21 citations · 70 across the 19 of their papers we have counts for
6 papers · 1 filter
Open-Source Framework for Encrypted Internet and Malicious Traffic Classification
Ofek Bader, Adi Lichy, Amit Dvir +2
Internet traffic classification plays a key role in network visibility, Quality of Services (QoS), intrusion detection, Quality of Experience (QoE) and traffic-trend analyses. In o…
Problem-Space Evasion Attacks in the Android OS: a Survey
Harel Berger, Chen Hajaj, Amit Dvir
Android is the most popular OS worldwide. Therefore, it is a target for various kinds of malware. As a countermeasure, the security community works day and night to develop appropr…
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 +2
Internet traffic classification is widely used to facilitate network management. It plays a crucial role in Quality of Services (QoS), Quality of Experience (QoE), network visibili…
Do You Think You Can Hold Me? The Real Challenge of Problem-Space Evasion Attacks
Harel Berger, Amit Dvir, Chen Hajaj +1
Android malware is a spreading disease in the virtual world. Anti-virus and detection systems continuously undergo patches and updates to defend against these threats. Most of the…
A Rotating Proposer Mechanism for Team Formation
Jian Low, Chen Hajaj, Yevgeniy Vorobeychik
We present a rotating proposer mechanism for team formation, which implements a Pareto efficient subgame perfect Nash equilibrium of an extensive-form team formation game.
MaMaDroid2.0 -- The Holes of Control Flow Graphs
Harel Berger, Chen Hajaj, Enrico Mariconti +1
Android malware is a continuously expanding threat to billions of mobile users around the globe. Detection systems are updated constantly to address these threats. However, a backl…