-Hung Hwang
A Resilient Power Fingerprinting Selection Mechanism of Device Load Recognition for Trusted Industrial Internet of Things. IEEE Trans. Ind. Informatics 14 (8) (2018)
Jui-Hung Chang, Yin Chung Leung, Ren-Hung Hwang
A Survey and Implementation on Neural Network Visualization. I-SPAN (2018)
Ren-Hung Hwang, Van-Linh Nguyen, Po-Ching Lin
StateFit: A Security Framework for SDN Programmable Data Plane Model. I-SPAN (2018)
Chin-Feng Lai, Ren-Hung Hwang, Han-Chieh Chao
A QoS Aware Resource Allocation Strategy for Mobile Graphics Rendering With Cloud Support. IEEE Trans. Circuits Syst. Video Technol. 27 (1) (2017)
Ren-Hung Hwang, Pao-Ann Hsiung, Yau-Jane Chen, Chin-Feng Lai
Innovative Project-Based Learning. SETE@ICWL (2017)
Ren-Hung Hwang, Chih-Chiang Wang, Wu-Bin Wang
A Distributed Scheduling Algorithm for IEEE 802.15.4e Wireless Sensor Networks. Comput. Stand. Interfaces 52 (2017)
Jui-Hung Chang, Chien-Yuan Tseng, Ren-Hung Hwang, Mi-Chia Ma
Using ANN to Analyze the Correlation Between Tourism-Related Hot Words and Tourist Numbers: A Case Study in Japan. SC² (2017)
Po-Ching Lin, Yu-Ting Hsu, Ren-Hung Hwang
Detecting and Preventing DDoS Attacks in SDN-Based Data Center Networks. ICCCS (2) (2017)
Jui-Hung Chang, Ren-Hung Hwang, Hung-Hsi Chiang
Satisfaction Analysis for Agricultural Worker Digital Course Learning Platform. SETE@ICWL (2017)
Shih-Yeh Chen, Chin-Feng Lai, Ren-Hung Hwang, Chu-Sing Yang, Ming-Shi Wang
Inference of Learning Creative Characteristics by Analysis of EEG Signal. SETE@ICWL (2017)
Chin-Feng Lai, Ren-Hung Hwang, Ying-Hsun Lai
An Intelligent Body Posture Analysis Model Using Multi-Sensors for Long-Term Physical Rehabilitation. J. Medical Syst. 41 (4) (2017)
Jui-Hung Chang, Chien-Yuan Tseng, Hung-Hsi Chiang, Ren-Hung Hwang
Analysis of Influential Factors in Secondary PM2.5 by K-Medoids and Correlation Coefficient. SC² (2017)
Jui-Hung Chang, Chien-Yuan Tseng, Ren-Hung Hwang
Construction of Efficient Cloud-Based Digital Course Learning Platform for Agricultural Worker. SETE@ICWL (2016)
Chin-Feng Lai, Dong-Yu Song, Ren-Hung Hwang, Ying-Xun Lai
A QoS-aware streaming service over fog computing infrastructures. DMIAF (2016)
Ren-Hung Hwang, Chi-Fu Huang, Huang-Wei Lin, Jang-Jiin Wu
Uplink access control for machine-type communications in LTE-A networks. Pers. Ubiquitous Comput. 20 (6) (2016)
Chin-Feng Lai, Chun-Wei Tsai, Shih-Yeh Chen, Ren-Hung Hwang, Chu-Sing Yang
An Intelligent Concept Map for e-book via Automatic Keyword Extraction. SETE@ICWL (2016)
Sing-Chi Chen, Ren-Hung Hwang
A Scalable Integrated SDN and OpenStack Management System. CIT (2016)
Ren-Hung Hwang, Yu-Ling Hsueh, Jang-Jiin Wu, Fu-Hui Huang
SocialHide: A generic distributed framework for location privacy protection. J. Netw. Comput. Appl. 76 (2016)
Ren-Hung Hwang, Huei-Ping Tseng, Yu-Chi Tang
Design of SDN-Enabled Cloud Data Center. SmartCity (2015)
Chin-Feng Lai, Ren-Hung Hwang, Han-Chieh Chao, Mohammad Mehedi Hassan, Atif Alamri
A buffer-aware HTTP live streaming approach for SDN-enabled 5G wireless networks. IEEE Netw. 29 (1) (2015)
Yen-Hsiung Tseng, Ren-Hung Hwang, Chin-Feng Lai, Cheng-Yu Hou
Optimal Sink Placement in M2M over LTE Networks. SmartCity (2015)
Wu-Ping Wang, Ren-Hung Hwang
A Distributed Scheduling Algorithm for IEEE 802.15.4e Networks. SmartCity (2015)
Cheng-Hsien Lin, Ren-Hung Hwang, Jang-Jiin Wu, Jeng-Farn Lee, Ying-Dar Lin
Integration of Spatial Reuse and Allocation for Downlink Broadcast in LTE-Advanced and WiMAX Relay Networks. IEEE Trans. Veh. Technol. 64 (11) (2015)
Ren-Hung Hwang, Yu-Ling Hsueh, Yu-Ting Chen
An effective taxi recommender system based on a spatio-temporal factor analysis model. Inf. Sci. 314 (2015)
Ren-Hung Hwang, Chi-Fu Huang, Cheng-Hsien Lin, Chih-Yang Chung
Context-aware multimedia broadcast and multicast service area planning in 4G networks. Comput. Commun. 64 (2015)

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Publication Activity (10 Years)

Top Topics

Top Venues

Ren-Hung Hwang