Comparison between PhishIntention and baselines

(Excel logo can't be reported)

(Excel logo can be reported)

(Square logo can't be reported)

(Square logo can be reported)

(Facebook logo bounding box shouldn't include the green button inside)

(Facebook logo bounding box is more accurate)

Match to wrong template from NedBank

Correctly matched to credit agricole brand

The most similar match in reference database has matched distance = 1.05 (too large)

Correctly matched to DGI (French Tax Authority) brand

The most similar match in reference database has matched distance = 1.87 (too large)

Correctly matched to Chase brand

Phishpedia doesn't have CRP classifier, so it fully trust the Siamese matching result

Siamese wrongly match it to Yahoo! brand, but CRP classifier predicts it as nonCRP so it is suppressed

Phishpedia recognises identity logo as Google in google translation bar, thus it is matched to Google brand

PhishIntention predicts its logo as "Link Never Die", which is the correct identity logo

Phishpedia doesn't have CRP classifier, so it fully trust the Siamese matching result

Matched to Youtube brand, but suppressed by CRP classifier (predict it as nonCRP)

Wrongly match to a template with similar color scheme

No target can be matched

Wrongly match to a template with similar color scheme

No target can be matched

Wrongly match to a template with similar color scheme

No target can be matched