Phishing environments, techniques, and countermeasures: A survey

A Aleroud, L Zhou - Computers & Security, 2017 - Elsevier
Phishing has become an increasing threat in online space, largely driven by the evolving
web, mobile, and social networking technologies. Previous phishing taxonomies have …

Phishing website detection with semantic features based on machine learning classifiers: a comparative study

A Almomani, M Alauthman, MT Shatnawi… - … Journal on Semantic …, 2022 - igi-global.com
The phishing attack is one of the main cybersecurity threats in web phishing and spear
phishing. Phishing websites continue to be a problem. One of the main contributions to our …

A survey of phishing attack techniques, defence mechanisms and open research challenges

AK Jain, BB Gupta - Enterprise Information Systems, 2022 - Taylor & Francis
Phishing is an identity theft, which deceives Internet users into revealing their sensitive data,
eg, login information, credit/debit card details, and so on. Researchers have developed …

Malicious URL detection using machine learning: A survey

D Sahoo, C Liu, SCH Hoi - arXiv preprint arXiv:1701.07179, 2017 - arxiv.org
Malicious URL, aka malicious website, is a common and serious threat to cybersecurity.
Malicious URLs host unsolicited content (spam, phishing, drive-by exploits, etc.) and lure …

Phishpedia: A hybrid deep learning based approach to visually identify phishing webpages

Y Lin, R Liu, DM Divakaran, JY Ng, QZ Chan… - 30th USENIX Security …, 2021 - usenix.org
Recent years have seen the development of phishing detection and identification
approaches to defend against phishing attacks. Phishing detection solutions often report …

Utilisation of website logo for phishing detection

KL Chiew, EH Chang, WK Tiong - Computers & Security, 2015 - Elsevier
Phishing is a security threat which combines social engineering and website spoofing
techniques to deceive users into revealing confidential information. In this paper, we …

Put your warning where your link is: Improving and evaluating email phishing warnings

J Petelka, Y Zou, F Schaub - Proceedings of the 2019 CHI conference on …, 2019 - dl.acm.org
Phishing emails often disguise a link's actual URL. Thus, common anti-phishing advice is to
check a link's URL before clicking, but email clients do not support this well. Automated …

Textual and visual content-based anti-phishing: a Bayesian approach

H Zhang, G Liu, TWS Chow… - IEEE transactions on …, 2011 - ieeexplore.ieee.org
A novel framework using a Bayesian approach for content-based phishing web page
detection is presented. Our model takes into account textual and visual contents to measure …

[HTML][HTML] PhiDMA–A phishing detection model with multi-filter approach

G Sonowal, KS Kuppusamy - Journal of King Saud University-Computer …, 2020 - Elsevier
Phishing remains a basic security issue in the cyberspace. In phishing, assailants steal
sensitive information from victims by providing a fake site which looks like the visual clone of …

An improved ELM-based and data preprocessing integrated approach for phishing detection considering comprehensive features

L Yang, J Zhang, X Wang, Z Li, Z Li, Y He - Expert Systems with …, 2021 - Elsevier
In this paper, a novel approach based on non-inverse matrix online sequence extreme
learning machine (NIOSELM) for phishing detection is presented, which takes into account …