Murat Simsek

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 66

Top Topics

Intrusion Detection

Data Aggregation

Top Venues

Publications

Murat Simsek, Azzedine Boukerche, Burak Kantarci, Rahman Bitirgen, Muhsin Hancer, Ismail Bayezit
Dynamic Artificial Neural Network-Assisted GPS-Less Navigation for IoT-Enabled Drones. IEEE Internet Things Mag. 7 (3) (2024)
Zhiyan Chen, Murat Simsek, Burak Kantarci, Mehran Bagheri, Petar Djukic
Machine learning-enabled hybrid intrusion detection system with host data transformation and an advanced two-stage classifier. Comput. Networks 250 (2024)
Johan Fernandes, Bin Xiao, Murat Simsek, Burak Kantarci, Shahzad Khan, Ala Abu Alkheir
TableStrRec: framework for table structure recognition in data sheet images. Int. J. Document Anal. Recognit. 27 (2) (2024)
Parisa Fard Moshiri, Murat Simsek, Burak Kantarci
On the Interplay Between Network Metrics and Performance of Mobile Edge Offloading. CoRR (2024)
Parisa Fard Moshiri, Murat Simsek, Burak Kantarci
Joint Optimization of Completion Ratio and Latency of Offloaded Tasks with Multiple Priority Levels in 5G Edge. CoRR (2024)
Bin Xiao, Murat Simsek, Burak Kantarci, Ala Abu Alkheir
Table detection for visually rich document images. Knowl. Based Syst. 282 (2023)
Murat Simsek, Burak Kantarci, Azzedine Boukerche
Utility-Aware Legitimacy Detection of Mobile Crowdsensing Tasks via Knowledge-Based Self Organizing Feature Map. IEEE Trans. Mob. Comput. 22 (6) (2023)
Jinxin Liu, Murat Simsek, Michele Nogueira, Burak Kantarci
Multidomain transformer-based deep learning for early detection of network intrusion. GLOBECOM (2023)
Bin Xiao, Yakup Akkaya, Murat Simsek, Burak Kantarci, Ala Abu Alkheir
Multi-Modal OCR System for the ICT Global Supply Chain. ICC (2023)
Zhiyan Chen, Murat Simsek, Burak Kantarci, Mehran Bagheri, Petar Djukic
Host-Based Network Intrusion Detection via Feature Flattening and Two-stage Collaborative Classifier. CoRR (2023)
Yu Shen, Murat Simsek, Burak Kantarci, Hussein T. Mouftah, Mehran Bagheri, Petar Djukic
Knowledge-Based Zero-Touch Security under Host and Network Flow Features Merger. ICC (2023)
Bin Xiao, Murat Simsek, Burak Kantarci, Ala Abu Alkheir
Rethinking Detection Based Table Structure Recognition for Visually Rich Documents. CoRR (2023)
Bin Xiao, Murat Simsek, Burak Kantarci, Ala Abu Alkheir
Revisiting Table Detection Datasets for Visually Rich Documents. CoRR (2023)
Murat Arda Onsu, Murat Simsek, Burak Kantarci
Anomalous Behaviour Detection via Event-Based Metric with Sequential Tracking in a V2X Environment. GLOBECOM (2023)
Zhiyan Chen, Jinxin Liu, Yu Shen, Murat Simsek, Burak Kantarci, Hussein T. Mouftah, Petar Djukic
Machine Learning-Enabled IoT Security: Open Issues and Challenges Under Advanced Persistent Threats. ACM Comput. Surv. 55 (5) (2023)
Bin Xiao, Murat Simsek, Burak Kantarci, Ala Abu Alkheir
Table Detection for Visually Rich Document Images. CoRR (2023)
Jinxin Liu, Murat Simsek, Michele Nogueira, Burak Kantarci
Multidomain transformer-based deep learning for early detection of network intrusion. CoRR (2023)
Mohsen Shahbazi, Murat Simsek, Burak Kantarci
AI-enabled cluster head selection through modified density based clustering in Aeronautical Ad Hoc Networks. Ad Hoc Networks 148 (2023)
Jinxin Liu, Yu Shen, Murat Simsek, Burak Kantarci, Hussein T. Mouftah, Mehran Bagheri, Petar Djukic
A New Realistic Benchmark for Advanced Persistent Threats in Network Traffic. IEEE Netw. Lett. 4 (3) (2022)
Jinxin Liu, Murat Simsek, Burak Kantarci, Mehran Bagheri, Petar Djukic
Collaborative Feature Maps of Networks and Hosts for AI-driven Intrusion Detection. GLOBECOM (2022)
Bin Xiao, Murat Simsek, Burak Kantarci, Ala Abu Alkheir
Handling big tabular data of ICT supply chains: a multi-task, machine-interpretable approach. CoRR (2022)
Johan Fernandes, Murat Simsek, Burak Kantarci, Shahzad Khan
TableDet: An end-to-end deep learning approach for table detection and table image classification in data sheet images. Neurocomputing 468 (2022)
Murat Simsek, Burak Kantarci, Azzedine Boukerche
Collaborative Self Organizing Map with DeepNNs for Fake Task Prevention in Mobile Crowdsensing. ICC (2022)
Bin Xiao, Yakup Akkaya, Murat Simsek, Burak Kantarci, Ala Abu Alkheir
Efficient Information Sharing in ICT Supply Chain Social Network via Table Structure Recognition. GLOBECOM (2022)
Murat Simsek, Burak Kantarci, Azzedine Boukerche
Collaborative Self Organizing Map with DeepNNs for Fake Task Prevention in Mobile Crowdsensing. CoRR (2022)
Bin Xiao, Murat Simsek, Burak Kantarci, Ala Abu Alkheir
Handling big tabular data of ICT supply chains: a multi-task, machine-interpretable approach. GLOBECOM (2022)
Bin Xiao, Yakup Akkaya, Murat Simsek, Burak Kantarci, Ala Abu Alkheir
Efficient Information Sharing in ICT Supply Chain Social Network via Table Structure Recognition. CoRR (2022)
Yu Shen, Murat Simsek, Burak Kantarci, Hussein T. Mouftah, Mehran Bagheri, Petar Djukic
Prior Knowledge based Advanced Persistent Threats Detection for IoT in a Realistic Benchmark. CoRR (2022)
Yakup Akkaya, Murat Simsek, Burak Kantarci, Shahzad Khan
On cropped versus uncropped training sets in tabular structure detection. Neurocomputing 513 (2022)
Zhiyan Chen, Jinxin Liu, Yu Shen, Murat Simsek, Burak Kantarci, Hussein T. Mouftah, Petar Djukic
Machine Learning-Enabled IoT Security: Open Issues and Challenges Under Advanced Persistent Threats. CoRR (2022)
Bin Xiao, Murat Simsek, Burak Kantarci, Ala Abu Alkheir
Table Structure Recognition with Conditional Attention. CoRR (2022)
Murat Simsek, Burak Kantarci, Azzedine Boukerche, Shahzad Khan
Machine Learning-Backed Planning of Rapid COVID-19 Tests With Autonomous Vehicles With Zero-Day Considerations. IEEE Trans. Emerg. Top. Comput. Intell. 6 (1) (2022)
Yu Shen, Murat Simsek, Burak Kantarci, Hussein T. Mouftah, Mehran Bagheri, Petar Djukic
Prior Knowledge based Advanced Persistent Threats Detection for IoT in a Realistic Benchmark. GLOBECOM (2022)
Jinxin Liu, Murat Simsek, Burak Kantarci, Mehran Bagheri, Petar Djukic
Collaborative Feature Maps of Networks and Hosts for AI-driven Intrusion Detection. CoRR (2022)
Jinxin Liu, Murat Simsek, Burak Kantarci, Melike Erol-Kantarci, Andrew J. Malton, Andrew Walenstein
Risk-Aware Fine-Grained Access Control in Cyber-Physical Contexts. CoRR (2021)
Zhiyan Chen, Murat Simsek, Burak Kantarci
Federated Learning-Based Risk-Aware Decision toMitigate Fake Task Impacts on CrowdsensingPlatforms. CoRR (2021)
Murat Simsek, Ediz Polat
Performance evaluation of pan-sharpening and dictionary learning methods for sparse representation of hyperspectral super-resolution. Signal Image Video Process. 15 (6) (2021)
Zhiyan Chen, Murat Simsek, Burak Kantarci
Federated Learning-Based Risk-Aware Decision to Mitigate Fake Task Impacts on Crowdsensing Platforms. ICC (2021)
Zhiyan Chen, Murat Simsek, Burak Kantarci, Petar Djukic
All Predict Wisest Decides: A Novel Ensemble Method to Detect Intrusive Traffic in IoT Networks. GLOBECOM (2021)
Murat Simsek, Azzedine Boukerche, Burak Kantarci, Shahzad Khan
AI-driven autonomous vehicles as COVID-19 assessment centers: A novel crowdsensing-enabled strategy. Pervasive Mob. Comput. 75 (2021)
Yakup Akkaya, Murat Simsek, Burak Kantarci, Shahzad Khan
On Cropped versus Uncropped Training Sets in Tabular Structure Detection. CoRR (2021)
Yueqian Zhang, Murat Simsek, Burak Kantarci
Empowering Self-Organized Feature Maps for AI-Enabled Modeling of Fake Task Submissions to Mobile Crowdsensing Platforms. IEEE Internet Things J. 8 (3) (2021)
Nima Taherifard, Murat Simsek, Charles Lascelles, Burak Kantarci
Prior Knowledge Input to Improve LSTM Auto-encoder-based Characterization of Vehicular Sensing Data. ICC (2021)
JiChu Jiang, Murat Simsek, Burak Kantarci, Shahzad Khan
TabCellNet: Deep learning-based tabular cell structure detection. Neurocomputing 440 (2021)
Halil Deniz, Murat Simsek, Burak Kantarci
On Delay Sensitivity Clusters of Microgrid Data Aggregation Under LTE-A Links. BlackSeaCom (2021)
Ertugrul Kara, Mark Traquair, Murat Simsek, Burak Kantarci, Shahzad Khan
Holistic design for deep learning-based discovery of tabular structures in datasheet images. Eng. Appl. Artif. Intell. 90 (2020)
Murat Simsek, Burak Kantarci, Yueqian Zhang
Detecting Fake Mobile Crowdsensing Tasks: Ensemble Methods Under Limited Data. IEEE Veh. Technol. Mag. 15 (3) (2020)
Murat Simsek, Ahmed Omara, Burak Kantarci
Cost-aware Data Aggregation and Energy Decentralization with Electrical Vehicles in Microgrids through LTE Links. BlackSeaCom (2020)
Xuankai Chen, Murat Simsek, Burak Kantarci
Locally reconfigurable Self Organizing Feature Map for high impact malicious tasks submission in Mobile Crowdsensing. Internet Things 12 (2020)
Zhiyan Chen, Murat Simsek, Burak Kantarci
Region-Aware Bagging and Deep Learning-Based Fake Task Detection in Mobile Crowdsensing Platforms. GLOBECOM (2020)
JiChu Jiang, Murat Simsek, Burak Kantarci, Shahzad Khan
High Precision Deep Learning-Based Tabular Position Detection. ISCC (2020)
Murat Simsek, Burak Kantarci, Azzedine Boukerche
Knowledge-Based Machine Learning Boosting for Adversarial Task Detection in Mobile Crowdsensing. ISCC (2020)
Zhiyan Chen, Yueqian Zhang, Murat Simsek, Burak Kantarci
Deep Belief Network-based Fake Task Mitigation for Mobile Crowdsensing under Data Scarcity. ICC (2020)
Nima Taherifard, Murat Simsek, Charles Lascelles, Burak Kantarci
Machine Learning-Driven Event Characterization under Scarce Vehicular Sensing Data. CAMAD (2020)
Venkat Surya Dasari, Murat Simsek, Burak Kantarci
Participant Comfort Adaptation in Dependable Mobile Crowdsensing Services. MobileCloud (2020)
Murat Simsek, Burak Kantarci, Azzedine Boukerche
Self Organizing Feature Map-Integrated Knowledge-Based Deep Network Against Fake Crowdsensing Tasks. GLOBECOM (2020)
Yueqian Zhang, Murat Simsek, Burak Kantarci
Ensemble Learning Against Adversarial AI-driven Fake Task Submission in Mobile Crowdsensing. ICC (2020)
Venkat Surya Dasari, Burak Kantarci, Murat Simsek
Trustworthiness and Comfort-Aware Participant Recruitment for Mobile Crowd-Sensing in Smart Environments. ISCC (2019)
Ankkita Sood, Murat Simsek, Yueqian Zhang, Burak Kantarci
Deep Learning-Based Detection of Fake Task Injection in Mobile Crowdsensing. GlobalSIP (2019)
Yueqian Zhang, Murat Simsek, Burak Kantarci
Self Organizing Feature Map for Fake Task Attack Modelling in Mobile Crowdsensing. GLOBECOM (2019)
Nima Taherifard, Murat Simsek, Burak Kantarci
Bridging Connected Vehicles with Artificial Intelligence for Smart First Responder Services. GlobalSIP (2019)
Kyle Quintal, Ertugrul Kara, Murat Simsek, Burak Kantarci, Herna L. Viktor
Sensory Data-Driven Modeling of Adversaries in Mobile Crowdsensing Platforms. GLOBECOM (2019)
Yueqian Zhang, Murat Simsek, Burak Kantarci
Machine Learning-based Prevention of Battery-oriented Illegitimate Task Injection in Mobile Crowdsensing. WiseML@WiSec (2019)
Murat Simsek, Fikret Yalcinkaya, Rifat Ugurlutan
Wide area scanning Trap Camera System with multi-cameras and distinctive motion detection sensor. SIU (2018)
Thomas Schweizer, Murat Simsek, Oliver Bringmann, Wolfgang Rosenstiel
Eine Tcl-basierte Methode zur Fehlerinjektion und Fehlereffektsimulation/-emulation auf Xilinx-FPGAs. MBMV (2016)
Murat Simsek, Ediz Polat
Sparse representation-based dictionary learning methods for hyperspectral super-resolution. SIU (2016)
Murat Simsek, Ediz Polat
The effect of dictionary learning algorithms on super-resolution hyperspectral reconstruction. ICAT (2015)
Murat Simsek
Developing 3-step modeling strategy exploiting knowledge based techniques. ECCTD (2011)
Murat Simsek, Qi-Jun Zhang, Humayun Kabir, Yazi Cao, Neslihan Serap Sengör
The recent developments in microwave design. Int. J. Math. Model. Numer. Optimisation 2 (2) (2011)
Murat Simsek, Qi-Jun Zhang, Humayun Kabir, Yazi Cao, Neslihan Serap Sengör
The recent developments in knowledge based neural modeling. ICCS (1) (2010)
Murat Simsek, Neslihan Serap Sengör
An efficient inverse ANN modeling approach using prior knowledge input with difference method. ECCTD (2009)