عنوان فارسی مقاله: | سیستم تشخیص نفوذ مبتنی بر بیزی |
عنوان انگلیسی مقاله: | Bayesian based intrusion detection system |
چکیده
1. مقدمه
2. نظریه بیزی
3. مجموعه داده KDD-99
4. فیلتر بیزی
1-4: موتور آموزش
2-4 موتور آزمایش
5. ترتیبات آزمایشی
1-5 داده های آموزشی
2-5 ویژگی ها
3-5 آستانه
6. نتایج
1-6 آزمایش 1: استفاده از تمام رکوردهای حمله و رکوردهای نرمال (بدون حمله)
2-6: آزمایش 2: با استفاده از رکوردهای DOS و رکوردهای نرمال (بدون حمله)
3-6 آزمایش 3: با استفاده از رکوردهای Probing (کاوش) و رکوردهای نرمال
4-6: استفاده از رکوردهای نرمال و رکوردهای U2R
5-6 آزمایش 5: با استفاده از رکوردهای نرمال و رکوردهای L2R
7. استنتاج
کلمات کلیدی :
PDF]Bayesian based intrusion detection system tarjomefa.com/wp-content/uploads/2016/10/5438-English.pdf Bayesian based intrusion detection system. Hesham Altwaijry *, Saeed Algarny. Computer Engineering Department, King Saud University, P.O. Box 51178, ... [PDF]Bayesian Event Classification for Intrusion Detection - ACSAC https://www.acsac.org/2003/papers/82.pdf by CKDMW Robertson - Cited by 310 - Related articles anomaly-based intrusion detection systems classify an in- put event as normal or anomalous by analyzing its features, utilizing a number of different models. [PDF]A Bayesian Networks in Intrusion Detection Systems - Semantic Scholar https://pdfs.semanticscholar.org/0c66/09906b655755d3ea196ef6913bd12cf2b067.pdf by M Mehdi - 2007 - Cited by 39 - Related articles Abstract: Intrusion detection systems (IDSs) have been widely used to overcome security threats in computer networks. Anomaly-based approaches have the ... [PDF]Design of an Intrusion Detection System Based on Bayesian Networks www.wseas.us/e-library/transactions/computers/2009/29-234.pdf by M TUBA - Cited by 10 - Related articles Abstract: - This paper describes a structure of a standalone Intrusion Detection System (IDS) based on a large. Bayesian network. To implement the IDS we ... [PDF]IDS system based on Bayesian - Research Database - University of ... researchprofiles.herts.ac.uk/.../IDS_system_based_on_Bayesian_Networks_Chaminda... by C Alocious - Cited by 1 - Related articles Intrusion Detection System (IDS) to detect and prevent cybercrimes to protect these ... In this work, we propose an IDS based on Bayesian network classification ...