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Tata Sutabri

Universitas Bina Darma

Author-ID : 5659094

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Title

Mendesain Cyber Security Core Banking System untuk Keamanan Menggunakan Firewall Pada PT. Bank Syariah Indonesia Tbk Muhammad Kevin Meidiandra; Yulia Permata Sari; Tata Sutabri
Syntax Idea 843-848
Publisher : Ridwan Institute

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.46799/syntax-idea.v5i7.2499

The increasingly advanced technology in banking services can provide convenience for customers in conducting transactions. Based on our research, the network using a firewall consists of several stages: activation and threat identification, firewall type selection, network segmentation, security testing and attack simulation, and evaluation and improvement. In this regard, Indonesian Islamic banks can enhance their cybersecurity by implementing a firewall as one of the critical defense layers in their IT infrastructure to protect against cyber threats and ensure the security of their systems.

Deteksi Email Spam dan Non-Spam Berdasarkan Isi Konten Menggunakan Metode K-Nearest Neighbor dan Support Vector Machine Axel Natanael Salim; Ade Adryani; Tata Sutabri
Syntax Idea 991-1001
Publisher : Ridwan Institute

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.46799/syntax-idea.v6i2.3052

Facing many email problems that have the potential to harm others. This abused email is commonly known as spam email, where the email contains advertisements, scams, and even malware. This study uses the K-Nearest Neighbor method and the Support Vector Machine to detect spam and non-spam emails based on content. The best value of the K-Nearest Neighbor algorithm is determined using Euclidean Distance measurements. Support Vector Machine and K-Nearest Neighbor can classify and detect spam or non-spam emails. K-Nearest Neighbor uses Euclidean Distance calculations with values K = 1, 3, and 5. The evaluation results use a confusion matrix, which shows that the K-Nearest Neighbor method with a value of k=3 achieves an accuracy rate of 92%, a precision level of 91%, a recall of 100%, and an F1-score of 95%. On the other hand, the Support Vector Machine method achieves an accuracy value of 97%, a recall of 100%, and an F1-score of 98%. This makes the Support Vector Machine method superior to the K-Nearest Neighbor method in this study. In addition, the model built can also be used to predict spam and non-spam from the contents of new e-mail content.

Co-Authors -, Nyimas Hamidah Purnama Agustriani A. Faiz Ismail A. Yani Ranius A. Yani Ranius Ade Adryani Ade Andryani Ade Andryani Ade Kurniawan Ade Muhammad Ichsan Adi Prasetya Adi Ristian Adi Wijaya Adi Wijaya Adila, Nia Adit Adriyansa Aditya Muhammad Dava Adryani, Ade Agung Hidayat Agung Setiaji Agung Setiaji Agung Syaputra Agus Yusrizal Bakhrie Agus Yusrizal Bakri Agusnita, Andina Rahayu Agustriani, Nyimas Hamidah Purnama Agvirilianto Wibowo Ahmad Dimas Aldian Alfurqon Ahmad Ghumaydi Ahmad Gunawan Ahmad Juan Syahwali Ahmad Kurniawan Kemas Ahmad, Fadhil Ainna Khansa Ajeng Tias Endarti akbar rizki ramadhan Akbar, M. Raflie Akbar, Marutha Berlianti Aldo Prima Aditia Alfin Cahyo Wibisono Alisyahbana, Takdir alwi, Majduddin Amalia, Rahayu Aminuyati Amrullah Maulana Fiqri Amrullah Maulana Fiqri Ananda Al Buckhori Andika Fadilla, Muhammad Andini Widi Bahrani andryani, ade Angel Caroline Billan Angga Madona Angga Putrawansyah Angga Putrawansyah PB Anggi Ismiyanti Anggi Ramadan Kurniawan Anisah Fadhilah Annisa Fitri Aulia Apriliansah, Ilham Apriza, Delta Ardi Ardi Arek Satria Arganata, Muhamad Dyo Aria Dinata Ariansyah, Beni Arie Bayu Untoro Arif Alfarisy Arif Alfarisy Arif Budianto ARIF HIDAYAT Arjun, Jennifer Arrohman, Oman Asep Mursid Aswadi, M. Aulia Anindya Axel Natanael Salim Axel Natanael Salim Axel Natanael Salim Ayu Novitasari AYU NOVITASARI AYU Aziman, M. Fauzan Azizah, Shavira Nur Bagas Piwari Bangga Surya Nagara Bangga Surya Nagara Barava Fediro Bela, Nia Annisa Bellini, Yustida Beni Ariansyah Beni Ariansyah Berlianti Akbar, Marutha Billan, Angel Caroline Billi Mahardika Bosya Perdana Bugita Danuarta Bugito Danuarta Caniago, Koko Carter, Dandi Celvine Adi Putra Celvine Adi Putra Cipto Kurniawan Danisa Enjelika Deddy Rezano Akhiruddin Dedek Julian Dedek Kurniadi Dedi Setiadi Dedi Setiadi Delpiah Wahyuningsih Delta Apriza Delta Apriza Depo Sadrila Hadi Desi Elta Rahayu Desindra Deddy Kurniawan Desra Triyunsari Desriani, Dwi Endah Devasela, Meidick Dias Devi puspitasari, Devi Dewi Novita Sari Dewi Novita Saro Dewi Novitasari Dheanda Absharina, Eriene DIAN LESTARI Diana Puspitasari Diana, Rosita Dicopran Sisco Didi Sangaji Difa Chairunnisa Dilla Mukarromah Dilla Mukarromah Dimi Krismayanti Dimi Krismayanti Dinata, Aria Dio Azmi Saputra Dio Ramadani Diratu Agnes Fitria Donan, Hendri Dwi Aprian Widodo Dwi Desi Yanti Dwi Endah Desriani Dwi Margaretta Manihuruk Dwi Oetari Dyah Ikhtiarti Dzikri Thoriq Al Ariiq Dziqra Ananda Hersya Edi Surya Negara Egy Septian Egy Septian Egy Septian Eka Lucyanti ENDRI ENDRI Erlangga, Perdi Erwin Susanto Erwin Susanto Erwin Susanto Esis Melisa Evariani Evariani E evariani, evariani Fadhil Ahmad Fadilla, Muhammad Andika Fajar Prayoga faliandy Faliandy Faliandy Farrah Meirisah Farwati, Maryani Fatur Ilham Farlevi Fatur Ilham Farlevi Febrian, Muhammad Febrianti Widyahastuti Ferry Putrawansyah Firdaus Firdaus Firman Alfian Firna, Nina Fitri Aulia, Annisa Fitri Maria Fitri maria Futri Maria Gempita Buana Putri Gery Jentama Gunawan Gunawan Gunawan Gunendro, Tri Hafizena, M. Fachri Hairun Anisyah Hamid Rahman Hansen, Jerry Helda Yudiastuti Hendra Yada Putra Henisa Sabillillah Herdiansyah, M. Izman Herdiansyah, M. Izman Heri Akwan Syahputra Heri Warni Hermalia Putri Heru Budianto Hidayatullah, Kgs M. Syarif Ibrahim Aziz Ice Keristina Ice Novita Sari Iin Saprina Iin Seprina Ikhtiarti, Dyah Irenda Talitha Salsabila Irenda Talitha Salsabila Irman Effendy Irwansyah Ibrahim Irwansyah Irwansyah Izman Herdiansyah Jerry Hansen jerry hansen Julfia, Fenty Tristanti Juliansyah, Rendy Julyansyah, Rendi Juwita Puja Anggraini Kasmin Arif Kemas Muhammad Wahyu Hidayat Kevin Dwi Saputra Kholifah Raihanun Navira Kholifah Raihanun Navira Koko Caniago Kristina Sipayung, Agnes Kurniawan Kurniawan Kurniawan, Kemas Ahmad Kusumo Setyo Aryogi Lailatul Akmal Lathifa , Lathifa Latifa, Latifa Leo Faturahman Leon Andretti Abdillah Lestari, Fenny Lidya Melia Sari Liontadinda Ayu Amizhora Lola Nurhasanah Lora Ersitha Loren Diaz Lintang Lurya Virna M A Rizky Aditya N M Aswadi M Izman Herdiansyah M wirayuda M Yonandio Lazuardi M Zakiansyah M. Aswadi M. Aswadi M. Eko Saputra D. D M. Erlangga Fauzi M. Fakhri Sholahuddin M. Izman Herdiansyah M. Ridho Amanatullah M. Rizqi Hidayah Adryansyah M. Zakiansyah M.Erlangga Fauzi M.Sultan Haidar Madona, Angga Maharani, Sheren Muchlika Majduddin Majduddin Majduddin, Majduddin Malian Malian Malian, Malian Manihuruk, Dwi Margaretta Marli Yansyah marsa silvia, Mutiara Marutha Berlianti Akbar Maryani Farwati Maryani Farwati Megawaty Mehri Paniza Meidiandra, Muhammad Kevin Meidick Dias Davesela Meidick Dias Devasela Meidick Dias Devasela Merry Agustina Mgs Ilham Zuhdi Mgs Ilham Zuhdi Mgs. Ilham Zuhdi Mochammad Imron Awalludin Mohammad Ikhsan Saputro, Mohammad Ikhsan Monika Sima Muhamad Dyo Arganata Muhamad Faqih Febriansyah Muhamad Risdarianto Utomo Muhamad Rizky Syakban Barokah Muhammad Abd Azis Muhammad Amin Sakaria Muhammad Arief Algiffary Muhammad Azhari Muhammad Azhari Muhammad Azhari Muhammad Bagus Pratama Muhammad Bahrul Lutfianto Muhammad Erlangga Fauzi Muhammad Febrian Muhammad Hafidz Adisty Muhammad Idzha Adhitya Ranius Muhammad Idzha Adhitya Ranius Muhammad Iqbal Muhammad Iqbal Muhammad Irdian Saputra Muhammad Izman Herdiansyah Muhammad Izman Herdiansyah Muhammad Kevin Meidiandra Muhammad Kevin Meidiandra Muhammad Marzuki Muhammad Marzuki Muhammad Naufal Arlyanda Muhammad Naufal Miftahul Hakim Muhammad Nuril Yunus yunus Muhammad Raihan Yusuf Muhammad Rhamadani Muhammad Ridho Amanatullah Muhammad Ridwan Muhammad Rizki Muhammad Rizki Ramadhan Muhammad Rizky Safwan Muhammad Tengku Sadewa Muhammad Yonandio Lazuardi Muhammad Zaki Muhammad Zaki Muhammad Zakiansyah Muttia Ramadhita Nabila Ade Mutmaina Nabila Amelia Pratiwi Nabila Putri Hariani Nabilla Amelia Pratiwi Nadiya Citra Dewi Nadya Kusuma Wardhani Nadya Kusuma Wardhani Nailah Ramadhani Laboy Naldo Kurnia Parandika Nandi Nandi Nandra Sari, Vingky Narji, Mohammad Naufal Farid Naufal Rahmatullah Ramadhan Nauroh Nazhiifah Navira, Kholifah Raihanun Nengah Riki Nia Adila Ninna Mugianti Utami Nita Rosa Damayanti Niza Tadzkiratun Nafisah Niza Tadzkiratun Nafisah Niza Tadzkiratun Nafisah Novansyah, Hairil Novaria Kunang, Yesi Novita Anggraini Novita Anggraini Novita Sari, Deska Nugraha rachmatullah Nugraha Rachmatullah Nur Asniati Djaali Nur Ayu Wulantari Nurul Khasanah, Nurul Nurul Rudotul Saddiah Siregar Nyimas Hamidah Purnama Agustriani Nyimas Hamidah Purnama Agustriani - Nyimas Sopiah Oktrimelda Raburga Omar Da’i Fananda Padel Mohammad Agam Padel Mohammad Agam Padel Pamungkas, Akbar Pandu Berlian Herinda Panji Novantara Patricia Aprilia Quiroz Patricia Aprilla Quiroz Perdana, Bosya Praditya Tama Putra, Ega Pransiska Adela Susilowati Prasiska Adela Susilowati Prasiska Adela Susilowati Prasiska Adela Susilowati pratama, rianda Pratiwi, Nabilla Amelia Prawijaya, Muhammad Tarish Prayoga Pidrosa Priansyah, Erik Purnama Sari Purnomo Purnomo Putra Akmal, R. Arfi Putra, Dwi Mulya Putra, Yusuf Andi Putri Asyifah Vahlevi Putri Ramayanti Putri, Belvana Qois Al Qorni Qois Al Qorni Qomalasari, Payteireisia Putri rachman agung prabowo Rachmat Adiaz Arrofi Ragil Timur Rahman Ajie Rahman Rulli Arjiansa Rahman, Hamid Rahmania, Desti Rahmawati, S.Cindy Raihan Ambari Ramadhani , Dwi Octa Ramadhani, Dwi Octa Ramadhani, Nasywa Ramdani Agusman Rani Fira Yunita Rasmila, Rasmila Ratna Juwita Reben Yulandra Agustian Rendi Saputra Rendy Andika Resky Klarasati Resky Klarasati Revifal Anugerah Reyhand Ardhitha Reza Ardiansyah Reza Ardiansyah Reza Pahlevi REZA PAHLEVI Rezano Akhiruddin, Deddy Rezky Yuranda Rhandy Citra Rhandy Elfandiar Rian Handoko Rianda Pratama Ridho Amanatullah Riffal Setiawan Rika Tri Diana Rike Sucihati Riky Apriadi Rindi Wijayanti RIO ANDRIYAT KRISDIAWAN Rio Anggala Rio Priantama Rio Zuhriansyah Risky Amelia Rivina Kayla Nazeva Riya Majalista Rizki Pratama Rizki Wijayanto Romadhon, M. Iman Roni Nursyamsu Rosita Diana Roswati, Roswati Sabilillah, Henisa Sakaria, Muhammad Amin Salamudin Salamudin Salamudin Salamudin Salim, Axel Natanael Salsabila, Irenda Talitha Sangaji, Didi Sania Febriani Saputra, Dhimas Rosanto Saputra, Rindi Rama saputra, Taura Saputri, Dhini Novely Sari, Yulia Permata Sari, Yunita Permata Seprina, Iin Septi Mujiranda Septian, Egy Shintia, Shintia Sholahuddin, Fakhri Silvia Ayu Anggraeini Sisco, Dicofran Siti Khasanah Siwi Pelita Amini Sondang Sibuea Sri Rahayu SRI RAHAYU Sri Rawati Sri Tari Utami Sri Warianti Stiawan Deris Suci Nova Ramadhani Sugeng Purwanto Sugeng Purwanto Suharminto, Bayu Dwi Sutanto Priyo Hastono Sutrisno Sutrisno Suwarni Suwarni Syahadatillah Syahadatillah Syahputra, Heri Akwan Syahril Rizal, Syahril Syazili, Ahmad Takdir Alisyahbana Takdir Alisyahbana Taqrim Ibadi Taura Saputra Tia Febrianti Tiara Siti Nadira Tio Saputra Titah titah Titah Titah Titah, Titah Tito Sugiharto Tri Basuki Kurniawan Tri Gunendro Tri Octavianto Ulung Wira Yuda Usman Ependi Vidi Lampah Vingky Nandra Sari Wahab, Wahyuni WAHYU FIRMANSYAH Wardah Miftahul Jannah Warianti, Sri Warni, Heri Widya Cholil Wijaya, Alek Wijaya, Alex Wiwik Handayani Wiwin Tri Astuti Wulan Permata Sari Wulantari, Nur Ayu Yanti, Dwi Desi Yeni Natalia Yesi Novaria Kunang Yevi Grata Putra Yoga Adi Saputra Yoga Pratama Yohanes Bowo Widodo Yudha, Hasendha Dharma Yudhazaldi Nuki Putrasandi yuki arimbi Yuli Apriyanti Yulia Permata Sari Yulia Permata Sari Yulia Permata Sari Yunike, Yunike Yunita Permata Sari Yunita Permata Sari yunus, Muhammad Nuril Yunus Yuranda, Rezky Yusuf Andi Putra Zaeni Fajriana Zaid Amin Zaid Amin, Zaid Zainal Abidin Zainal Abidin Zalwanda Vadissa Arla Zelika Apriliani Zelika Apriliani Zelly Apriza Zena Lusi Zidan Nurgholis Zulkarnain Zulkarnain Zulkarnain Zulkarnain

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Journal : Syntax Idea