CatchPhish: detection of phishing websites by inspecting URLs

RS Rao, T Vaishnavi, AR Pais - Journal of Ambient Intelligence and …, 2020 - Springer
There exists many anti-phishing techniques which use source code-based features and third
party services to detect the phishing sites. These techniques have some limitations and one …

Phishing websites detection via CNN and multi-head self-attention on imbalanced datasets

X Xiao, W Xiao, D Zhang, B Zhang, G Hu, Q Li… - Computers & Security, 2021 - Elsevier
Phishing websites belong to a social engineering attack where perpetrators fake legitimate
websites to lure people to access so as to illegally acquire user's identity, password, privacy …

Jail-Phish: An improved search engine based phishing detection system

RS Rao, AR Pais - Computers & Security, 2019 - Elsevier
Stealing of sensitive information (username, password, credit card information and social
security number, etc.) using a fake webpage that imitates trusted website is termed as …

Heuristic-based strategy for Phishing prediction: A survey of URL-based approach

CMR da Silva, EL Feitosa, VC Garcia - Computers & Security, 2020 - Elsevier
Context In the fight against phishing attacks, phishing prediction heuristics are important in
developing solutions. However, phishing attacks continue to grow today, reflecting on the …

OFS-NN: an effective phishing websites detection model based on optimal feature selection and neural network

E Zhu, Y Chen, C Ye, X Li, F Liu - Ieee Access, 2019 - ieeexplore.ieee.org
Phishing attack is now a big threat to people's daily life and networking environment.
Through disguising illegal URLs as legitimate ones, attackers can induce users to visit the …

"Kn0w Thy Doma1n Name" Unbiased Phishing Detection Using Domain Name Based Features

H Shirazi, B Bezawada, I Ray - Proceedings of the 23nd ACM on …, 2018 - dl.acm.org
Phishing websites remain a persistent security threat. Thus far, machine learning
approaches appear to have the best potential as defenses. But, there are two main concerns …

Web phishing detection techniques: a survey on the state‐of‐the‐art, taxonomy and future directions

M Vijayalakshmi, S Mercy Shalinie, MH Yang… - Iet …, 2020 - Wiley Online Library
Internet dragged more than half of the world's population into the cyber world. Unfortunately,
with the increase in internet transactions, cybercrimes also increase rapidly. With the …

Tracking phishing attacks over time

Q Cui, GV Jourdan, GV Bochmann… - Proceedings of the 26th …, 2017 - dl.acm.org
The so-called``phishing''attacks are one of the important threats to individuals and
corporations in today's Internet. Combatting phishing is thus a top-priority, and has been the …

The design of phishing studies: Challenges for researchers

K Parsons, A McCormac, M Pattinson, M Butavicius… - Computers & …, 2015 - Elsevier
In this paper, a role play scenario experiment of people's ability to differentiate between
phishing and genuine emails demonstrated limitations in the generalisability of phishing …

[HTML][HTML] Phishing websites detection using a novel multipurpose dataset and web technologies features

M Sánchez-Paniagua, E Fidalgo, E Alegre… - Expert Systems with …, 2022 - Elsevier
Phishing attacks are one of the most challenging social engineering cyberattacks due to the
large amount of entities involved in online transactions and services. In these attacks …