Our Failure Cases in the
Closed-World Benchmark Datasets
Our Failure Cases in the
Closed-World Benchmark Datasets
Embedded Files
Closed-World Benchmark Datasets
False Positives on CSDMC Ham Dataset
False Positives on CSDMC Ham Dataset
FP Reason 1: Indeed Suspicious Emails
FP Reason 1: Indeed Suspicious Emails
A promotional email for EFF, but from spamassassin.taint.org
A promotional email for Yahoo Finance, but from spamassassin.taint.org
A promotional email for tesco.ie, but from reply.12hs.com
A promotional email for O'Reilly book, but from dogma.slashnull.org
False Negatives on Nazario Dataset
False Negatives on Nazario Dataset
FN Reason 1: Outside our threat model (sender address spoofing)
FN Reason 1: Outside our threat model (sender address spoofing)
The sender address is spoofed to be the real amazon.com
The sender address is spoofed to be the real amazon.com
The sender address is spoofed to be the real psecu.com
The sender address is spoofed to be the real psecu.com
The sender address is spoofed to be the real dhl.com
The sender address is spoofed to be the real dhl.com
The sender address is spoofed to be the real standardbank.co.za
The sender address is spoofed to be the real standardbank.co.za
The sender address is spoofed to be the real wetransfer.com
The sender address is spoofed to be the real wetransfer.com
FN Reason 2: Ambiguous identity
FN Reason 2: Ambiguous identity
False Negatives on PhishPot Dataset
False Negatives on PhishPot Dataset
FN Reason 1: Unknown identity
FN Reason 1: Unknown identity
FN Reason 2: Actions are visually salient but not lexically prominent
FN Reason 2: Actions are visually salient but not lexically prominent
The call-to-action is "Staking Round 1"
The call-to-action is "Staking Round 1"
The call-to-action is "Free Mint"
The call-to-action is "Free Mint"
The call-to-action is "Your name came up..."
The call-to-action is "Your name came up..."
The call-to-action is "Surprise in your inbox..."
The call-to-action is "Surprise in your inbox..."
FN Reason 3: Outside our threat model (other types of scam / spam)
FN Reason 3: Outside our threat model (other types of scam / spam)
Generic spam, promotional email
Generic spam, promotional email
Generic spam, promotional email
Generic spam, promotional email
Generic spam, promotional email
Generic spam, promotional email
Nigerian Prince Scam, imitating Warren Buffett, but we lack the actual email for Warren Buffett, so the identity is not verifiable
Nigerian Prince Scam, imitating Warren Buffett, but we lack the actual email for Warren Buffett, so the identity is not verifiable
Nigerian Prince Scam, imitating Wood Forest, but we lack the actual email for Warren Buffett, so the identity is not verifiable
Nigerian Prince Scam, imitating Wood Forest, but we lack the actual email for Warren Buffett, so the identity is not verifiable
Page updated
Google Sites
Report abuse