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      "abstract": "Keamanan infrastruktur jaringan lokal saat ini menghadapi ancaman\r\nserangan siber yang semakin kompleks, salah satunya adalah serangan brute force\r\nyang dapat mengakibatkan kelumpuhan akses pada perangkat krusial seperti\r\nfirewall. Penelitian ini bertujuan untuk mengatasi masalah tersebut dengan\r\nmengimplementasikan sistem Security Information and Event Management\r\n(SIEM) menggunakan Wazuh yang dikonfigurasi pada infrastruktur Hybrid\r\nCloud. Metode yang digunakan meliputi integrasi antara Wazuh Manager yang\r\nditempatkan pada Cloud VPS dengan spesifikasi RAM 4GB dan pfSense sebagai\r\ngateway di jaringan lokal. Sistem dirancang untuk melakukan remote logging \r\nserta menjalankan fitur Active Response sebagai mekanisme mitigasi otomatis.\r\nHasil penelitian menunjukkan bahwa sistem berhasil mendeteksi serangan brute\r\nforce secara real-time dan melakukan pemblokiran alamat IP penyerang pada\r\ntabel firewall pfSense dengan rata-rata waktu respon sebesar 2,2 detik. Meskipun\r\nmenggunakan spesifikasi memori terbatas sebesar 4GB, Cloud VPS terbukti stabil\r\ndan efisien dalam mengelola beban analisis log. Kontribusi penelitian ini\r\nmemberikan solusi pengamanan jaringan yang responsif dan ekonomis bagi\r\norganisasi yang memiliki infrastruktur on-premises namun menginginkan\r\npemantauan terpusat berbasis cloud. Hasil penelitian ini dapat dimanfaatkan oleh\r\nadministrator jaringan dan praktisi IT keamanan untuk meningkatkan postur\r\npertahanan jaringan dari ancaman autentikasi ilegal. Penelitian selanjutnya dapat\r\ndikembangkan dengan menambahkan integrasi notifikasi melalui platform pesan\r\ninstan untuk mempercepat pelaporan insiden kepada administrator.",
      "dir": "disk0\/00\/03\/30\/90",
      "date_type": "published",
      "keywords": "SIEM, Wazuh, pfSense, Active Response, Hybrid Cloud.",
      "corp_creators": [
        "Universitas AMIKOM Yogyakarta"
      ],
      "date": "2026-04-22",
      "creators": [
        {
          "nim": "22.11.5102",
          "name": {
            "honourific": null,
            "family": "Subiakto",
            "lineage": null,
            "given": "Muhammad Winaris"
          }
        }
      ],
      "contributors": [
        {
          "name": {
            "given": "Ade",
            "lineage": null,
            "honourific": null,
            "family": "Pujianto"
          }
        }
      ],
      "rev_number": 14,
      "thesis_type": "bachelor",
      "title": "IMPLEMENTASI ACTIVE RESPONSE PADA SIEM WAZUH\r\nUNTUK MITIGASI SERANGAN BRUTE FORCE PADA\r\nFIREWALL PFSENSE BERBASIS CLOUD VPS",
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