Results 11 to 20 of about 1,290,938 (334)
PKDGA: A Partial Knowledge-Based Domain Generation Algorithm for Botnets [PDF]
IEEE Transactions on Information Forensics and Security, 2023 Domain generation algorithms (DGAs) can be categorized into three types: zero-knowledge, partial-knowledge, and full-knowledge. While prior research merely focused on zero-knowledge and full-knowledge types, we characterize their anti-detection ability and practicality and find that zero-knowledge DGAs present low anti-detection ability against ...
Lihai Nie, Laiping Zhao, Keqiu Li
exaly +4 more sources
OpenSMax: Unknown Domain Generation Algorithm Detection
European Conference on Artificial Intelligence, 2020 Yao Lai +4 more
semanticscholar +3 more sources
Detecting Domain Generation Algorithms with Bi-LSTM
Computers, Materials & Continua, 2019 : Botnets often use domain generation algorithms (DGA) to connect to a command and control (C2) server, which enables the compromised hosts connect to the C2 server for accessing many domains.
Liang Ding +4 more
semanticscholar +3 more sources
Class Incremental Deep Learning: A Computational Scheme to Avoid Catastrophic Forgetting in Domain Generation Algorithm Multiclass Classification [PDF]
Applied SciencesDomain Generation Algorithms (DGAs) are algorithms present in most malware used by botnets and advanced persistent threats. These algorithms dynamically generate domain names to maintain and obfuscate communication between the infected device and the ...
João Rafael Gregório +2 more
doaj +2 more sources
DomainGAN: Generating Adversarial Examples to Attack Domain Generation\n Algorithm Classifiers [PDF]
CoRR, 2019 Domain Generation Algorithms (DGAs) are frequently used to generate numerous domains for use by botnets. These domains are often utilized as rendezvous points for servers that malware has command and control over. There are many algorithms that are used to generate domains, however many of these algorithms are simplistic and easily detected by ...
Isaac Corley +2 more
openalex +3 more sources
Inline Detection of Domain Generation Algorithms with Context-Sensitive Word Embeddings [PDF]
2018 IEEE International Conference on Big Data (Big Data), 2018 Domain generation algorithms (DGAs) are frequently employed by malware to generate domains used for connecting to command-and-control (C2) servers. Recent work in DGA detection leveraged deep learning architectures like convolutional neural networks ...
Joewie J. Koh, Barton Rhodes
openalex +3 more sources
Computer Science and Information Technology, 2022 Domain generation algorithm (DGA) is used as the main source of script in different groups of malwares, which generates the domain names of points and will further be used for command-and-control servers.
Anoop Reddy Thatipalli +3 more
openalex +3 more sources
Survey of DGA Domain Name Detection Based on Character Feature [PDF]
Jisuanji kexue, 2023 Recent years have seen extensive adoption of domain generation algorithms(DGA) by botnets.Efficient detection of DGA domain name is of great significance for discovering botnets and ensuring cyber security.DGA domain name detection me-thod based on ...
WANG Yu, WANG Zuchao, PAN Rui
doaj +1 more source
Toward Optimal LSTM Neural Networks for Detecting Algorithmically Generated Domain Names
IEEE Access, 2021 Malware detection is a problem that has become particularly challenging over the last decade. A common strategy for detecting malware is to scan network traffic for malicious connections between infected devices and their command and control (C&C)
Jose Selvi +2 more
doaj +1 more source
Failure Modes of Domain Generalization Algorithms
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022 Domain generalization algorithms use training data from multiple domains to learn models that generalize well to unseen domains. While recently proposed benchmarks demonstrate that most of the existing algorithms do not outperform simple baselines, the established evaluation methods fail to expose the impact of various factors that contribute to the ...
Tigran Galstyan +4 more
openaire +2 more sources