AI/ML for network security: The emperor has no clothes

AS Jacobs, R Beltiukov, W Willinger… - Proceedings of the …, 2022 - dl.acm.org
Several recent research efforts have proposed Machine Learning (ML)-based solutions that
can detect complex patterns in network traffic for a wide range of network security problems …

Evaluating QUIC performance over web, cloud storage, and video workloads

T Shreedhar, R Panda, S Podanev… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
QUIC was launched in 2013 with a goal to provide reliable, connection-oriented and end-to-
end encrypted transport and is recently standardized in May 2021 by the Internet …

MIRAGE: Mobile-app traffic capture and ground-truth creation

G Aceto, D Ciuonzo, A Montieri… - … and security (ICCCS …, 2019 - ieeexplore.ieee.org
Network traffic analysis, ie, the umbrella of procedures for distilling information from network
traffic, represents the enabler for highly-valuable profiling information, other than being the …

DNS privacy with speed? Evaluating DNS over QUIC and its impact on web performance

M Kosek, L Schumann, R Marx, TV Doan… - Proceedings of the 22nd …, 2022 - dl.acm.org
Over the last decade, Web traffic has significantly shifted towards HTTPS due to an
increased awareness for privacy. However, DNS traffic is still largely unencrypted, which …

IPAL: breaking up silos of protocol-dependent and domain-specific industrial intrusion detection systems

K Wolsing, E Wagner, A Saillard, M Henze - Proceedings of the 25th …, 2022 - dl.acm.org
The increasing interconnection of industrial networks exposes them to an ever-growing risk
of cyber attacks. To reveal such attacks early and prevent any damage, industrial intrusion …

The pos framework: a methodology and toolchain for reproducible network experiments

S Gallenmüller, D Scholz, H Stubbe… - Proceedings of the 17th …, 2021 - dl.acm.org
In scientific research, the independent reproduction of experimental results is the source of
trust. The release of experimental artifacts enables the reproduction of results; however …

Measuring DNS over TLS from the edge: adoption, reliability, and response times

TV Doan, I Tsareva, V Bajpai - … , PAM 2021, Virtual Event, March 29–April 1 …, 2021 - Springer
Abstract The Domain Name System (DNS) is a cornerstone of communication on the
Internet. DNS over TLS (DoT) has been standardized in 2016 as an extension to the DNS …

An empirical view on consolidation of the web

TV Doan, R van Rijswijk-Deij, O Hohlfeld… - ACM Transactions on …, 2022 - dl.acm.org
The majority of Web content is delivered by only a few companies that provide Content
Delivery Infrastructuress (CDIss) such as Content Delivery Networkss (CDNss) and cloud …

[HTML][HTML] Challenges and recent advances in the design of real-time wireless Cyber-Physical Systems

R Jacob - BenchCouncil Transactions on Benchmarks, Standards …, 2022 - Elsevier
Abstract Cyber-Physical Systems (CPS) refer to systems where some intelligence is
embedded into devices that interact with their environment. Using wireless technology in …

One to rule them all? a first look at dns over quic

M Kosek, TV Doan, M Granderath, V Bajpai - International Conference on …, 2022 - Springer
The DNS is one of the most crucial parts of the Internet. Since the original DNS
specifications defined UDP and TCP as the underlying transport protocols, DNS queries are …