… -Phishing Working Group (APWG) report, the average number of phishing websites that can
be detected … approach to detecting phishing websites that is based on visual similarity. The …

… to pages with new visual appearances. We … visual phishing detection in an ecologically
valid manner. We show that our method outperforms previous visual similarity phishing detection …

… We proposed a way that can be used to detect newly created phishing webpages based
only on the URL and the screenshot of suspicious websites. The proposed model shows a …

… Unlike traditional visual similarity-based techniques using whitelists, in this paper… visual
similarity based blacklist approach as a first level filter for the detection of near duplicate phishing …

… game with phishing, phishing webpage analysis and detection … phishing webpage detection
methods such as blacklist-… , “A survey on phishing detection based on visual similarity of …

… Among existing phishing detection approaches, visual similaritybased approaches have the
… detection of ‘zeroday’ phishing websites [15, 18]. To identify the web page that the phishing …

… identity-based phishing detection technique that leverages webpage visual and textual …
As observed from preceding works, the efficacy of visual similarity-based techniques is often …

… phishing website detection, this section includes both semantic-based phishing website and
phishing email detection. … to semantic similarity of phishing websites, visual similarity is also …

… This section compares WebPhish’s deep neural network effect on phishing web page
detection using raw URL and HTML content to simpler baseline models trained on hand-crafted …

… similarity measuring, and site signaturebased phishing detection approach [56] are other
visual similarity … Despite these approaches, visual similarity detection faces several challenges, …