The upsurge in the volume of unwanted emails called spam has created an intense need for
the development of more dependable and robust antispam filters. Machine learning …

Every year, phishing results in losses of billions of dollars and is a major threat to the Internet
economy. Phishing attacks are now most often carried out by email. To better comprehend …

With the significant growth of internet usage, people increasingly share their personal
information online. As a result, an enormous amount of personal information and financial …

Email is of critical importance as a communication channel for both business and personal
matters. Unfortunately, it is also often exploited for phishing attacks. To defend against such …

Recently, phishing attacks have become one of the most prominent social engineering
attacks faced by public internet users, governments, and businesses. In response to this …

Perceiving and understanding cyber-attacks can be a difficult task, and more effective
techniques are needed to aid cyber-attack perception. Attack modelling techniques (AMTs) …

In this paper, we present findings from a largescale and long-term phishing experiment that
we conducted in collaboration with a partner company. Our experiment ran for 15 months …

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 is a cyber-attack which targets naive online users tricking into revealing sensitive
information such as username, password, social security number or credit card number etc …

In malicious URLs detection, traditional classifiers are challenged because the data volume
is huge, patterns are changing over time, and the correlations among features are …