Integrating encryption techniques for secure data storage in the cloud
Cloud computing has emerged as one of the most groundbreaking technologies to have
redefined the bounds of conventional computing techniques. It has ushered in a paradigm …
redefined the bounds of conventional computing techniques. It has ushered in a paradigm …
A novel multimodal deep learning framework for encrypted traffic classification
Traffic classification is essential for cybersecurity maintenance and network management,
and has been widely used in QoS (Quality of Service) guarantees, intrusion detection, and …
and has been widely used in QoS (Quality of Service) guarantees, intrusion detection, and …
A look behind the curtain: traffic classification in an increasingly encrypted web
Traffic classification is essential in network management for operations ranging from
capacity planning, performance monitoring, volumetry, and resource provisioning, to …
capacity planning, performance monitoring, volumetry, and resource provisioning, to …
Attention-based bidirectional GRU networks for efficient HTTPS traffic classification
Distributed and pervasive web services have become a major platform for sharing
information. However, the hypertext transfer protocol secure (HTTPS), which is a crucial web …
information. However, the hypertext transfer protocol secure (HTTPS), which is a crucial web …
[HTML][HTML] The dichotomy of neural networks and cryptography: War and peace
In recent years, neural networks and cryptographic schemes have come together in war and
peace; a cross-impact that forms a dichotomy deserving a comprehensive review study …
peace; a cross-impact that forms a dichotomy deserving a comprehensive review study …
MATEC: A lightweight neural network for online encrypted traffic classification
J Cheng, Y Wu, E Yuepeng, J You, T Li, H Li, J Ge - Computer Networks, 2021 - Elsevier
Increased awareness of privacy protection has led to a surge in the volume of encrypted
traffic, which creates a heavy burden for efficient network management (eg quality-of-service …
traffic, which creates a heavy burden for efficient network management (eg quality-of-service …
CETAnalytics: Comprehensive effective traffic information analytics for encrypted traffic classification
Encrypted traffic classification is of great significance for advanced network services. Though
encryption methods seem unbroken in protecting users' privacy, existing studies have …
encryption methods seem unbroken in protecting users' privacy, existing studies have …
A cost-sensitive deep learning-based approach for network traffic classification
A Telikani, AH Gandomi, KKR Choo… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Network traffic classification (NTC) plays an important role in cyber security and network
performance, for example in intrusion detection and facilitating a higher quality of service …
performance, for example in intrusion detection and facilitating a higher quality of service …
Network traffic classification based on deep learning
J Li, Z Pan - KSII Transactions on Internet and Information Systems …, 2020 - koreascience.kr
As the network goes deep into all aspects of people's lives, the number and the complexity
of network traffic is increasing, and traffic classification becomes more and more important …
of network traffic is increasing, and traffic classification becomes more and more important …
Encrypted traffic classification based on Gaussian mixture models and hidden Markov models
Z Yao, J Ge, Y Wu, X Lin, R He, Y Ma - Journal of Network and Computer …, 2020 - Elsevier
To protect user privacy (eg, IP address and sensitive data in a packet), many traffic
protection methods, like traffic obfuscation and encryption technologies, are introduced …
protection methods, like traffic obfuscation and encryption technologies, are introduced …