Malicious url detection using logistic regression

R Chiramdasu, G Srivastava… - … conference on omni …, 2021 - ieeexplore.ieee.org
One of the major challenges faced by the Internet in the present day is to deal with achieving
web security from ever-rising diverse types of threats. Machine learning algorithms offer …

Graph mining for cybersecurity: A survey

B Yan, C Yang, C Shi, Y Fang, Q Li, Y Ye… - ACM Transactions on …, 2023 - dl.acm.org
The explosive growth of cyber attacks today, such as malware, spam, and intrusions, has
caused severe consequences on society. Securing cyberspace has become a great concern …

SIRAJ: a unified framework for aggregation of malicious entity detectors

S Thirumuruganathan, M Nabeel… - … IEEE Symposium on …, 2022 - ieeexplore.ieee.org
High-quality intelligence of Internet threat (eg, malware files, malicious domains, phishing
URLs and malicious IPs) are important for both security practitioners and the research …

Content-agnostic detection of phishing domains using certificate transparency and passive dns

M AlSabah, M Nabeel, Y Boshmaf, E Choo - Proceedings of the 25th …, 2022 - dl.acm.org
Existing phishing detection techniques mainly rely on blacklists or content-based analysis,
which are not only evadable, but also exhibit considerable detection delays as they are …

Multi-instance adversarial attack on gnn-based malicious domain detection

M Nazzal, I Khalil, A Khreishah… - 2024 IEEE Symposium …, 2024 - ieeexplore.ieee.org
Malicious domain detection (MDD) is an open security challenge that aims to detect if an
Internet domain name is associated with cyber attacks. Many techniques have been applied …

Dial" N" for NXDomain: The Scale, Origin, and Security Implications of DNS Queries to Non-Existent Domains

G Liu, L Jin, S Hao, Y Zhang, D Liu, A Stavrou… - Proceedings of the …, 2023 - dl.acm.org
Non-Existent Domain (NXDomain) is one type of the Domain Name System (DNS) error
responses, indicating that the queried domain name does not exist and cannot be resolved …

Blocklist-Forecast: Proactive Domain Blocklisting by Identifying Malicious Hosting Infrastructure

U Kumarasinghe, M Nabeel, C Elvitigala - Proceedings of the 27th …, 2024 - dl.acm.org
Domain blocklists play an important role in blocking malicious domains reaching users.
However, existing blocklists are reactive in nature and slow to react to attacks, by which time …

Detection of malicious domains with concept drift using ensemble learning

PH Chiang, SC Tsai - IEEE Transactions on Network and …, 2024 - ieeexplore.ieee.org
In the current landscape of network technology, it is indisputable that the Domain Name
System (DNS) plays a vital role but also encounters significant security challenges. Despite …

MANTIS: Detection of Zero-Day Malicious Domains Leveraging Low Reputed Hosting Infrastructure

F Deniz, M Nabeel, T Yu, I Khalil - 2025 IEEE Symposium on Security …, 2024 - computer.org
Internet miscreants increasingly utilize short-lived disposable domains to launch various
attacks. Existing detection mechanisms are either too late to catch such malicious domains …

Using extended character feature in Bi-LSTM for DGA domain name detection

R Pan, J Chen, H Ma, X Bai - 2022 IEEE/ACIS 22nd …, 2022 - ieeexplore.ieee.org
The detection of DGA domain name has become a central topic in network security in recent
years. With DGA (Domain Generation Algorithm), a large number of pseudo-random domain …