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Forensics Analysis of FacePlay Application to Seek Digital Artifacts on Data Ownership and Privacy

3 năm trước

Forensics Analysis of FacePlay Application to Seek Digital Artifacts on Data Ownership and Privacy

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ALID-GAN: Phương pháp hỗ trợ học chủ động cho hệ thống phát hiện xâm nhập dựa trên mạng sinh đối kháng

3 năm trước

ALID-GAN: Phương pháp hỗ trợ học chủ động cho hệ thống phát hiện xâm nhập dựa trên mạng sinh đối kháng

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Strengthening IDS against Evasion Attacks with GAN-based Adversarial Samples in SDN-enabled network

4 năm trước

With the spread of the number of smart devices in the context of Smart City, Software Defined Networking (SDN) is considered as a vital principle to manage a large-scale heterogeneous network within centralized controller. To deal with cyberattacks against such networks, intrusion detection system (IDS) is built to recognize and…

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DIGFuPAS: Deceive IDS with GAN and Function-Preserving on Adversarial Samples in SDN-enabled networks

4 năm trước

Showing a great potential in various domains, machine learning techniques are more and more used in the task of malicious network traffic detection to significantly enhance the ability of intrusion detection system (IDS). When associating with Software-Defined Networks (SDN), the deployment of IDSs can leverage the centralized control plane in…

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A Deep Transfer Learning Approach for Flow-based Intrusion Detection in SDN-enabled Network

4 năm trước

Revolutionizing operation model of traditional network in programmability, scalability, and orchestration, Software-Defined Networking (SDN) has considered as a novel network management approach for a massive network with heterogeneous devices. However, it is also highly susceptible to security attacks like conventional network. Inspired from the success of different machine learning algorithms…

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