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Journal : Journal of Data Analytics, Information, and Computer Science (JDAICS)

IMPLEMENTATION OF DYNAMIC METHOD FOR MALWARE DETECTION IN EMAIL PHISHING ATTACKS ON LET'S DEFEND Sanjay, Sanjay; Ningsih, Rahayu; Wahidin, Ahmad Jurnaidi
Journal of Data Analytics, Information, and Computer Science Vol. 1 No. 2 (2024): April
Publisher : Yayasan Nuraini Ibrahim Mandiri

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59407/jdaics.v1i2.717

Abstract

In the rapidly evolving landscape of cybersecurity threats, the need for robust defenses against phishing attacks has become paramount. This study explores the efficacy of malware detection in phishing email attacks using dynamic analysis on the Letsdefend.io platform. Leveraging the insights provided by the Deloitte Center for Controllership regarding the escalating frequency of cyber adversaries targeting organizational data, this research investigates the effectiveness of the Letsdefend.io platform, particularly utilizing the SOC 146 rule, in identifying and mitigating phishing threats. Through a comprehensive analysis process encompassing dynamic malware analysis techniques, such as those employed by VirusTotal and URLHaus, alongside detailed examination of suspicious email attachments using the Mailbox feature, this study aims to provide insights into the evolving tactics of phishing attackers, specifically those utilizing Excel 4.0 Macros. The research methodology involves collecting malware samples for analysis, configuring sandbox environments with tools like Process Monitor and Regshot, and utilizing sophisticated analysis tools like ProcDot to visualize malware behavior. Additionally, the study examines the effectiveness of the Letsdefend.io platform in detecting phishing URLs and malicious domains reported by AnyRun and URLHaus databases. The findings reveal promising results in the detection and identification of phishing threats, shedding light on the potential of dynamic analysis methods in bolstering cybersecurity defenses against evolving phishing techniques. This research contributes to the ongoing efforts to enhance cybersecurity measures and protect organizational assets from the pervasive threat of phishing attacks.
Co-Authors A, Faiz Abdul Majid Adila, Nesria Aditya, Suwanda Agung Prasongko, Wahyu Ahmad Jurnaidi Wahidin Akmal, Fauzi Alam, Muhammad Ramadhan Sangisda Aminuddin Aziz, M.PdI, Abdullah Amra, Ricca Nophia Amra, Ricca Nophia Amra Ana Fatonah Ana Fatonah, Ana Ananda, Nely Angriani, Riana Anisa Putri Anus Wuryanto Aprilliah, Widya Ariyanti, Putri Ariza, Disya Nurul Asrika Sari Harahap Auziah, Silfia Bancin, Fitriani Banciny, Fitriani Banurea, Indah Bariroh, Umi Basra, Sri Meiweni Basunanda, Muhammad Devan Beni Rahmatullah Carmel Meiden Caterin Magdalena Simamora Dafrizal, Dafrizal Damayanti, Elok Dania Azzahra, Keyza Devi Risma Dewi Yuliandari Dwi, Gebi Sintia Eko Haryanto Eneng Iviq Hairo Rahayu Erawati, Wati Essa Waldhani, Gesti Febiola, Tasha Samira Feriyanto, Mochamad Zely Eko Gesti Essa Waldhani Hanifudin Hapid Hapid Herlina Ferliyanti Irma Noviana, Irma Istiqomah, Amelia Isyana Emita Julian, Marval Juliani, Vivi Selesti K, Munawir Karnadi, Karnadi Kertanegara, I Wayan Alvin Kevin kevin Khoirotul Idawati Khusnul Khotimah Laila Hayati, Laila Lisabela Narandia Maqfirah, Ulfa Maula, Iffatul Medianasari, Putri Minda Septiani Monalisa, Dian Muh. Amir Anas Muhammad Agus Muljanto Muhammad Helmi Muhammad Husni Muhammad Rifai Narandia, Lisabela NH, Khairu Ramadani Nisaa', Choirin Noerbayani, Pani NURLIANA NURLIANA Nurpadilah, Sintia Dona Pabidang, Siswanto Pasaleron, Roni Prameswari, Vidya Prastiwi, Yurika Pratomo, Andro Dewa Priatno, Priatno Primantari, FA. Luky Purwati, Rati Putri, Halimatussa’diyah Putri, Rahmayana Rahman, Ikhwan Raja, Bangkit Kharisma Rambe, Riska Sititah Rambe, Rizka Sititah Rasdiany, Apriana Nofriastuti Ratih Puspita, Ratih Ratna Ratna Ria Novianti Ricca Nophia Amra Rofiatul Hosna sanjay, sanjay Sapto Widiyanto Silalahi, Mey Ramenawati Silvy Amelia - Universitas BSI Simamora, Caterin Magdalena Sinta Rukiastiandari Siswanto, Felicia Solly Aryza Sri Muryani, Sri Sri Wahyuni Suarno Sadar Suhardoyo Suwanda Aditya Titik Misriati Ulyana, Dyah Nurul Umami, Novita Utami, Hana Putri Verra Sofica Walim, Walim Widya Aprilliah Williandani, Mega Wina Yusnaeni Wulandari, Wiranda Yulia Ratih, Silvia yuliawati, eni Zainul Arifin