A Deep learning-based innovative technique for phishing detection in modern security with uniform resource locators

EA Aldakheel, M Zakariah, GA Gashgari, FA Almarshad… - Sensors, 2023 - mdpi.com
… for detecting phishing websites based solely on Uniform Resource Locators (URL) features…
Our approach presents a unique contribution to the field of phishing detection by achieving …

[PDF][PDF] Comparison of the efficiency of machine learning algorithms for phishing detection from uniform resource locator

AN Tultul, R Afroz, MA Hossain - Indonesian Journal of Electrical …, 2022 - academia.edu
phishing detection. Their main limitation is that the classification depends on quality of rules
and they use 1,200 phishing … machine-learning based phishing detection way which collect …

Real time detection of phishing websites

AA Ahmed, NA Abdullah - 2016 IEEE 7th Annual Information …, 2016 - ieeexplore.ieee.org
… , Uniform Resource Locator (URLs) is used as an indicator to distinguish the phishing web
… By using the URLs, it can be determined whether the URL comes from a phishing site or …

An intelligent identification and classification system for malicious uniform resource locators (URLs)

Q Abu Al-Haija, M Al-Fayoumi - Neural Computing and Applications, 2023 - Springer
… , can distinguish a large number of legit/phishing websites, third-… In [21], the authors presented
a phishing detecting data-… for phishing detection using an intelligent detection model by …

[PDF][PDF] Deep learning in phishing mitigation: a uniform resource locator-based predictive model

H Salah, H Zuhair - International Journal of Electrical and Computer …, 2023 - academia.edu
detection accuracies with low falsepositive rates, they are still fragile at predicting all uniform
resource locator (URL) cues of evolutionary phish … among other phishing detection schemes …

Understanding phishers' strategies of mimicking uniform resource locators to leverage phishing attacks: A machine learning approach

JS Tharani, NAG Arachchilage - Security and Privacy, 2020 - Wiley Online Library
… In the past literature Waleed Ali 16 proposed a phishing detection … for detecting and
predicting phishing website, Neda Abdelhamid 17 proposed an approach for phishing detection

Phishing uniform resource locator detection using machine learning: A step towards secure system

S Mahajan - Security and Privacy, 2023 - Wiley Online Library
phishing attacks. This paper explores methods for detecting phishing uniform resource locator
(… and differentiate between benign and phishing websites using phishing website data set. …

Detecting Phishing of Short Uniform Resource Locators using classification techniques

K Pithawala, S Jagtap… - 2021 12th International …, 2021 - ieeexplore.ieee.org
Phishing attackers would host their phished sites on the … Uniform Resource Locator using
Uniform Resource Locator shorter … Resource Locator. So, they have to click on the Uniform …

Approach for Identifying Phishing Uniform Resource Locators (URLs)

N Azeez, O Awotunde, F Oladeji - Covenant …, 2020 - journals.covenantuniversity.edu.ng
… Service, reports of phishing attacks have doubled each year … phishing Uniform Resource
Locators (URLs). It focuses on preventing the issue of phishing attacks and detecting phishing

Machine learning based phishing web sites detection

HH Nguyen, DT Nguyen - AETA 2015: recent advances in electrical …, 2016 - Springer
… design of the features used to detect and reduce any false activity. The selected features
not only depend on the characteristics of the URL (Uniform Resource Locator), but also on the …