A survey on application of machine learning for Internet of Things

L Cui, S Yang, F Chen, Z Ming, N Lu, J Qin - International Journal of …, 2018 - Springer
Abstract Internet of Things (IoT) has become an important network paradigm and there are
lots of smart devices connected by IoT. IoT systems are producing massive data and thus …

A survey on malicious domains detection through DNS data analysis

Y Zhauniarovich, I Khalil, T Yu, M Dacier - ACM Computing Surveys …, 2018 - dl.acm.org
Malicious domains are one of the major resources required for adversaries to run attacks
over the Internet. Due to the important role of the Domain Name System (DNS), extensive …

An end-to-end, large-scale measurement of dns-over-encryption: How far have we come?

C Lu, B Liu, Z Li, S Hao, H Duan, M Zhang… - Proceedings of the …, 2019 - dl.acm.org
DNS packets are designed to travel in unencrypted form through the Internet based on its
initial standard. Recent discoveries show that real-world adversaries are actively exploiting …

Padding ain't enough: Assessing the privacy guarantees of encrypted {DNS}

J Bushart, C Rossow - 10th USENIX Workshop on Free and Open …, 2020 - usenix.org
DNS over TLS (DoT) and DNS over HTTPS (DoH) encrypt DNS to guard user privacy by
hiding DNS resolutions from passive adversaries. Yet, past attacks have shown that …

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 …

Thirty years of DNS insecurity: Current issues and perspectives

G Schmid - IEEE Communications Surveys & Tutorials, 2021 - ieeexplore.ieee.org
When DNS was created, nobody expected that it would have become the base for the digital
economy and a prime target for cybercriminals. And nobody expected that one main asset of …

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 …

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 …

Evaluating public DNS services in the wake of increasing centralization of DNS

TV Doan, J Fries, V Bajpai - 2021 IFIP Networking Conference …, 2021 - ieeexplore.ieee.org
Recent studies have shown centralization in the Domain Name System (DNS) around public
DNS services, which are hosted on centrally managed infrastructure and advertise higher …

Tracking users across the web via TLS session resumption

E Sy, C Burkert, H Federrath, M Fischer - Proceedings of the 34th …, 2018 - dl.acm.org
User tracking on the Internet can come in various forms, eg, via cookies or by fingerprinting
web browsers. A technique that got less attention so far is user tracking based on TLS and …