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Gideon Creech
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Books and Theses
- 2014
- [b1]Gideon Creech:
Developing a high-accuracy cross platform Host-Based Intrusion Detection System capable of reliably detecting zero-day attacks. University of New South Wales, Canberra, Australia, 2014
Journal Articles
- 2023
- [j5]Ayodeji Oseni, Nour Moustafa, Gideon Creech, Nasrin Sohrabi, Andrew Strelzoff, Zahir Tari, Igor Linkov:
An Explainable Deep Learning Framework for Resilient Intrusion Detection in IoT-Enabled Transportation Networks. IEEE Trans. Intell. Transp. Syst. 24(1): 1000-1014 (2023) - 2019
- [j4]Nour Moustafa, Jill Slay, Gideon Creech:
Novel Geometric Area Analysis Technique for Anomaly Detection Using Trapezoidal Area Estimation on Large-Scale Networks. IEEE Trans. Big Data 5(4): 481-494 (2019) - 2017
- [j3]Gideon Creech:
New approach to return-oriented programming exploitation mitigation. Inf. Secur. J. A Glob. Perspect. 26(3): 105-120 (2017) - 2016
- [j2]Waqas Haider, Gideon Creech, Yi Xie, Jiankun Hu:
Windows Based Data Sets for Evaluation of Robustness of Host Based Intrusion Detection Systems (IDS) to Zero-Day and Stealth Attacks. Future Internet 8(3): 29 (2016) - 2014
- [j1]Gideon Creech, Jiankun Hu:
A Semantic Approach to Host-Based Intrusion Detection Systems Using Contiguousand Discontiguous System Call Patterns. IEEE Trans. Computers 63(4): 807-819 (2014)
Conference and Workshop Papers
- 2018
- [c6]Jacob Taylor, Benjamin P. Turnbull, Gideon Creech:
Volatile Memory Forensics Acquisition Efficacy: A Comparative Study Towards Analysing Firmware-Based Rootkits. ARES 2018: 48:1-48:11 - 2017
- [c5]Gideon Creech:
A framework for the evaluation of the theoretical threat coverage provided by intrusion detection systems. MilCIS 2017: 1-8 - [c4]Marwa Keshk, Nour Moustafa, Elena Sitnikova, Gideon Creech:
Privacy preservation intrusion detection technique for SCADA systems. MilCIS 2017: 1-6 - [c3]Nour Moustafa, Gideon Creech, Elena Sitnikova, Marwa Keshk:
Collaborative anomaly detection framework for handling big data of cloud computing. MilCIS 2017: 1-6 - [c2]Thomas Marsden, Nour Moustafa, Elena Sitnikova, Gideon Creech:
Probability Risk Identification Based Intrusion Detection System for SCADA Systems. MONAMI 2017: 353-363 - 2013
- [c1]Gideon Creech, Jiankun Hu:
Generation of a new IDS test dataset: Time to retire the KDD collection. WCNC 2013: 4487-4492
Informal and Other Publications
- 2017
- [i3]Thomas Marsden, Nour Moustafa, Elena Sitnikova, Gideon Creech:
Probability Risk Identification Based Intrusion Detection System for SCADA Systems. CoRR abs/1711.02826 (2017) - [i2]Marwa Keshk, Nour Moustafa, Elena Sitnikova, Gideon Creech:
Privacy Preservation Intrusion Detection Technique for SCADA Systems. CoRR abs/1711.02828 (2017) - [i1]Nour Moustafa, Gideon Creech, Elena Sitnikova, Marwa Keshk:
Collaborative Anomaly Detection Framework for handling Big Data of Cloud Computing. CoRR abs/1711.02829 (2017)
Coauthor Index
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