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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 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 Hidayat, Agung Agung Setiaji Agung Setiaji Agung Syaputra Agus Yusrizal Bakhrie Agus Yusrizal Bakri Agusnita, Andina Rahayu Agustian, Reben Yulandra Agustina, Delima Agustriani, Nyimas Hamidah Purnama Agvirilianto Wibowo Ahmad Dimas Aldian Alfurqon Ahmad Ghumaydi Ahmad Gunawan Ahmad Juan Syahwali Ahmad Kurniawan Kemas Ahmad Syazili Ahmad, Fadhil Ainna Khansa Ajeng Tias Endarti Akbar, M. Raflie Akbar, Marutha Berlianti Akhiruddin, Deddy Rezano Al Qorni, Qois Aldo Prima Aditia Alfarisy, Arif Alfian, Firman Alfin Cahyo Wibisono Alisyahbana, Takdir alwi, Majduddin Amalia, Rahayu Amanatullah, Muhammad Ridho Amanatullah, Ridho Amin Sakaria, Muhammad Aminuyati 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 Anggraeini, Silvia Ayu Anindya, Aulia Anisah Fadhilah Annisa Fitri Aulia Annisa Fitri Aulia Apriliansah, Ilham Apriza, Delta Ardi Ardi Arek Satria Arganata, Muhamad Dyo Ariansyah, Beni Arie Bayu Untoro Arif Alfarisy Arif Budianto ARIF HIDAYAT arimbi, yuki Arjiansa, Rahman Rulli Arjun, Jennifer Arla, Zalwanda Vadissa Arrohman, Oman Asep Mursid Aswadi, M. Aulia Anindya Axel Natanael Salim Axel Natanael Salim AYU, AYU NOVITASARI Azhar Rizki Ismail Aziman, M. Fauzan Azizah, Shavira Nur Baehaqi Bagas Piwari Bangga Surya Nagara Bangga Surya Nagara Barava Fediro Bela, Nia Annisa Bellini, Yustida Beni Ariansyah Beni Ariansyah Beni Ariansyah Billan, Angel Caroline Bosya Perdana Buckhori, Ananda Al Bugita Danuarta Bugito Danuarta Caniago, Koko Carter, Dandi Celvine Adi Putra Celvine Adi Putra Cipto Kurniawan Danisa Enjelika Davesela, Meidick Dias Deddy Rezano Akhiruddin Dedek Julian Dedek Kurniadi Dedi Setiadi Dedi Setiadi Delpiah Wahyuningsih Delta Apriza Depo Sadrila Hadi Deska Novita Sari Desriani, Dwi Endah Devasela, Meidick Dias Devi puspitasari, Devi Dewi Novita Sari Dewi Novitasari Dheanda Absharina, Eriene DIAN LESTARI Dian Yunita Situmorang Diana Puspita Sari Diana, Rosita Dicofran Sisco Dicopran Sisco dicopran sisco dico Didi Sangaji Didi Sangaji Difa Chairunnisa Dilla Mukarromah Dimi Krismayanti Dinata, Aria 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 Effendy, Irman Egy Septian Egy Septian Egy Septian Eka Lucyanti elitaputri10_ putri ENDRI ENDRI Erlangga, Perdi Erwin Susanto Erwin Susanto Esis Melisa Evariani Evariani E evariani, evariani Fachry Abda El Rahman Fadhil Ahmad Fadli Fajar Prayoga faliandy Faliandy, Faliandy Farrah Meirisah Farwati, Maryani Fatur Ilham Farlevi Fatur Ilham Farlevi Febrian, Muhammad Febriani, Sania Febrianti Widyahastuti Ferry Putrawansyah Fiqri, Amrullah Maulana Firdaus Firdaus Firna, Nina Futri Maria Gery Jentama Grace Christine Sihombing Gunawan Gunawan Gunawan Gunendro, Tri Hafizena, M. Fachri Hairun Anisyah Hamid Rahman Hamid Rahman Hansen, Jerry Helda Yudiastuti Hendra Yada Putra Henisa Sabillillah Herdiansyah, Izman Herdiansyah, M. Izman Herdiansyah, M. Izman Heri Akwan Syahputra Hermalia Putri Heru Budianto Hidayatullah, Kgs M. Syarif Ibrahim Aziz Ice Keristina Ice Novita Sari Iin Seprina Ikhtiarti, Dyah Indah, Mayang Puspa Irenda Talitha Salsabila Irenda Talitha Salsabila Irman Effendy Irwansyah Ibrahim Irwansyah Irwansyah Irwansyah Irwansyah Ismail, A. Faiz Jerry Hansen jerry hansen Julfia, Fenty Tristanti Juliansyah, Rendy Julyansyah, Rendi Juwita Puja Anggraini Kasmin Arif Kemas Ahmad Kurniawan Kemas Muhammad Wahyu Hidayat Kemas, Ahmad Kurniawan Ketut Doni Riyan Dinata Kevin Dwi Saputra Kevin Meidiandra, Muhammad Kholifah Raihanun Navira Kholifah Raihanun Navira Koko Caniago Krismayanti, Dimi Kristina Sipayung, Agnes Kurniawan Kurniawan Kurniawan, Cipto Kurniawan, Desindra Deddy Kurniawan, Kemas Ahmad Kusumo Setyo Aryogi Lailatul Akmal Lathifa , Lathifa Latifa, Latifa Lazuardi, Muhammad Yonandio 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. Eko Saputra D. D M. Erlangga Fauzi M. Fakhri Sholahuddin M. Faruq Tajuddin M. Ridho Amanatullah M. Rizqi Hidayah Adryansyah M. Zakiansyah M.Erlangga Fauzi M.Sultan Haidar Madona, Angga Maharani, Sheren Muchlika Mahardika, Billi Majduddin Majduddin Majduddin, Majduddin Malian Malian Malian, Malian Manihuruk, Dwi Margaretta Maria, Fitri Marli Yansyah marsa silvia, Mutiara Marutha Berlianti Akbar Marutha Berlianti Akbar Maryani Farwati Maryani Farwati Megawaty Megawaty, Megawaty Mehri Paniza Meidiandra, Muhammad Kevin 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 Amri Hidayat Muhammad Arief Algiffary, Muhammad Arief Muhammad Azhari Muhammad Azhari Muhammad Bagus Pratama Muhammad Bahrul Lutfianto Muhammad Erlangga Fauzi Muhammad Febrian Muhammad Hafidz Adisty Muhammad Idzha Adhitya Ranius 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 Ridwan Muhammad Rizki Muhammad Rizki Ramadhan Muhammad Rizky Safwan Muhammad Tengku Sadewa Muhammad Zaki Muhammad Zaki Muhammad Zakiansyah Mukarromah, Dilla Mursid, Asep Muttia Ramadhita Nabila Ade Mutmaina Nabila Amelia Pratiwi Nabila Putri Hariani Nabilla Amelia Pratiwi Nadiya Citra Dewi Nadya Kusuma Wardhani Nadya Kusuma Wardhani Nafisah, Niza Tadzkiratun Nailah Ramadhani Laboy Naldo Kurnia Parandika Nandi Nandi Nandra Sari, Vingky Narji, Mohammad Naufal Farid Naufal Farid, Naufal Naufal Rahmatullah Ramadhan Nauroh Nazhiifah Navira, Kholifah Raihanun Nengah Riki Nia Adila Ninna Mugianti Utami Nita Rosa Damayanti Niza Tadzkiratun Nafisah Novansyah, Hairil Novaria Kunang, Yesi Novita Anggraini Novita Anggraini NOVITASARI, Ayu Novrianda, Rahmat Nugraha rachmatullah Nur Asniati Djaali Nur Ayu Wulantari Nur Ayuwulantari Nurhasanah, Lola Nurul Rudotul Saddiah Siregar Nurwijayanti Nyimas Sopiah Oktrimelda Raburga Omar Da’i Fananda Ona Anisa Ozageo Radeta Padel Mohammad Agam Padel, Padel Mohammad Agam Pamungkas, Akbar Pandu Berlian Herinda Panji Novantara Patricia Aprilia Quiroz Patricia Aprilla Quiroz Perdana, Bosya prabowo, rachman agung Praditya Tama Putra, Ega Pransiska Adela Susilowati Pransiska Adela Susilowati Prasiska Adela Susilowati Prasiska Adela Susilowati Prasiska Adela Susilowati pratama, rianda Pratiwi, Nabilla Amelia Prawijaya, Muhammad Tarish Prayoga Pidrosa Priansyah, Erik Pringgayuda, M Surya Purnama Sari Purnomo Purnomo Putra Akmal, R. Arfi Putra, Dwi Mulya Putra, Hendra Yada Putra, Yusuf Andi Putrawansyah, Angga Putri Asyifah Vahlevi Putri Ramayanti Putri, Belvana Putri, Gempita Buana Qois Al Qorni Qomalasari, Payteireisia Putri Rachmat Adiaz Arrofi Rachmatullah, Nugraha Rafles, Nedi Ragil Timur Rahayu, Desi Elta Rahman Ajie Rahman, Hamid Rahmania, Desti Rahmatin Nufus Rahmawati, S. Cindy Rahmawati, S.Cindy Raihan Ambari ramadhan, akbar rizki Ramadhani , Dwi Octa Ramadhani, Dwi Octa Ramadhani, Nasywa Ramdani Agusman Ramdani Agusman Rani Fira Yunita Ranius, A. Yani Ranius, Muhammad Idzha Adhitya 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 Rhandy Citra Rhandy Elfandiar Rian Handoko Rianda Pratama Riffal Setiawan Rika Tri Diana Rike Sucihati Riky Apriadi Rindi Wijayanti RIO ANDRIYAT KRISDIAWAN Rio Anggala Rio Priantama Rio Zuhriansyah Risky Amelia Risky Amelia Rivina Kayla Nazeva Riya Majalista Rizki Pratama Rizki Wijayanto Romadhon, M. Iman Roni Nursyamsu Rosita Diana Roswati, Roswati Royatuddin S Sutrisno Sabilillah, Henisa Sakaria, Muhammad Amin Salamudin Salamudin Salamudin Salamudin Salim, Axel Natanael Salsabila, Irenda Talitha Sangaji, Didi Sania Febriani Saprina, Iin Saputra, Dhimas Rosanto Saputra, Rindi Rama saputra, Taura Saputra, Yoga Adi Saputri, Dhini Novely Sari, Yulia Permata Saro, Dewi Novita Seftiani, Amelia Seprina, Iin Septi Mujiranda Septian, Egy Shintia, Shintia Silvia Ayu Anggraeini Siswahyudianto Siti Khasanah Siwi Pelita Amini Sondang Sibuea SRI RAHAYU Sri Rahayu Sri Rahayu Sri Rawati Sri Tari Utami Sri Warianti sri warianti Suci Nova Ramadhani Sugeng Purwanto Suharminto, Bayu Dwi Sutanto Priyo Hastono Sutrisno, Sutrisno Suwarni Suwarni Syahadatillah Syahadatillah Syahputra, Heri Akwan Syahril Rizal, Syahril Takdir Alisyahbana Taqrim Ibadi Taura Saputra Tia Febrianti Tiara Siti Nadira Tio Saputra Titah Titah, Titah Tito Sugiharto Tri Basuki Kurniawan Tri Gunendro Tri Octavianto Triyunsari, Desra Ulung Wira Yuda Usman Ependi Vidi Lampah Vingky Nanda Sari Vingky Nandra Sari Wahab, Wahyuni WAHYU FIRMANSYAH Wardah Miftahul Jannah Warianti, Sri Warni, Heri Widya Cholil Widyahastuti, Febrianti Wijaya, Alek Wijaya, Alex Wijayanti, Rindi 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 Yoga Pratama Yohanes Bowo Widodo Yudha, Hasendha Dharma Yudhazaldi Nuki Putrasandi Yuli Apriyanti Yulia Permata Sari Yulia Permata Sari Yulia Permata Sari Yunike, Yunike Yunita Permata Sari Yunita Permata Sari Yunita, Rani Fira yunus, Muhammad Nuril Yunus Yuranda, Rezky Yusuf Andi Putra Yusuf, Muhammad Raihan Zaeni Fajriana Zaid Amin, Zaid Zainal Abidin Zalwanda Vadissa Arla Zelika Apriliani Zelika Apriliani Zelly Apriza Zena Lusi Zidan Nurgholis Zulfikar Zulkarnain , Rahmad Zulkarnain Zulkarnain Zulkarnain Zulkarnain

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