TY - GEN
T1 - Rule-based Entity Recognition for Forensic Timeline
AU - Studiawan, Hudan
AU - Hasan, Mhd Fadly
AU - Pratomo, Baskoro Adi
N1 - Publisher Copyright:
© 2023 IEEE.
PY - 2023
Y1 - 2023
N2 - In digital forensics, the sequence of all events in a forensic image needs to be analyzed. Building a forensic timeline is one of the possible techniques. Naturally, the forensic timeline contains several standard entities, such as date, time, and host name. Another field provided by a forensic timeline is a message, which is a brief description of an event. To assist investigators in analyzing the incident, a more detailed identification of the entity name is needed from the message text. In this paper, rule-based entity recognition is proposed. We also discuss the advantages and disadvantages of this technique. Experimental results show that the entities in the message column have been annotated successfully.
AB - In digital forensics, the sequence of all events in a forensic image needs to be analyzed. Building a forensic timeline is one of the possible techniques. Naturally, the forensic timeline contains several standard entities, such as date, time, and host name. Another field provided by a forensic timeline is a message, which is a brief description of an event. To assist investigators in analyzing the incident, a more detailed identification of the entity name is needed from the message text. In this paper, rule-based entity recognition is proposed. We also discuss the advantages and disadvantages of this technique. Experimental results show that the entities in the message column have been annotated successfully.
KW - digital forensics
KW - forensic timeline
KW - log2timeline plaso
KW - named entity recognition
UR - http://www.scopus.com/inward/record.url?scp=85153249070&partnerID=8YFLogxK
U2 - 10.1109/ICTAS56421.2023.10082742
DO - 10.1109/ICTAS56421.2023.10082742
M3 - Conference contribution
AN - SCOPUS:85153249070
T3 - 2023 Conference on Information Communications Technology and Society, ICTAS 2023 - Proceedings
BT - 2023 Conference on Information Communications Technology and Society, ICTAS 2023 - Proceedings
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 7th Conference on Information Communications Technology and Society, ICTAS 2023
Y2 - 8 March 2023 through 9 March 2023
ER -