introduce page type classifier (#1924)

* introduce page type classifier

* add more data

common/errorpageclassifier/dataset.txt → common/pagetypeclassifier/dataset.txt

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+Welcome back! Please enter your login credentials.||login
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+Login to your account. Don't have one? Sign up now.||login
+Username: [input field] Password: [input field] Remember me?||login
+Forgot your password? Click here to reset it.||login
+Please enter your email and password to continue.||login
+Secure login portal. Enter credentials below.||login
+Access your account by logging in below.||login
+Remember me on this device.||login
+Login required. Please sign in to proceed.||login
+Forgot password? Reset it here.||login
+Sign in with your email address and password.||login
+Welcome! Please log in to your account.||login
+User login: Enter your email and password.||login
+Email: [input field] Password: [input field]||login
+Please authenticate by entering your login details.||login
+Sign in to your account or register for a new one.||login
+Login page: Access restricted to authorized users only.||login
+Need help logging in? Click here.||login
+Enter your credentials to log in.||login
+Keep me signed in.||login
+Please sign in to access exclusive content.||login
+Welcome back! Sign in to your dashboard.||login
+Forgot your username or password? Retrieve them here.||login
+Log in using your email or username.||login
+Authentication required. Please log in.||login
+Password recovery: Reset your password now.||login
+Log in to manage your account settings.||login
+Sign in to continue to checkout.||login
+Enter your login information below.||login
+Sign in to access your personalized dashboard.||login
+Welcome to the member login page.||login
+Already have an account? Log in here.||login
+Enter email and password to sign in.||login
+Sign in to your profile.||login
+Member login: Access your account here.||login
+Please log in to continue.||login
+Enter your password to log in.||login
+Sign in to view your messages.||login
+Login to your profile to see updates.||login
+Log in to your account to access features.||login
+Please provide your username and password.||login
+Log in to manage your subscriptions.||login
+Sign in using your credentials.||login
+Access denied. Please log in first.||login
+Authentication portal. Enter login details.||login
+Need an account? Sign up or log in if you already have one.||login

common/errorpageclassifier/errorpageclassifier.go → common/pagetypeclassifier/pagetypeclassifier.go

@@ -1,4 +1,4 @@
-package errorpageclassifier
+package pagetypeclassifier
 
 import (
 	_ "embed"
@@ -10,19 +10,19 @@ import (
 //go:embed clf.gob
 var classifierData []byte
 
-type ErrorPageClassifier struct {
+type PageTypeClassifier struct {
 	classifier *naive_bayes.NaiveBayesClassifier
 }
 
-func New() *ErrorPageClassifier {
+func New() *PageTypeClassifier {
 	classifier, err := naive_bayes.NewClassifierFromFileData(classifierData)
 	if err != nil {
 		panic(err)
 	}
-	return &ErrorPageClassifier{classifier: classifier}
+	return &PageTypeClassifier{classifier: classifier}
 }
 
-func (n *ErrorPageClassifier) Classify(html string) string {
+func (n *PageTypeClassifier) Classify(html string) string {
 	text := htmlToText(html)
 	if text == "" {
 		return "other"

common/errorpageclassifier/errorpageclassifier_test.go → common/pagetypeclassifier/pagetypeclassifier_test.go

@@ -1,13 +1,14 @@
-package errorpageclassifier
+package pagetypeclassifier
 
 import (
 	"testing"
 
 	"github.com/stretchr/testify/assert"
 )
 
-func TestErrorPageClassifier(t *testing.T) {
-	t.Run("test creation of new ErrorPageClassifier", func(t *testing.T) {
+func TestPageTypeClassifier(t *testing.T) {
+
+	t.Run("test creation of new PageTypeClassifier", func(t *testing.T) {
 		epc := New()
 		assert.NotNil(t, epc)
 	})

runner/runner.go

@@ -32,8 +32,8 @@ import (
 	asnmap "github.com/projectdiscovery/asnmap/libs"
 	"github.com/projectdiscovery/fastdialer/fastdialer"
 	"github.com/projectdiscovery/httpx/common/customextract"
-	"github.com/projectdiscovery/httpx/common/errorpageclassifier"
 	"github.com/projectdiscovery/httpx/common/hashes/jarm"
+	"github.com/projectdiscovery/httpx/common/pagetypeclassifier"
 	"github.com/projectdiscovery/httpx/static"
 	"github.com/projectdiscovery/mapcidr/asn"
 	"github.com/projectdiscovery/networkpolicy"
@@ -74,19 +74,19 @@ import (
 
 // Runner is a client for running the enumeration process.
 type Runner struct {
-	options             *Options
-	hp                  *httpx.HTTPX
-	wappalyzer          *wappalyzer.Wappalyze
-	scanopts            ScanOptions
-	hm                  *hybrid.HybridMap
-	excludeCdn          bool
-	stats               clistats.StatisticsClient
-	ratelimiter         ratelimit.Limiter
-	HostErrorsCache     gcache.Cache[string, int]
-	browser             *Browser
-	errorPageClassifier *errorpageclassifier.ErrorPageClassifier
-	pHashClusters       []pHashCluster
-	httpApiEndpoint     *Server
+	options            *Options
+	hp                 *httpx.HTTPX
+	wappalyzer         *wappalyzer.Wappalyze
+	scanopts           ScanOptions
+	hm                 *hybrid.HybridMap
+	excludeCdn         bool
+	stats              clistats.StatisticsClient
+	ratelimiter        ratelimit.Limiter
+	HostErrorsCache    gcache.Cache[string, int]
+	browser            *Browser
+	pageTypeClassifier *pagetypeclassifier.PageTypeClassifier
+	pHashClusters      []pHashCluster
+	httpApiEndpoint    *Server
 }
 
 func (r *Runner) HTTPX() *httpx.HTTPX {
@@ -358,7 +358,7 @@ func New(options *Options) (*Runner, error) {
 		runner.HostErrorsCache = gc
 	}
 
-	runner.errorPageClassifier = errorpageclassifier.New()
+	runner.pageTypeClassifier = pagetypeclassifier.New()
 
 	if options.HttpApiEndpoint != "" {
 		apiServer := NewServer(options.HttpApiEndpoint, options)
@@ -2243,7 +2243,7 @@ retry:
 		ScreenshotBytes:  screenshotBytes,
 		HeadlessBody:     headlessBody,
 		KnowledgeBase: map[string]interface{}{
-			"PageType": r.errorPageClassifier.Classify(respData),
+			"PageType": r.pageTypeClassifier.Classify(respData),
 			"pHash":    pHash,
 		},
 		TechnologyDetails: technologyDetails,