Ran Dubin

Analyzing HTTPS encrypted traffic to identify user's operating system, browser and application

Jonathan Muehlstein, Yehonatan Zion, Maor Bahumi et al. · 2017 · 51 citations

Mobile Security, Internet Traffic Analysis, Engineering +16

When a RF beats a CNN and GRU, together—A comparison of deep learning and classical machine learning approaches for encrypted malware traffic classification

Adi Lichy, Ofek Bader, Ran Dubin et al. · Computers & Security · 2022 · 45 citations

Together—a Comparison, Convolutional Neural Network, Engineering +7

MalDIST: From Encrypted Traffic Classification to Malware Traffic Detection and Classification

Ofek Bader, Adi Lichy, Chen Hajaj et al. · 2022 · 31 citations

Malware Traffic Detection, Internet Traffic Analysis, Encrypted Traffic Classification +15

The effect of client buffer and MBR consideration on DASH Adaptation Logic

Ran Dubin, Ofer Hadar, Amit Dvir · 2013 · 24 citations

Adaptation Logic, Engineering, Mbr Consideration +14

Encrypted video traffic clustering demystified

Amit Dvir, Angelos K. Marnerides, Ran Dubin et al. · Computers & Security · 2020 · 18 citations

Engineering, Encrypted Traffic, Video Distribution +9