Publications: Studiawan, Hudan

2021

Studiawan, H. and Sohel, F. (2021) Anomaly detection in a forensic timeline with deep autoencoders. Journal of Information Security and Applications, 63 . Art. 103002.

2020

Studiawan, H., Sohel, F. and Payne, C. (2020) Anomaly detection in operating system logs with deep Learning-based sentiment analysis. IEEE Transactions on Dependable and Secure Computing, 18 (5). pp. 2136-2148.

Studiawan, H., Sohel, F. and Payne, C. (2020) Automatic event log abstraction to support forensic investigation. In: ACSW '20: Australasian Computer Science Week 2020, 3 - 7 February 2020, Swinburne University of Technology, Melbourne

Studiawan, Hudan (2020) Forensic investigation of event logs by automatic anomaly detection. PhD thesis, Murdoch University.

Studiawan, H. and Sohel, F. (2020) Performance evaluation of anomaly detection in imbalanced system log data. In: 2020 Fourth World Conference on Smart Trends in Systems, Security and Sustainability (WorldS4), 27 - 28 July 2020, London, UK

Studiawan, H., Sohel, F. and Payne, C. (2020) Sentiment analysis in a forensic timeline with deep learning. IEEE Access, 8 . pp. 60664-60675.

2019

Studiawan, H., Payne, C. and Sohel, F. (2019) Automatic Graph-Based clustering for security logs. In: Barolli, L., Takizawa, M., Xhafa, F. and Enokido, T., (eds.) Primate Life Histories, Sex Roles, and Adaptability. Springer, pp. 914-926.

Shiddiqi, A.M., Baskoro, F., Wijaya, A.Y. and Studiawan, H. (2019) Sensor energy preservation for leak quantification using Distance-Based feature selection method. In: 12th International Conference on Information & Communication Technology and System (ICTS) 2019, 18 July 2019, Surabaya, Indonesia

Studiawan, H., Sohel, F. and Payne, C. (2019) A survey on forensic investigation of operating system logs. Digital Investigation, 29 . pp. 1-20.

2018

Studiawan, H., Sohel, F. and Payne, C. (2018) Automatic log parser to support forensic analysis. In: 16th Australian Digital Forensics Conference, 4 - 5 December 2018, Edith Cowan, Joondalup

2017

Studiawan, H., Payne, C. and Sohel, F. (2017) Graph clustering and anomaly detection of access control log for forensic purposes. Digital Investigation, 21 . pp. 76-87.