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Edukasi Pencegahan Phishing dan Hoaks bagi Siswa SMPN 4 Pangalengan

  • 1*,3,4,5,6 Universitas Bale Bandung
  • 2 Sekolah Tinggi Teknologi Terpadu Nurul Fikri

* Corresponding Author: Mohammad Bayu Anggara

Open Access
Published
Pages
903–911

Issue

Vol. 6 No. 3 (2026)

AJAD : Jurnal Pengabdian kepada Masyarakat
DECEMBER 2026

Abstract

The development of digital technology requires adolescents to master internet security. Junior high school students are highly vulnerable to social engineering threats, phishing exploitation, hoax dissemination, and digital media ethics violations. This community service aimed to strengthen the cybersecurity understanding of 59 students at SMPN 4 Pangalengan. The educational intervention utilized a participatory action approach, comprising interactive socialization and case study analysis. The materials focused on three main domains: phishing prevention, digital ethics application, and independent information verification techniques. Students' cognitive understanding was evaluated using a one-group pretest–posttest design with a score range of 0 to 100. Data analysis revealed an absolute increase of 8.82 points, with the class mean score rising from 65.76 on the pretest to 74.58 on the posttest. Based on a paired-sample t-test with a significance threshold of α = 0.05, this improvement was statistically significant (t(58) = -7.43, p < 0.001). Practically, contextual case-study-based cybersecurity education effectively improves students' cognitive understanding to mitigate digital threats at school.

Keywords

How to Cite

Anggara, M. B., Aziz, H. A., Muharam, Y., Suharya, Y., Wardhiani, W. F., & Permadi, R. (2026). Edukasi Pencegahan Phishing dan Hoaks bagi Siswa SMPN 4 Pangalengan. AJAD : Jurnal Pengabdian Kepada Masyarakat, 6(3), 903–911. https://doi.org/10.59431/ajad.v6i3.1030

References

  • Adama, V., Biddle, R., Arachchilage, N., & Lottridge, D. (2026). Confident yet concerned: Inconsistencies in computing students’ attitudes on cybersecurity. International Journal of Information Security, 123. https://doi.org/10.1007/s10207-026-01276-4
  • Akbar, F. N., Syifa, A., Utari, Faturahman, F., Rifai, A., Syahputra, R., Tamsar, R. A., Permana, D. A., Khaikal, M. D., & Rahman, M. R. F. (2026). Edukasi keamanan siber di SMK Kosgoro Bogor sebagai upaya peningkatan kesadaran dan tanggung jawab digital generasi muda. KIAT: Kajian Ilmiah Pengabdian Masyarakat, 2(1), 41–47. https://doi.org/10.36350/kiat.v1i1.28
  • Al-kfairy, M., Alrabaee, S., Alfandi, O., Mohamed, A., & Khaddaj, S. (2025). Navigating ethical dimensions in the metaverse: Challenges, frameworks, and solutions. IEEE Access, 13, 79996–80018. https://doi.org/10.1109/access.2025.3564498
  • Alhuzali, A., Alloqmani, A., Aljabri, M., & Alharbi, F. (2025). In-depth analysis of phishing email detection: Evaluating the performance of machine learning and deep learning models across multiple datasets. Applied Sciences, 15(6), 3396. https://doi.org/10.3390/app15063396
  • Aljumaiah, O., Jiang, W., Addula, S. R., & Almaiah, M. A. (2025). Analyzing cybersecurity risks and threats in IT infrastructure based on NIST framework. Journal of Cyber Security and Risk Auditing, 2025(2), 12–26. https://doi.org/10.63180/jcsra.thestap.2025.2.2
  • Arisanty, M., Riady, Y., Kharis, S. A. A., Permatasari, S. M., & Sukatmi, S. (2025). Cerdas dan aman bermedia digital: Peningkatan kesadaran keamanan siber di era hoaks dan phishing. Jurnal Abdimas Patikala, 4(4), 1407–1418. https://doi.org/10.51574/patikala.v4i4.3282
  • Bhagaskoro, A., Pramadansyah, M. R., Adiputra, M. N., Setyawati, D., Putri, N., Sutiyo, & Utomo, R. G. (2023). Penyuluhan bahaya phising untuk meningkatkan kesadaran keamanan digital. Jurnal Pemanfaatan Teknologi untuk Masyarakat (JAPATUM), 2022(2), 2 [cek referensi: pastikan kesesuaian volume dan rentang halaman dengan DOI]. https://doi.org/10.59328/JAPATUM.2023.2.2.57
  • Blanc, S., Peiró, A. C., Benlloch-Dualde, J. V., Monteiro, A., & Grindei, L. (2025). Digital competence development in schools: A study on the association of problem-solving with autonomy and digital attitudes. International Journal of STEM Education, 12(1). https://doi.org/10.1186/s40594-025-00534-6
  • Brissett, A., & Wall, J. (2025). Machine learning and watermarking for accurate detection of AI-generated phishing emails. Electronics, 14(13), 2611. https://doi.org/10.3390/electronics14132611
  • Escoda, A. P., Fernández, E. O., & Otón, L. M. (2026). Enhancing teachers’ digital competence for combating disinformation and fake news through the use of social media in classroom. Journal of New Approaches in Educational Research, 6. https://doi.org/10.1007/s44322-026-00051-6
  • Haider, J., & Sundin, O. (2020). Information literacy challenges in digital culture: Conflicting engagements of trust and doubt. Information, Communication & Society, 25(8), 1176–1191. https://doi.org/10.1080/1369118x.2020.1851389
  • He, Q., Zhang, S.-Y., Cai, Y., Yuan, W., Ma, L., & Yu, K. (2025). A survey on exploring real and virtual social network rumors: State-of-the-art and research challenges. ACM Computing Surveys, 57(7), 1–37. https://doi.org/10.1145/3716498
  • Hossain, M., & Jabbari, J. (2026). ‘Reading between the lies’: Reading achievement, socioeconomic inequality, and adolescents’ resistance to misinformation. Social Science Research, 139, 103398. https://doi.org/10.1016/j.ssresearch.2026.103398
  • Khadka, K., & Ullah, A. B. (2025). Human factors in cybersecurity: An interdisciplinary review and framework proposal. International Journal of Information Security, 24(3). https://doi.org/10.1007/s10207-025-01032-0
  • Khomarudin, A. N., Aulia, R., Jamaluddin, Novita, R., Ikhsan, M., Afif, M. N., & Suherlan, H. (2025). Penyuluhan internet sehat tentang bahaya phising dan dampak negatifnya bagi siswa SMK N 4 Payakumbuh. Interaksi: Jurnal Pengabdian Kepada Masyarakat, 2(1), 16–22. https://doi.org/10.66341/interaksi.v2i1.254
  • Lallie, H. S., Thompson, A., Titis, E., & Stephens, P. (2025). Analysing cyber attacks and cyber security vulnerabilities in the university sector. Computers, 14(2), 49. https://doi.org/10.3390/computers14020049
  • Ma, H., & Ismail, L. (2025). Bibliometric analysis and systematic review of digital competence in education. Humanities and Social Sciences Communications, 12(1). https://doi.org/10.1057/s41599-025-04401-1
  • Manan, K. A., Ghani, M. M., Ahmed, I. S. Y., & Tajuddin, S. N. A. A. (2026). Digital literacy and scam susceptibility among youth: The mediating roles of risk awareness and digital responsibility. Jurnal Komunikasi: Malaysian Journal of Communication, 42(2), 494–510. https://doi.org/10.17576/JKMJC-2026-4202-27
  • Manuhutu, M. A., Daharang, I., Sindi, Goklas, Marcello, Alberthus, & Orulin. (2026). Pengabdian masyarakat: Waspada phishing bagi kalangan pelajar. Kesejahteraan Bersama: Jurnal Pengabdian dan Keberlanjutan Masyarakat, 3(3), 110–111. https://doi.org/10.62383/bersama.v3i3.3421
  • Nasr, N. R., Tu, C.-H., Werner, J., Bauer, T., Yen, C.-J., & Sujo–Montes, L. (2025). Exploring the impact of generative AI ChatGPT on critical thinking in higher education: Passive AI-directed use or human–AI supported collaboration? Education Sciences, 15(9), 1198. https://doi.org/10.3390/educsci15091198
  • Nurrofi, N. (2026). Perlindungan privasi digital: Benteng utama keamanan di zaman internet. Qolamuna: Keislaman, Pendidikan, Literasi dan Humaniora, 3(1), 89–98. https://jurnal.qolamuna.id/index.php/JQ/article/view/355
  • Opara, C., Modesti, P., & Golightly, L. (2025). Evaluating spam filters and stylometric detection of AI-generated phishing emails. Expert Systems with Applications, 276, 127044. https://doi.org/10.1016/j.eswa.2025.127044
  • Pradana, D. W., & Amol, F. (2024). Etika teknologi: Kajian sistematis, trend dan potensi riset etika teknologi digital. Journal of Information System, Graphics, Hospitality and Technology, 6(2), 51–57. https://doi.org/10.37823/insight.v6i2.405
  • Pradipta, V. D. A., Putra, V. F. F. G. E., Nugroho, R. E., Jap, D. C., Djwa, I. G., & Sundoro, B. T. (2024). Pencegahan risiko penyebaran phising dan hoaks dengan pembuatan video edukasi untuk siswa sekolah menengah pertama. Prosiding KONSTELASI, 1(1), 59–68. https://ojs.uajy.ac.id/index.php/prosidingkonstelasi/article/view/8969
  • Primananda, M. A., Rasyad, P. A., Hibatullah, A., Gading, M., Hadhani, B., Tambunan, D., Rinanti, P., Harley, B. M., Zulfikar, F. R., Akbar, M. D., & Otniel, K. (2023). Bahaya phising di kalangan remaja melek internet kepada siswa/i SMA Pattimura Jakarta Selatan. Jurnal Pengabdian Masyarakat Mandira Cendikia, 2(11), 88–99. https://journal.mandiracendikia.com/index.php/pkm/article/view/710
  • Rana, V., Verhoeven, B., & Sharma, M. (2025). Generative AI in design thinking pedagogy: Enhancing creativity, critical thinking, and ethical reasoning in higher education. Journal of University Teaching and Learning Practice, 22(4). https://doi.org/10.53761/tjse2f36
  • Rodríguez-Díaz, M., & Rodríguez-Ferrándiz, R. (2026). Digital literacy and critical thinking in higher education: Gaps and training opportunities in the post-truth era. Education Sciences, 16(5), 684. https://doi.org/10.3390/educsci16050684
  • Soraya, N. N., Juliastuti, R., & Mardiansyah, I. (2026). Pemberdayaan literasi digital berbasis partisipatif untuk menghadapi hoaks dan penipuan online. Indonesian Engagement Journal, 7(1), 84–105. https://doi.org/10.21154/inej.v7i1.13306
  • Tondeur, J., Trevisan, O., Howard, S., & van Braak, J. (2025). Preparing preservice teachers to teach with digital technologies: An update of effective SQD-strategies. Computers & Education, 232, 105262. https://doi.org/10.1016/j.compedu.2025.105262
  • Tsary, S. R., & Muttaqin, A. D. (2026). Edukasi literasi digital: Peningkatan kesadaran masyarakat dalam mengidentifikasi video hoaks berbasis artificial intelligence (AI) di Kelurahan Pucangsawit, Kota Surakarta. AJAD Jurnal Pengabdian kepada Masyarakat, 6(2), 445–451. https://doi.org/10.59431/ajad.v6i2.869
  • Yaseen, H., Mohammad, A. S., Ashal, N., Abusaimeh, H., Ali, A. A. A., & Sharabati, A.-A. A. (2025). The impact of adaptive learning technologies, personalized feedback, and interactive AI tools on student engagement: The moderating role of digital literacy. Sustainability, 17(3), 1133. https://doi.org/10.3390/su17031133
  • Yusop, M. I. M., Kamarudin, N. H., Suhaimi, N. H. S., & Hasan, M. K. (2025). Advancing passwordless authentication: A systematic review of methods, challenges, and future directions for secure user identity. IEEE Access, 13, 13919–13943. https://doi.org/10.1109/access.2025.3528960

Author Biographies

  • Mohammad Bayu Anggara, Universitas Bale Bandung

    Program Studi Teknik Informatika, Fakultas Teknologi Informasi, Universitas Bale Bandung, Kabupaten Bandung, Provinsi Jawa Barat, Indonesia.

  • Hamdan Abdul Aziz, Sekolah Tinggi Teknologi Terpadu Nurul Fikri

    Program Studi Rekayasa Sistem Komputer, Sekolah Tinggi Teknologi Terpadu Nurul Fikri, Kota Depok, Provinsi Jawa Barat, Negara Indonesia.

  • Yusuf Muharam, Universitas Bale Bandung

    Program Studi Teknik Informatika, Fakultas Teknologi Informasi, Universitas Bale Bandung, Kabupaten Bandung, Provinsi Jawa Barat, Indonesia.

  • Yaya Suharya, Universitas Bale Bandung

    Program Studi Teknik Informatika, Fakultas Teknologi Informasi, Universitas Bale Bandung, Kabupaten Bandung, Provinsi Jawa Barat, Indonesia.

  • Wini Fetia Wardhiani, Universitas Bale Bandung

    Program Studi Pendidikan Bahasa dan Sastra Indonesia, Fakultas Keguruan dan Ilmu Pendidikan, Universitas Bale Bandung, Kabupaten Bandung, Provinsi Jawa Barat, Indonesia.

  • Rendi Permadi, Universitas Bale Bandung

    Program Studi Agribisnis, Fakultas Pertanian, Universitas Bale Bandung, Kabupaten Bandung, Provinsi Jawa Barat, Indonesia.

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Copyright (c) 2026 Mohammad Bayu Anggara, Hamdan Abdul Aziz, Yusuf Muharam, Yaya Suharya, Wini Fetia Wardhiani, Rendi Permadi

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