فهرست پایان نامه شناسایی نفوذگران با کمک مفهوم شبکه اجتماعی
فهرست:
1. کلیات... 2
1-1. مقدمه................................................................................................................................................2
1-2. اهدف تحقیق.. 3
1-3. تعاریف اولیه... 4
1-3-1. نفوذ. 4
1-3-2. نفوذگر. 5
1-3-3. سیستم های شناسایی نفوذ. 6
1-3-4. سیستم های پیشگیری از نفوذ. 6
1-3-5. دیوار آتش.... 7
1-4. چالشهای مسئله. 7
1-5. نگاهی به فصول پایان نامه. 9
2. مبانی نظری تحقیق.. 12
2-1. مقدمه....................... 12
2-2. طبقه بندی سیستم های تشخیص نفوذ. 13
2-2-1. منبع اطلاعاتی.. 13
2-2-1. روش تحلیل.. 15
2-2-2. نحوه نظارت... 16
2-2-3. روش پاسخگویی.. 17
2-3. جریان شبکه... 20
2-3-1. تعریف جریان شبکه. 20
2-4. انواع حملات..... 22
3. پیشینه تحقیق.. 28
3-1. مقدمه.................... 28
3-2. روش مبتنی بر جریان در برابر روش مبتنی بر محتوا 28
3-2-1. داده جریان شبکه. 29
3-2-2. روش های مبتنی بر بسته. 30
3-2-3. روش های مبتنی بر جریان.. 30
3-2-4. کرم ها 31
3-2-5. محدود کننده سرویس.... 34
3-2-6. پویش.... 36
3-2-7. Botnet 39
4. روش پیشنهادی.. 43
4-1. مقدمه............................................................................................................................................43
4-2. مجموعه داده ................................................................................................................................43
4-3. معیارهای شباهت... 45
4-3-1. معیارهای مبتنی بر گراف... 45
4-3-1-1. ضریب خوشه بندی محلی.. 45
4-3-1-2. ضریب خوشه بندی وزن دار محلی.. 46
4-3-2. معیارهای مبتنی بر گره 48
4-3-2-1. میانگین شباهت محلی.. 48
4-3-2-2. نسبت درجه گره 49
4-3-2-3. معیار Zscore. 49
4-4. شناسایی نفوذگران.. 51
5. آزمایشات و نتایج.. 53
5-1. مقدمه..................... 53
5-2. شبیه سازی گراف شبکه. 53
5-3. ساخت گراف یک سویه. 56
5-4. مقایسه معیارهای شباهت... 57
5-5. نتایج................. 58
فهرست منابع.. 60
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