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Digital Forensic Analysis of Cyberbullying Cases on TikTok Application Service using National Institute of Justice Method
| International Journal of Computer Applications |
| Foundation of Computer Science (FCS), NY, USA |
| Volume 187 - Number 17 |
| Year of Publication: 2025 |
| Authors: Florita Cinta Arum Kuncoro, Imam Riadi |
10.5120/ijca2025925237
|
Florita Cinta Arum Kuncoro, Imam Riadi . Digital Forensic Analysis of Cyberbullying Cases on TikTok Application Service using National Institute of Justice Method. International Journal of Computer Applications. 187, 17 ( Jul 2025), 60-67. DOI=10.5120/ijca2025925237
Abstract
Along with the rapid development of digital technology, the use of social media has also increased, including the risk of cybercrime such as cyberbullying. Social media applications in Indonesia, such as TikTok, are one of the most widely used and vulnerable to being used for such deviant behavior. This study aims to investigate cyberbullying cases in the group chat feature in the TikTok application. The object discussed is the TikTok application running on Android devices. This research uses the method of the National Institute of Justice (NIJ) with five main stages: preparation, collection, examination, analysis, and reporting. The tools used in the digital investigation process are Oxygen Forensic Detective and Belkasoft Evidence Center X. The results show that Oxygen Forensic Detective has a data extraction accuracy rate of 96%, while Belkasoft Evidence Center X has an accuracy rate of 78% and shows different results in detecting image data and deleted data. Based on the analysis results, both tools are able to extract information in the form of application data, user names, messages, contacts, and deleted messages. This research contributes to the development of digital forensic handling strategies in dealing with cyberbullying cases on social media platforms.
References
- A. S. Cahyono, “Pengaruh Media Sosial Terhadap Perubahan Sosial Masyarakat Di Indonesia,” Publiciana, vol. 9, no. 1, hal. 140–157, 2016.
- C. Pasquini, I. Amerini, dan G. Boato, “Media forensics on social media platforms: a survey,” EURASIP J. Inf. Secur., vol. 2021, no. 1, hal. 4, Mei 2021, doi: 10.1186/s13635-021-00117-2.
- M. R. Nasution, Y. Prayudi, dan A. Luthfi, “Investigating Social Media User Activity on Android Smartphone,” Int. J. Comput. Appl., vol. 183, no. 48, hal. 46–52, Jan 2022, doi: 10.5120/ijca2022921890.
- M. Ayub dan S. F. Sulaeman, “Dampak Sosial Media Terhadap Interaksi Sosial Pada Remaja Kajian Sistematik,” J. Penelit. Bimbing. dan Konseling, vol. 7, no. 1, hal. 21–32, 2021.
- A. D. Riyanto, “Hootsuite (We are Social): Indonesian Digital Report 2023,” andi.link. Diakses: 26 Februari 2024. [Daring]. Tersedia pada: https://andi.link/hootsuite-we-are-social-indonesian-digital-report-2023/
- V. L. Schul’tz, V. V. Kul’ba, A. B. Shelkov, dan L. V. Bogatyryova, “Scenario Analysis of Improving the Effectiveness of Cybercrime Investigation Management Problems,” IFAC-PapersOnLine, vol. 54, no. 13, hal. 155–160, 2021, doi: 10.1016/j.ifacol.2021.10.437.
- S. Kemp, “Tiktok Users, Stats, Data & Trends,” Datareportal. Diakses: 4 Maret 2024. [Daring]. Tersedia pada: https://datareportal.com/essential-tiktok-stats?utm_source=DataReportal&utm_medium=Country_Article_Hyperlink&utm_campaign=Digital_2024&utm_term=Indonesia&utm_content=Facebook_Stats_Link
- N. Hoang Khoa, P. The Duy, H. Do Hoang, D. Thi Thu Hien, dan V.-H. Pham, “Forensic analysis of TikTok application to seek digital artifacts on Android smartphone,” in 2020 RIVF International Conference on Computing and Communication Technologies (RIVF), IEEE, Okt 2020, hal. 1–5. doi: 10.1109/RIVF48685.2020.9140739.
- Imam Riadi, Sunardi, dan P. Widiandana, “Investigating Cyberbullying on WhatsApp Using Digital Forensics Research Workshop,” J. RESTI (Rekayasa Sist. dan Teknol. Informasi), vol. 4, no. 4, hal. 730–735, Agu 2020, doi: 10.29207/resti.v4i4.2161.
- Unicef, “Cyberbullying: Apa itu dan bagaimana menghentikannya,” Unicef. Diakses: 8 Maret 2024. [Daring]. Tersedia pada: https://www.unicef.org/indonesia/id/child-protection/apa-itu-cyberbullying
- T. Milosevic et al., “Effectiveness of Artificial Intelligence–Based Cyberbullying Interventions From Youth Perspective,” Soc. Media + Soc., vol. 9, no. 1, Jan 2023, doi: 10.1177/20563051221147325.
- D. Destryawan, “Riset: 74 Persen Cyberbullying Dilakukan Lewat Media Sosial,” Tribun News. Diakses: 9 Maret 2024. [Daring]. Tersedia pada: https://www.tribunnews.com/techno/2022/07/29/riset-74-persen-cyberbullying-dilakukan-lewat-media-sosial
- Y. W. Riyayanatasya dan R. Rahayu, “Involvement of Teenage-Students in Cyberbullying on WhatsApp,” J. Komun. Indones., vol. 9, no. 1, Jun 2020, doi: 10.7454/jki.v9i1.11824.
- Z. Malihah dan Alfiasari, “Perilaku Cyberbullying Pada Remaja Dan Kaitannya Dengan Kontrol Diri Dan Komunikasi Orang Tua,” J. Ilmu Kel. dan Konsum., vol. 11, no. 2, hal. 145–156, Mei 2018.
- M. M. Zaki, “Aspek Pidana Cyberstalking Sebagai Salah Satu Bentuk Cybercrime,” J. Jurist Diction, vol. 5, no. 3, hal. 973–988, 2022.
- A. P. B. Sukmawati, Agustin ; Kumala, “Dampak Cyberbullying Pada Remaja Di Media Sosial,” J. Alaudin Sci. Nurs., vol. 1, no. 1, hal. 55–65, 2020.
- P. R. Leonsa dan I. Riadi, “Cyberbullying Detection on TikTok using Association of Chief Police Officers ,” Int. J. Comput. Appl., vol. 186, no. 3, hal. 6–13, Jan 2024.
- B. Raharjo, “Sekilas Mengenai Forensik Digital,” J. Sosioteknologi, vol. 12, no. 29, hal. 384–387, Agu 2013, doi: 10.5614/sostek.itbj.2013.12.29.3.
- A. Badman dan A. Forrest, “Digital Forensics,” Digital Forensics. [Daring]. Tersedia pada: https://www.ibm.com/topics/digital-forensics
- M. S. Asyaky, N. Widiyasono, dan R. Gunawan, “Analisis dan Perbandingan Bukti Digital Aplikasi Instant Messenger Pada Android,” J. Penelit. Tek. Inform., vol. 3, no. 1, hal. 2020–231, Okt 2018.
- M. Reith, C. Carr, dan G. Gunsch, “An Examination of Digital Forensic Models,” Int. J. Digit. Evid., vol. 1, no. 3, 2022.
- J.-P. A. Yaacoub, H. N. Noura, O. Salman, dan A. Chehab, “Advanced digital forensics and anti-digital forensics for IoT systems: Techniques, limitations and recommendations,” Internet of Things, vol. 19, hal. 100544, Agu 2022, doi: 10.1016/j.iot.2022.100544.
- P. Sukamto, Ispandi, Arman Syah Putra, Nurul Aisyah, dan Rohmat Toufiq, “Forensic Digital Analysis for CCTV Video Recording,” Int. J. Sci. Technol. Manag., vol. 3, no. 1, hal. 284–291, Jan 2022, doi: 10.46729/ijstm.v3i1.460.
- R. N. Dasmen, M. R. Pratama, H. Yasir, dan A. Budiman, “Analisis Forensik Digital Pada Kasus Cyberbullying dengan Metode National Institute of Standard and Technology SP 800-86 ,” J. Ilm. Inform., vol. 12, no. 1, hal. 68–73, 2024.
- Belkasoft, “Why Belkasoft should be your tool of choice for Mobile Forensics,” CBIT Digital Forensics Services. [Daring]. Tersedia pada: https://cdfs.com.au/why-belkasoft-should-be-your-tool-of-choice-for-mobile-forensics/
- “Oxygen Forensics Detective,” Oxygen Forensics. [Daring]. Tersedia pada: https://oxygenforensics.com/en/products/oxygen-forensic-detective/
- S. P. F. W. Pratama, G. N. A. C. Putra, M. A. Hamid, C. Christian, dan K. K. M. Merdana, “Analisis Forensik Digital pada Aplikasi Twitter di Android sebagai Bukti Digital dalam Penanganan Kasus Prostitusi Online,” J. Elektron. Ilmu Komput. Udayana, vol. 10, no. 3, hal. 271–278, Feb 2022.
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