Jinxin Liu

According to our database, Jinxin Liu authored at least 12 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Deep Dict: Deep Learning-Based Lossy Time Series Compressor for IoT Data.

Jinxin Liu, Petar Djukic, Michel Kulhandjian, Burak Kantarci

Proceedings of the IEEE International Conference on Communications, 2024

2023

SCVIC-TS-2022: Network intrusion data with original raw network packets.

Jinxin Liu, Murat Simsek, Michele Nogueira, Burak Kantarci

Dataset, September, 2023

Machine Learning-Enabled IoT Security: Open Issues and Challenges Under Advanced Persistent Threats.

Zhiyan Chen, Jinxin Liu, Yu Shen, Murat Simsek, Burak Kantarci, Hussein T. Mouftah, Petar Djukic

ACM Comput. Surv., 2023

Multidomain transformer-based deep learning for early detection of network intrusion.

Jinxin Liu, Murat Simsek, Michele Nogueira, Burak Kantarci

Proceedings of the IEEE Global Communications Conference, 2023

2022

SCVIC-APT-2021.

Jinxin Liu, Yu Shen, Murat Simsek, Burak Kantarci, Hussein T. Mouftah, Mehran Bagheri, Petar Djukic

Dataset, September, 2022

SCVIC-CIDS-2022: Bridging Networks and Hosts via Machine Learning-Based Intrusion Detection.

Jinxin Liu, Murat Simsek, Burak Kantarci, Mehran Bagheri, Petar Djukic

Dataset, September, 2022

SCVIC-CIDS-2021: Collaborative Feature Maps of Networks and Hosts for Intrusion Detection.

Jinxin Liu, Murat Simsek, Burak Kantarci, Mehran Bagheri, Petar Djukic

Dataset, August, 2022

A New Realistic Benchmark for Advanced Persistent Threats in Network Traffic.

Jinxin Liu, Yu Shen, Murat Simsek, Burak Kantarci, Hussein T. Mouftah, Mehran Bagheri, Petar Djukic

IEEE Netw. Lett., 2022

Risk-aware Fine-grained Access Control in Cyber-physical Contexts.

Jinxin Liu, Murat Simsek, Burak Kantarci, Melike Erol-Kantarci, Andrew J. Malton, Andrew Walenstein

DTRAP, 2022

Adversarial Machine Learning: A Multilayer Review of the State-of-the-Art and Challenges for Wireless and Mobile Systems.

Jinxin Liu, Michele Nogueira, Johan Fernandes, Burak Kantarci

IEEE Commun. Surv. Tutorials, 2022

Collaborative Feature Maps of Networks and Hosts for AI-driven Intrusion Detection.

Jinxin Liu, Murat Simsek, Burak Kantarci, Mehran Bagheri, Petar Djukic

Proceedings of the IEEE Global Communications Conference, 2022

2020

Machine learning-driven intrusion detection for Contiki-NG-based IoT networks exposed to NSL-KDD dataset.

Jinxin Liu, Burak Kantarci, Carlisle Adams

Proceedings of the 2nd ACM Workshop on Wireless Security and Machine Learning, 2020