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Khoshkbarchi A, Shahriari H R. Entropy-Based Trust Management System for Mitigating Malicious Behaviors in Trust Management Systems, Considering Information Ethics Theory. JSDP 2024; 20 (4) : 1
URL: http://jsdp.rcisp.ac.ir/article-1-1370-fa.html
URL: http://jsdp.rcisp.ac.ir/article-1-1370-fa.html
خشکبارچی امیر، شهریاری حمید رضا. سامانۀ مدیریت اعتماد مبتنی‌بر آنتروپی جهت کاهش رفتارهای بدخواهانه در سامانه‌های مدیریت اعتماد بر اساس نظریه اخلاق اطلاعاتی. پردازش علائم و داده‌ها. 1402; 20 (4) :3-22
دانشگاه صنعتی امیر کبیر
چکیده: (239 مشاهده)
سامانه‌های مدیریت اعتماد در محیط‌های تعاملی، جایی که یک عامل باید در مورد استفاده از یک خدمات تصمیم بگیرد، استفاده میشوند. به‌دلیل فراگیرشدن این سامانه‌ها، موجودیت‌های بدخواه انگیزۀ مضاعفی برای تأثیرگذاری بر سامانه‌های مدیریت اعتماد و ایجاد خدشه در فرایند تصمیم‌گیری دارند. با وجود روش‌های ارائه‌شده برای کاهش فعالیت‌های مخرب در الگوهای اعتماد قبلی، بسیاری از آنها نتوانستند به‌طور مؤثر این مشکل را حل کنند. به‌عنوان مثال، مقابله با تغییر رفتار عاملها یک مشکل رایج برای بسیاری از الگوهای اعتماد است. علاوه‌بر این، هیچ رویکرد قوی، منعطف و تطبیقی ارائه نشده‌است و این مشکل همچنان وجود دارد. در این مقاله، رویکرد جدیدی برای جلوگیری از اعمال مخرب و شناسایی ناهنجاری‌ها با استفاده از یک سامانۀ مدیریت اعتماد مبتنی‌بر آنتروپی با قابلیت تشخیص ویژگی‌های ذاتی اقدامات عاملها، اعم از اینکه اقدام مخرب باشد یا خیر، ارائه شده‌است. محاسبۀ اعتماد بر اساس ساختار آنتروپی، از نظریۀ اخلاق اطلاعات الهام گرفته‌شده‌است. با استفاده از این روش، اقدامات مخربی که سامانۀ مدیریت اعتماد را مختل میکنند، پالایش میشوند و در نتیجه، دقت محاسبۀ اعتماد افزایش می‌یابد. نتایج تجربی حاصل از شبیه‌سازی نشان می‌دهد که عملکرد سامانۀ پیشنهادی از نظر دقت محاسبه، قابلیت اعتماد خدمات و همچنین، تشخیص رفتار مخرب عاملها قابل‌قبول است. به‌طور ویژه، الگوی پیشنهادی از نظر سرعت انطباق با تغییرات محیطی و رفتارهای متغیر عاملها، حدود ده درصد نسبت به الگوهای اعتماد شناخته‌شده بهبود یافته‌است.
شماره‌ی مقاله: 1
واژه‌های کلیدی: اعتماد، نظریه اخلاق اطلاعاتی، آنتروپی، کشف خدمات، محیط مبتنی‌بر سامانه، مبتنی بر سرویس، مبتنی‌بر خدمات
نوع مطالعه: پژوهشي |
موضوع مقاله:
مقالات گروه امنیت اطلاعات
دریافت: 1402/1/12 | پذیرش: 1402/4/27 | انتشار: 1403/2/6 | انتشار الکترونیک: 1403/2/6
دریافت: 1402/1/12 | پذیرش: 1402/4/27 | انتشار: 1403/2/6 | انتشار الکترونیک: 1403/2/6
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