Malicious Domain Name Detection Based on Extreme Machine Learning
Sign Up to like & getrecommendations! Published in 2017 at "Neural Processing Letters"
DOI: 10.1007/s11063-017-9666-7
Abstract: Malicious domain detection is one of the most effective approaches applied in detecting Advanced Persistent Threat (APT), the most sophisticated and stealthy threat to modern network. Domain name analysis provides security experts with insights to… read more here.
Keywords: detection; machine learning; malicious domain; domain name ... See more keywords
Origins of the Domain Name System
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Annals of the History of Computing"
DOI: 10.1109/mahc.2019.2913116
Abstract: The Domain Name System (DNS) was the major milestone in the Internet between the advent of the IP/TCP, internet, and the web. Any Internet user gets a glimpse of it every time they see a… read more here.
Keywords: internet; domain name; name system; dns ... See more keywords
Deep Learning Powered Adversarial Sample Attack Approach for Security Detection of DGA Domain Name in Cyber Physical Systems
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Wireless Communications"
DOI: 10.1109/mwc.001.2100247
Abstract: With the development of wireless communication, cyber physical system (CPS) technologies are being applied to various fields, and people's daily lives are more dependent on CPS. As CPS brings convenience to people's lives, danger also… read more here.
Keywords: cps; domain; detection; security ... See more keywords
Name Dependency and Domain Name Resolution Risk Assessment
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Network and Service Management"
DOI: 10.1109/tnsm.2022.3165535
Abstract: The Domain name system (DNS) is crucial to Internet services. Previous studies have pointed out that the name dependency in domain name resolution poses a risk to the security of DNS. In this paper, we… read more here.
Keywords: name resolution; name; resolution; name dependency ... See more keywords
DGA Domain Name Classification Method Based on Long Short-Term Memory with Attention Mechanism
Sign Up to like & getrecommendations! Published in 2019 at "Applied Sciences"
DOI: 10.3390/app9204205
Abstract: Currently, many cyberattacks use the Domain Generation Algorithm (DGA) to generate random domain names, so as to maintain communication with the Communication and Control (C&C) server. Discovering DGA domain names in advance could help to… read more here.
Keywords: classification; dga domain; method; domain name ... See more keywords
N-Trans: Parallel Detection Algorithm for DGA Domain Names
Sign Up to like & getrecommendations! Published in 2022 at "Future Internet"
DOI: 10.3390/fi14070209
Abstract: Domain name generation algorithms are widely used in malware, such as botnet binaries, to generate large sequences of domain names of which some are registered by cybercriminals. Accurate detection of malicious domains can effectively defend… read more here.
Keywords: malicious domain; domain names; domain; detection ... See more keywords
A Novel Phishing Website Detection Model Based on LightGBM and Domain Name Features
Sign Up to like & getrecommendations! Published in 2023 at "Symmetry"
DOI: 10.3390/sym15010180
Abstract: Phishing attacks have evolved in terms of sophistication and have increased in sheer number in recent years. This has led to corresponding developments in the methods used to evade the detection of phishing attacks, which… read more here.
Keywords: domain name; detection; model; name features ... See more keywords