EEMCS-CS-DACS
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work from home
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Not available in the morning.

I’m a PhD candidate at the Design and Analysis of Communication Systems (DACS) group at the Faculty of Electrical Engineering, Maths and Computer Science (EEMCS) at the University of Twente

I have a background in Computer Science, more specifically Cyber Security. This makes me a good fit for our IMS research group within DACS: Internet Measurement & Security.

Expertise

  • Computer Science

    • Detection Mechanism
    • End User Device
    • Malware
    • Network Provider
    • Network Traffic
    • Online Dating
    • Virtual Private Network
  • Social Sciences

    • Video on Demand

Organisations

My research focuses on investigating residential proxies. I use an empirical approach by performing global Internet-scale passive and active measurements.

One part of my workflow consists of capturing and analyzing network traffic. To keep the data I work with manageable, I rely on network flows that I generate with Tranalyzer, after which I dive deeper into the analysis. 

Another core part of my workflow involves reverse engineering the client software of residential proxy networks. I analyze binaries written in a variety of languages to recover C2 infrastructure, communication protocols, and configuration formats. This produces actionable indicators of compromise (IoCs) that I validate against real-world network data.

My work sits at the intersection of network measurement and security analysis: I combine passive NetFlow measurements from ISP-level vantage points with active probing of proxy C2 endpoints to characterize the operational infrastructure of residential proxy networks from an ISP and network operator perspective.

Publications

2024

A First Look at User-Installed Residential Proxies From a Network Operator's Perspective (2024)In 20th International Conference on Network and Service Management (CNSM). Khan, E., Chiapponi, E., Verkleij, M., Sperotto, A., van Rijswijk - Deij, R. M. & van der Ham, J.https://doi.org/10.23919/CNSM62983.2024.10814519

2023

Stranger VPNs: Investigating the Geo-Unblocking Capabilities of Commercial VPN Providers (2023)In Passive and Active Measurement: 24th International Conference, PAM 2023, Virtual Event, March 21–23, 2023, Proceedings (pp. 46-68). Khan, E., Sperotto, A., Ham, J. v. d. & Rijswijk-Deij, R. v.https://doi.org/10.1007/978-3-031-28486-1_3

Research profiles

I currently teach Security Services for the IoT and have some minor involvement in Network Systems. I also supervise bachelor and master theses, if you're looking for a topic feel free to contact me or drop by my office.

Affiliated study programs

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