Khi Internet và các mạng nội bộ càng ngày càng phổ biến, thách thức của các vấn đề xâm nhập mạng trái phép đã buộc các tổ chức phải bổ sung thêm hệ thống để kiểm tra các lỗ hổng về bảo mật CNTT. Một trong những hệ thống được những người quan tâm đến bảo mật nhắc đến nhiều nhất là hệ thống phát hiện xâm nhập (IDS).
Thiết kế IDS trong mô hình mạng doanh nghiệp
Tùy vào mục đích cũng như cấu trúc mạng, có thể đặt IDS tại các vị trí khác nhau để tận dụng tối đa khả năng của hệ thống này.
1. Đặt giữa router và firewall
Khi đặt trong trường hợp này, IDS sẽ theo dõi tất cả các lưu lượng trên cả 2 chiều. Khi triển khai theo cấu trúc này thì IDS phải chịu áp lực rất lớn về lượng, nhưng lại có khả năng giám sát toàn bộ lưu lượng của hệ thống mạng. Vì vậy, trong trường hợp này nên lựa chọn các thiết bị IDS có khả năng chịu tải cao để nâng cao hiệu năng.
2. Đặt trong miền DMZ
Khi đặt trong trường hợp này, IDS sẽ theo dõi tất cả lưu lượng vào/ra trong miền DMZ
3. Đặt sau firewall
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)
Khi đặt trong trường hợp này, IDS sẽ theo dõi tất cả lưu lượng trao đổi phía sau firewall như:
• Dữ liệu trao đổi trong LAN.
• Dữ liệu từ LAN vào/ra DMZ và ngược lại.
Một số kiểu tấn công vào hệ thống IDS và cách phòng chống
Từ chối dịch vụ (DoS): cũng như các thiết bị mạng khác, IDS hoàn toàn có khả năng bị tấn công từ chối dịch vụ, nhằm mục đích tiêu tốn tài nguyên hệ thống (CPU, bộ nhớ, băng thông mạng…).
Tấn công đánh lừa IDS: sử dụng các kỹ thuật can thiệp, thay đổi cấu trúc gói tin để nhằm đánh giá khả năng ứng xử của IDS đối với các kiểu dữ liệu đầu vào.
Một số tiêu chí triển khai IDS
• Xác định công nghệ IDS/IPS đã, đang hoặc dự định triển khai.
• Xác định các thành phần của IDS/IPS.
• Thiết đặt và cấu hình an toàn cho IDS/IPS.
• Xác định vị trí hợp lý để đặt IDS/IPS.
• Có cơ chế xây dựng, tổ chức, quản lý hệ thống luật (rule).
• Hạn chế thấp nhất các tình huống cảnh báo nhầm (false positive) hoặc không cảnh báo khi có xâm nhập (false negative).
TTNC&PT t/h
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