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ORCIDJinxin Liu 0001
Person information
- affiliation: University of Ottawa, School of Electrical Engineering and Computer Science, Ottawa, ON, Canada
Other persons with the same name
- Jinxin Liu — disambiguation page
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Journal Articles
- 2023
[j4]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)- 2022
- [j3]Jinxin Liu, Michele Nogueira, Johan Fernandes, Burak Kantarci:
Adversarial Machine Learning: A Multilayer Review of the State-of-the-Art and Challenges for Wireless and Mobile Systems. IEEE Commun. Surv. Tutorials 24(1): 123-159 (2022) - [j2]Jinxin Liu, Murat Simsek, Burak Kantarci, Melike Erol-Kantarci, Andrew J. Malton, Andrew Walenstein:
Risk-aware Fine-grained Access Control in Cyber-physical Contexts. DTRAP 3(4): 43:1-43:29 (2022) - [j1]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)
Conference and Workshop Papers
- 2024
- [c4]Jinxin Liu, Petar Djukic, Michel Kulhandjian, Burak Kantarci:
Deep Dict: Deep Learning-Based Lossy Time Series Compressor for IoT Data. ICC 2024: 4245-4250 - 2023
- [c3]Jinxin Liu, Murat Simsek, Michele Nogueira, Burak Kantarci:
Multidomain transformer-based deep learning for early detection of network intrusion. GLOBECOM 2023: 6056-6061 - 2022
- [c2]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 - 2020
- [c1]Jinxin Liu, Burak Kantarci, Carlisle Adams:
Machine learning-driven intrusion detection for Contiki-NG-based IoT networks exposed to NSL-KDD dataset. WiseML@WiSec 2020: 25-30
Data and Artifacts
- 2023
- [d4]Jinxin Liu, Murat Simsek, Michele Nogueira, Burak Kantarci:
SCVIC-TS-2022: Network intrusion data with original raw network packets. IEEE DataPort, 2023
- 2022
- [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
Informal and Other Publications
- 2024
- [i5]Jinxin Liu, Petar Djukic, Michel Kulhandjian, Burak Kantarci:
Deep Dict: Deep Learning-based Lossy Time Series Compressor for IoT Data. CoRR abs/2401.10396 (2024) - 2023
- [i4]Jinxin Liu, Murat Simsek, Michele Nogueira, Burak Kantarci:
Multidomain transformer-based deep learning for early detection of network intrusion. CoRR abs/2309.01070 (2023) - 2022
- [i3]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) - [i2]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) - 2021
- [i1]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 abs/2108.12739 (2021)
Coauthor Index
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