Towards web service classification using addresses and DNS

M Trevisan, I Drago, M Mellia… - … and Mobile Computing …, 2016 - ieeexplore.ieee.org
The identification of the services that generate traffic is crucial for ISPs and companies to
plan and monitor the network. The widespread deployment of encryption and the …

AWESoME: Big data for automatic Web service management in SDN

M Trevisan, I Drago, M Mellia… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Software defined network (SDN) has enabled consistent and programmable management in
computer networks. However, the explosion of cloud services and content delivery networks …

[HTML][HTML] Natural language processing for web browsing analytics: Challenges, lessons learned, and opportunities

D Perdices, J Ramos, JL Garcia-Dorado, I Gonzalez… - Computer Networks, 2021 - Elsevier
In an Internet arena where the search engines and other digital marketing firms' revenues
peak, other actors still have open opportunities to monetize their users' data. After the …

Towards video flow classification at a million encrypted flows per second

J Garcia, T Korhonen, R Andersson… - 2018 IEEE 32nd …, 2018 - ieeexplore.ieee.org
As end-to-end encryption on the Internet is becoming more prevalent, techniques such as
deep packet inspection (DPI) can no longer be expected to be able to classify traffic. In many …

Improving SNI-based HTTPS security monitoring

WM Shbair, T Cholez, J François… - 2016 IEEE 36th …, 2016 - ieeexplore.ieee.org
Recent surveys show that the proportion of encrypted web traffic is quickly increasing. On
one side, it provides users with essential properties of security and privacy, but on the other …

Network traffic fingerprinting based on approximated kernel two-sample test

J Kohout, T Pevný - IEEE Transactions on Information …, 2017 - ieeexplore.ieee.org
Many applications and communication protocols exhibit unique communication patterns that
can be exploited to identify them in network traffic. This paper proposes a method to …

Temporal traffic smoothing for IoT traffic in mobile networks

Y Yamada, R Shinkuma, T Iwai, T Onishi, T Nobukiyo… - Computer Networks, 2018 - Elsevier
The proportion of mobile-device traffic relative to the total Internet traffic has been increasing
as Internet of Things (IoT) devices have spread. Here, if a large number of IoT devices send …

Understanding the share of IPv6 traffic in a dual-stack ISP

E Pujol, P Richter, A Feldmann - … 2017, Sydney, NSW, Australia, March 30 …, 2017 - Springer
After almost two decades of IPv6 development and consequent efforts to promote its
adoption, the current global share of IPv6 traffic still remains low. Urged by the need to …

Statistical estimation of the names of HTTPS servers with domain name graphs

T Mori, T Inoue, A Shimoda, K Sato, S Harada… - Computer …, 2016 - Elsevier
Adoption of SSL/TLS to protect the privacy of web users has become increasingly common.
In fact, as of September 2015, more than 68% of top-1M websites deploy SSL/TLS to encrypt …

DNS weighted footprints for web browsing analytics

JL García-Dorado, J Ramos, M Rodríguez… - Journal of Network and …, 2018 - Elsevier
The monetization of the large amount of data that ISPs have of their users is still in early
stages. Specifically, the knowledge of the websites that specific users or aggregates of users …