0% Complete
فارسی
Home
/
دوازدهمین کنفرانس بین المللی فناوری اطلاعات و دانش
SDN-based Deep Anomaly Detection For Securing Cloud Gaming Servers
Authors :
Mohammadreza Ghafari
1
Seyed Mostafa Safavi Hemami
2
1- دانشگاه صنعتی امیر کبیر
2- دانشگاه صنعتی امیرکبیر
Keywords :
Software Defined Network, Anomaly Detection, Cloud Gaming
Abstract :
Despite recent advances in cloud computing, users and organizations have always feared for the security of cloud environments. On the other hand, there is a concern on the part of cloud service providers, since all the cloud infrastructure shares sensitive data on the Internet. For this reason, an in-depth study to diagnose network anomalies seems logical, because with a precise approach, the risks of infiltration can be reduced. In this paper, we have used Software Defined Network (SDN) to implement game streaming in order to achieve our test penetration. Furthermore, we built our SDN-based database by performing a greedy approach. For this job, during multiple game streaming, three attackers infiltrate the cloud game infrastructure in a variety of ways to make the access of the gamer and the game server out of reach. By using the data from this event, which are stored in the controller, we have created a Neural Network (NN) to assess and diagnose abnormalities. Numerical results show that our controller can be effective in detecting anomalies with very little error.
Papers List
List of archived papers
ارائه یک الگوریتم سلسله مراتبی جهت تشخیص نفوذ در شبکه های کامپیوتری
دکتر باقر رحیم پور کامی - سیدمحمد سیدی برشی باقر رحیم پور کامی - سیدمحمد سیدی برشی -
Secure Web-Based Control of ROS 1 Robots Using AES-256-GCM Encryption and LLM Integration
Ali Godarzvand chegini - Mohammad Arabian
Predictive Maintenance using LSTM and Adaptive Windowing
Aien Ghanbari Adivi - Behrouz Shahgholi Ghahfarokhi
Distributed coordination protocol for event data exchange in IoT monitoring applications
Behnam Khazael - Hadi Tabatabaee Malazi
Enhancing kNN-Based Intrusion Detection with Differential Evolution with Auto-Enhanced Population Diversity
Zohre Karimi - Zeinab Torabi
Optimal selection of seed nodes by reducing the influence of common nodes in the influence maximization problem
Farzaneh Kazemzadeh - Ali Asghar Safaei - Mitra Mirzarezaee
COVID-19 Image Retrieval Using Siamese Deep Neural Network and Hashing Technique
Farsad Zamani Boroujeni - Doryaneh Hossein Afshari - Fatemeh Mahmoodi
حفظ حریم خصوصی در انتشار نسخه های متوالی دادههای شبکه اجتماعی با امکان افزایش یال
طاهره سرزهی - دکتر مهری رجایی طاهره سرزهی - مهری رجایی -
Enhancing Persian Speech Emotion Recognition with Contrastive Learning and Multimodal Fusion
Mobina Esmaeili - Vajiheh Sabeti
شناسایی و تحلیل ظرفیتهای استفاده از فناوری هوش مصنوعی در توسعه و بهبود شاخص مشارکت الکترونیکی
فرشاد حکمی زاده - عاطفه فرازمند
more
Samin Hamayesh - Version 42.5.2