activity
20192022
most citedNew Directions in Automated Traffic Analysis

143 citations · 218 across the 7 of their papers we have counts for

collaborators

7 papers

cs.NI2022★ 6 cited

Towards Reproducible Network Traffic Analysis

Jordan Holland, Paul Schmitt, Prateek Mittal +1

Analysis techniques are critical for gaining insight into network traffic given both the higher proportion of encrypted traffic and increasing data rates. Unfortunately, the domain…

cs.CR2020★ 2 cited

Evaluating Snowflake as an Indistinguishable Censorship Circumvention Tool

Kyle MacMillan, Jordan Holland, Prateek Mittal

Tor is the most well-known tool for circumventing censorship. Unfortunately, Tor traffic has been shown to be detectable using deep-packet inspection. WebRTC is a popular web frame…

cs.CR2020★ 143 cited

New Directions in Automated Traffic Analysis

Jordan Holland, Paul Schmitt, Nick Feamster +1

Despite the use of machine learning for many network traffic analysis tasks in security, from application identification to intrusion detection, the aspects of the machine learning…

cs.NI2020★ 2 cited

Classifying Network Vendors at Internet Scale

Jordan Holland, Ross Teixeira, Paul Schmitt +4

In this paper, we develop a method to create a large, labeled dataset of visible network device vendors across the Internet by mapping network-visible IP addresses to device vendor…

cs.CY2020★ 11 cited

Identifying Disinformation Websites Using Infrastructure Features

Austin Hounsel, Jordan Holland, Ben Kaiser +3

Platforms have struggled to keep pace with the spread of disinformation. Current responses like user reports, manual analysis, and third-party fact checking are slow and difficult…

cs.NI2019★ 50 cited

Comparing the Effects of DNS, DoT, and DoH on Web Performance

Austin Hounsel, Kevin Borgolte, Paul Schmitt +2

Nearly every service on the Internet relies on the Domain Name System (DNS), which translates a human-readable name to an IP address before two endpoints can communicate. Today, DN…

cs.NI2019★ 4 cited

Measuring Irregular Geographic Exposure on the Internet

Jordan Holland, Jared Smith, Max Schuchard

We examine the extent of needless traffic exposure by the routing infrastructure to nations geographically irrelevant to packet transmission. We quantify what countries are geograp…