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ORCIDMurat Simsek
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Publications
- 2024
[j20]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: 110576 (2024)- [c39]Zhiyan Chen, Murat Simsek, Poonam Lohan, Burak Kantarci, Petar Djukic:
All Predict Cost Efficient Decides: A New Cost-Centric Ensemble Learning Method for Network Intrusions Detection. GLOBECOM 2024: 2485-2490 - 2023
- [j16]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): 105:1-105:37 (2023) - [c32]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: 4558-4563 - [i13]Zhiyan Chen, Murat Simsek, Burak Kantarci, Mehran Bagheri, Petar Djukic:
Host-Based Network Intrusion Detection via Feature Flattening and Two-stage Collaborative Classifier. CoRR abs/2306.09451 (2023) - 2022
- [j12]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): 162-166 (2022) - [c30]Jinxin Liu, Murat Simsek, Burak Kantarci, Mehran Bagheri, Petar Djukic:
Collaborative Feature Maps of Networks and Hosts for AI-driven Intrusion Detection. GLOBECOM 2022: 2662-2667 - [c29]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: 3551-3556 - [d3]Jinxin Liu, Murat Simsek, Burak Kantarci, Mehran Bagheri, Petar Djukic:
SCVIC-CIDS-2022: Bridging Networks and Hosts via Machine Learning-Based Intrusion Detection. IEEE DataPort, 2022
- [d2]Jinxin Liu, Murat Simsek, Burak Kantarci, Mehran Bagheri, Petar Djukic:
SCVIC-CIDS-2021: Collaborative Feature Maps of Networks and Hosts for Intrusion Detection. IEEE DataPort, 2022 - [d1]Jinxin Liu, Yu Shen, Murat Simsek, Burak Kantarci, Hussein T. Mouftah, Mehran Bagheri, Petar Djukic:
SCVIC-APT-2021. IEEE DataPort, 2022 - [i8]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 abs/2204.03433 (2022) - [i7]Jinxin Liu, Murat Simsek, Burak Kantarci, Mehran Bagheri, Petar Djukic:
Collaborative Feature Maps of Networks and Hosts for AI-driven Intrusion Detection. CoRR abs/2208.05085 (2022) - [i6]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 abs/2208.05089 (2022) - 2021
- [c25]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: 1-6
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