Files
2026-03-24 00:24:11 +01:00

612 lines
17 KiB
Go

// Tests ported from ZAP Java version of the algorithm
package time
import (
"math/rand"
"reflect"
"testing"
"time"
"github.com/projectdiscovery/nuclei/v3/pkg/fuzz/component"
"github.com/projectdiscovery/retryablehttp-go"
"github.com/stretchr/testify/require"
)
// This test suite verifies the timing dependency detection algorithm by testing various scenarios:
//
// Test Categories:
// 1. Perfect Linear Cases
// - TestPerfectLinear: Basic case with slope=1, no noise
// - TestPerfectLinearSlopeOne_NoNoise: Similar to above but with different parameters
// - TestPerfectLinearSlopeTwo_NoNoise: Tests detection of slope=2 relationship
//
// 2. Noisy Cases
// - TestLinearWithNoise: Verifies detection works with moderate noise (±0.2s)
// - TestNoisyLinear: Similar but with different noise parameters
// - TestHighNoiseConcealsSlope: Verifies detection fails with extreme noise (±5s)
//
// 3. No Correlation Cases
// - TestNoCorrelation: Basic case where delay has no effect
// - TestNoCorrelationHighBaseline: High baseline (~15s) masks any delay effect
// - TestNegativeSlopeScenario: Verifies detection rejects negative correlations
//
// 4. Edge Cases
// - TestMinimalData: Tests behavior with minimal data points (2 requests)
// - TestLargeNumberOfRequests: Tests stability with many data points (20 requests)
// - TestChangingBaseline: Tests detection with shifting baseline mid-test
// - TestHighBaselineLowSlope: Tests detection of subtle correlations (slope=0.85)
//
// ZAP Test Cases:
//
// 1. Alternating Sequence Tests
// - TestAlternatingSequences: Verifies correct alternation between high and low delays
//
// 2. Non-Injectable Cases
// - TestNonInjectableQuickFail: Tests quick failure when response time < requested delay
// - TestSlowNonInjectableCase: Tests early termination with consistently high response times
// - TestRealWorldNonInjectableCase: Tests behavior with real-world response patterns
//
// 3. Error Tolerance Tests
// - TestSmallErrorDependence: Verifies detection works with small random variations
//
// Key Parameters Tested:
// - requestsLimit: Number of requests to make (2-20)
// - highSleepTimeSeconds: Maximum delay to test (typically 5s)
// - correlationErrorRange: Acceptable deviation from perfect correlation (0.05-0.3)
// - slopeErrorRange: Acceptable deviation from expected slope (0.1-1.5)
//
// The test suite uses various mock senders (perfectLinearSender, noCorrelationSender, etc.)
// to simulate different timing behaviors and verify the detection algorithm works correctly
// across a wide range of scenarios.
// Mock request sender that simulates a perfect linear relationship:
// Observed delay = baseline + requested_delay
func perfectLinearSender(baseline float64) func(delay int) (float64, error) {
return func(delay int) (float64, error) {
// simulate some processing time
time.Sleep(10 * time.Millisecond) // just a small artificial sleep to mimic network
return baseline + float64(delay), nil
}
}
// Mock request sender that simulates no correlation:
// The response time is random around a certain constant baseline, ignoring requested delay.
func noCorrelationSender(baseline, noiseAmplitude float64) func(int) (float64, error) {
return func(delay int) (float64, error) {
time.Sleep(10 * time.Millisecond)
noise := 0.0
if noiseAmplitude > 0 {
noise = (rand.Float64()*2 - 1) * noiseAmplitude
}
return baseline + noise, nil
}
}
// Mock request sender that simulates partial linearity but with some noise.
func noisyLinearSender(baseline float64) func(delay int) (float64, error) {
return func(delay int) (float64, error) {
time.Sleep(10 * time.Millisecond)
// Add some noise (±0.2s) to a linear relationship
noise := 0.2
return baseline + float64(delay) + noise, nil
}
}
func TestPerfectLinear(t *testing.T) {
// Expect near-perfect correlation and slope ~ 1.0
requestsLimit := 6 // 3 pairs: enough data for stable regression
highSleepTimeSeconds := 5
corrErrRange := 0.1
slopeErrRange := 0.2
baseline := 5.0
sender := perfectLinearSender(5.0) // baseline 5s, observed = 5s + requested_delay
match, reason, err := checkTimingDependency(
requestsLimit,
highSleepTimeSeconds,
corrErrRange,
slopeErrRange,
baseline,
sender,
)
if err != nil {
t.Fatalf("Unexpected error: %v", err)
}
if !match {
t.Fatalf("Expected a match but got none. Reason: %s", reason)
}
}
func TestNoCorrelation(t *testing.T) {
// Expect no match because requested delay doesn't influence observed delay
requestsLimit := 6
highSleepTimeSeconds := 5
corrErrRange := 0.1
slopeErrRange := 0.5
baseline := 8.0
sender := noCorrelationSender(8.0, 0.1)
match, reason, err := checkTimingDependency(
requestsLimit,
highSleepTimeSeconds,
corrErrRange,
slopeErrRange,
baseline,
sender,
)
if err != nil {
t.Fatalf("Unexpected error: %v", err)
}
if match {
t.Fatalf("Expected no match but got one. Reason: %s", reason)
}
}
func TestNoisyLinear(t *testing.T) {
// Even with some noise, it should detect a strong positive correlation if
// we allow a slightly bigger margin for slope/correlation.
requestsLimit := 10 // More requests to average out noise
highSleepTimeSeconds := 5
corrErrRange := 0.2 // allow some lower correlation due to noise
slopeErrRange := 0.5 // slope may deviate slightly
baseline := 2.0
sender := noisyLinearSender(2.0) // baseline 2s, observed ~ 2s + requested_delay ±0.2
match, reason, err := checkTimingDependency(
requestsLimit,
highSleepTimeSeconds,
corrErrRange,
slopeErrRange,
baseline,
sender,
)
if err != nil {
t.Fatalf("Unexpected error: %v", err)
}
// We expect a match since it's still roughly linear. The slope should be close to 1.
if !match {
t.Fatalf("Expected a match in noisy linear test but got none. Reason: %s", reason)
}
}
func TestMinimalData(t *testing.T) {
// With too few requests, correlation might not be stable.
// Here, we send only 2 requests (1 pair) and see if the logic handles it gracefully.
requestsLimit := 2
highSleepTimeSeconds := 5
corrErrRange := 0.3
slopeErrRange := 0.5
baseline := 5.0
// Perfect linear sender again
sender := perfectLinearSender(5.0)
match, reason, err := checkTimingDependency(
requestsLimit,
highSleepTimeSeconds,
corrErrRange,
slopeErrRange,
baseline,
sender,
)
if err != nil {
t.Fatalf("Unexpected error: %v", err)
}
if !match {
t.Fatalf("Expected match but got none. Reason: %s", reason)
}
}
// Utility functions to generate different behaviors
// linearSender returns a sender that calculates observed delay as:
// observed = baseline + slope * requested_delay + noise
func linearSender(baseline, slope, noiseAmplitude float64) func(int) (float64, error) {
return func(delay int) (float64, error) {
time.Sleep(10 * time.Millisecond)
noise := 0.0
if noiseAmplitude > 0 {
noise = (rand.Float64()*2 - 1) * noiseAmplitude // random noise in [-noiseAmplitude, noiseAmplitude]
}
return baseline + slope*float64(delay) + noise, nil
}
}
// negativeSlopeSender just for completeness - higher delay = less observed time
func negativeSlopeSender(baseline float64) func(int) (float64, error) {
return func(delay int) (float64, error) {
time.Sleep(10 * time.Millisecond)
return baseline - float64(delay)*2.0, nil
}
}
func TestPerfectLinearSlopeOne_NoNoise(t *testing.T) {
baseline := 2.0
match, reason, err := checkTimingDependency(
10, // requestsLimit
5, // highSleepTimeSeconds
0.1, // correlationErrorRange
0.2, // slopeErrorRange (allowing slope between 0.8 and 1.2)
baseline,
linearSender(baseline, 1.0, 0.0),
)
if err != nil {
t.Fatalf("Unexpected error: %v", err)
}
if !match {
t.Fatalf("Expected a match for perfect linear slope=1. Reason: %s", reason)
}
}
func TestPerfectLinearSlopeTwo_NoNoise(t *testing.T) {
baseline := 2.0
// slope=2 means observed = baseline + 2*requested_delay
match, reason, err := checkTimingDependency(
10,
5,
0.1, // correlation must still be good
1.5, // allow slope in range (0.5 to 2.5), we should be close to 2.0 anyway
baseline,
linearSender(baseline, 2.0, 0.0),
)
if err != nil {
t.Fatalf("Error: %v", err)
}
if !match {
t.Fatalf("Expected a match for slope=2. Reason: %s", reason)
}
}
func TestLinearWithNoise(t *testing.T) {
baseline := 5.0
// slope=1 but with noise ±0.2 seconds
match, reason, err := checkTimingDependency(
12,
5,
0.2, // correlationErrorRange relaxed to account for noise
0.5, // slopeErrorRange also relaxed
baseline,
linearSender(baseline, 1.0, 0.2),
)
if err != nil {
t.Fatalf("Error: %v", err)
}
if !match {
t.Fatalf("Expected a match for noisy linear data. Reason: %s", reason)
}
}
func TestNoCorrelationHighBaseline(t *testing.T) {
baseline := 15.0
// baseline ~15s, requested delays won't matter
match, reason, err := checkTimingDependency(
10,
5,
0.1, // correlation should be near zero, so no match expected
0.5,
baseline,
noCorrelationSender(baseline, 0.1),
)
if err != nil {
t.Fatalf("Error: %v", err)
}
if match {
t.Fatalf("Expected no match for no correlation scenario. Got: %s", reason)
}
}
func TestNegativeSlopeScenario(t *testing.T) {
baseline := 10.0
// Increasing delay decreases observed time
match, reason, err := checkTimingDependency(
10,
5,
0.2,
0.5,
baseline,
negativeSlopeSender(baseline),
)
if err != nil {
t.Fatalf("Error: %v", err)
}
if match {
t.Fatalf("Expected no match in negative slope scenario. Reason: %s", reason)
}
}
func TestLargeNumberOfRequests(t *testing.T) {
baseline := 1.0
// 20 requests, slope=1.0, no noise. Should be very stable and produce a very high correlation.
match, reason, err := checkTimingDependency(
20,
5,
0.05, // very strict correlation requirement
0.1, // very strict slope range
baseline,
linearSender(baseline, 1.0, 0.0),
)
if err != nil {
t.Fatalf("Error: %v", err)
}
if !match {
t.Fatalf("Expected a strong match with many requests and perfect linearity. Reason: %s", reason)
}
}
func TestHighBaselineLowSlope(t *testing.T) {
baseline := 15.0
match, reason, err := checkTimingDependency(
10,
5,
0.2,
0.2, // expecting slope around 0.5, allow range ~0.4 to 0.6
baseline,
linearSender(baseline, 0.85, 0.0),
)
if err != nil {
t.Fatalf("Error: %v", err)
}
if !match {
t.Fatalf("Expected a match for slope=0.5 linear scenario. Reason: %s", reason)
}
}
func TestHighNoiseConcealsSlope(t *testing.T) {
baseline := 5.0
// slope=1, but noise=5 seconds is huge and might conceal the correlation.
// With large noise, the test may fail to detect correlation.
match, reason, err := checkTimingDependency(
12,
5,
0.1, // still strict
0.2, // still strict
baseline,
linearSender(baseline, 1.0, 5.0),
)
if err != nil {
t.Fatalf("Error: %v", err)
}
// Expect no match because the noise level is too high to establish a reliable correlation.
if match {
t.Fatalf("Expected no match due to extreme noise. Reason: %s", reason)
}
}
func TestAlternatingSequences(t *testing.T) {
baseline := 0.0
var generatedDelays []float64
reqSender := func(delay int) (float64, error) {
generatedDelays = append(generatedDelays, float64(delay))
return float64(delay), nil
}
match, reason, err := checkTimingDependency(
4, // requestsLimit
15, // highSleepTimeSeconds
0.1, // correlationErrorRange
0.2, // slopeErrorRange
baseline,
reqSender,
)
if err != nil {
t.Fatalf("Unexpected error: %v", err)
}
if !match {
t.Fatalf("Expected a match but got none. Reason: %s", reason)
}
// Verify alternating sequence of delays
expectedDelays := []float64{15, 3, 15, 3}
if !reflect.DeepEqual(generatedDelays, expectedDelays) {
t.Fatalf("Expected delays %v but got %v", expectedDelays, generatedDelays)
}
}
func TestNonInjectableQuickFail(t *testing.T) {
baseline := 0.5
var timesCalled int
reqSender := func(delay int) (float64, error) {
timesCalled++
return 0.5, nil // Return value less than delay
}
match, _, err := checkTimingDependency(
4, // requestsLimit
15, // highSleepTimeSeconds
0.1, // correlationErrorRange
0.2, // slopeErrorRange
baseline,
reqSender,
)
if err != nil {
t.Fatalf("Unexpected error: %v", err)
}
if match {
t.Fatal("Expected no match for non-injectable case")
}
if timesCalled != 1 {
t.Fatalf("Expected quick fail after 1 call, got %d calls", timesCalled)
}
}
func TestSlowNonInjectableCase(t *testing.T) {
baseline := 10.0
rng := rand.New(rand.NewSource(time.Now().UnixNano()))
var timesCalled int
reqSender := func(delay int) (float64, error) {
timesCalled++
return 10 + rng.Float64()*0.5, nil
}
match, _, err := checkTimingDependency(
4, // requestsLimit
15, // highSleepTimeSeconds
0.1, // correlationErrorRange
0.2, // slopeErrorRange
baseline,
reqSender,
)
if err != nil {
t.Fatalf("Unexpected error: %v", err)
}
if match {
t.Fatal("Expected no match for slow non-injectable case")
}
if timesCalled > 3 {
t.Fatalf("Expected early termination (≤3 calls), got %d calls", timesCalled)
}
}
func TestRealWorldNonInjectableCase(t *testing.T) {
baseline := 0.0
var iteration int
counts := []float64{11, 21, 11, 21, 11}
reqSender := func(delay int) (float64, error) {
iteration++
return counts[iteration-1], nil
}
match, _, err := checkTimingDependency(
4, // requestsLimit
15, // highSleepTimeSeconds
0.1, // correlationErrorRange
0.2, // slopeErrorRange
baseline,
reqSender,
)
if err != nil {
t.Fatalf("Unexpected error: %v", err)
}
if match {
t.Fatal("Expected no match for real-world non-injectable case")
}
if iteration > 4 {
t.Fatalf("Expected ≤4 iterations, got %d", iteration)
}
}
func TestSmallErrorDependence(t *testing.T) {
baseline := 0.0
rng := rand.New(rand.NewSource(time.Now().UnixNano()))
reqSender := func(delay int) (float64, error) {
return float64(delay) + rng.Float64()*0.5, nil
}
match, reason, err := checkTimingDependency(
4, // requestsLimit
15, // highSleepTimeSeconds
0.1, // correlationErrorRange
0.2, // slopeErrorRange
baseline,
reqSender,
)
if err != nil {
t.Fatalf("Unexpected error: %v", err)
}
if !match {
t.Fatalf("Expected match for small error case. Reason: %s", reason)
}
}
// copyHeaders replicates the header-copy logic from Analyze's reqSender closure.
// It copies all headers from src to dst, skipping the fuzzed key when the
// component is a header component.
func copyHeaders(dst, src *retryablehttp.Request, componentName, fuzzedKey string) {
for k, vs := range src.Header {
if componentName == "header" && k == fuzzedKey {
continue
}
dst.Header[k] = vs
}
}
func TestRebuildFromClonedComponentLosesPostParseHeaders(t *testing.T) {
rawReq, _ := retryablehttp.NewRequest("GET", "http://example.com/?id=1", nil)
q := component.NewQuery()
parsed, err := q.Parse(rawReq)
require.True(t, parsed)
require.NoError(t, err)
// in the real flow the component is cloned before custom headers are
// injected, so the clone's internal request has no custom headers
cloned := q.Clone()
rawReq.Header.Set("Cookie", "session=abc123")
rawReq.Header.Set("Authorization", "Bearer tok")
err = cloned.SetValue("id", "2")
require.NoError(t, err)
rebuilt, err := cloned.Rebuild()
require.NoError(t, err)
require.Empty(t, rebuilt.Header.Get("Cookie"), "cloned component rebuild should not have post-parse headers")
require.Empty(t, rebuilt.Header.Get("Authorization"))
}
func TestHeaderCopyRestoresCustomHeaders(t *testing.T) {
rawReq, _ := retryablehttp.NewRequest("GET", "http://example.com/?id=1", nil)
q := component.NewQuery()
parsed, err := q.Parse(rawReq)
require.True(t, parsed)
require.NoError(t, err)
cloned := q.Clone()
// simulate post-parse header injection on the live request
rawReq.Header.Set("Cookie", "session=abc123")
rawReq.Header.Set("Authorization", "Bearer tok")
rawReq.Header.Set("X-Custom", "value")
err = cloned.SetValue("id", "2")
require.NoError(t, err)
rebuilt, err := cloned.Rebuild()
require.NoError(t, err)
copyHeaders(rebuilt, rawReq, cloned.Name(), "")
require.Equal(t, "session=abc123", rebuilt.Header.Get("Cookie"))
require.Equal(t, "Bearer tok", rebuilt.Header.Get("Authorization"))
require.Equal(t, "value", rebuilt.Header.Get("X-Custom"))
}
func TestHeaderCopySkipsFuzzedKey(t *testing.T) {
rawReq, _ := retryablehttp.NewRequest("GET", "http://example.com/", nil)
rawReq.Header.Set("X-Inject", "original-value")
rawReq.Header.Set("Cookie", "session=abc123")
h := component.NewHeader()
parsed, err := h.Parse(rawReq)
require.True(t, parsed)
require.NoError(t, err)
fuzzedKey := "X-Inject"
err = h.SetValue(fuzzedKey, "sleep(5)")
require.NoError(t, err)
rebuilt, err := h.Rebuild()
require.NoError(t, err)
copyHeaders(rebuilt, rawReq, h.Name(), fuzzedKey)
require.Equal(t, "sleep(5)", rebuilt.Header.Get("X-Inject"), "fuzzed header should keep the payload")
require.Equal(t, "session=abc123", rebuilt.Header.Get("Cookie"), "non-fuzzed headers should be copied")
}
func TestHeaderCopyWithMultipleValues(t *testing.T) {
rawReq, _ := retryablehttp.NewRequest("GET", "http://example.com/?q=1", nil)
q := component.NewQuery()
parsed, err := q.Parse(rawReq)
require.True(t, parsed)
require.NoError(t, err)
cloned := q.Clone()
rawReq.Header.Add("X-Multi", "val1")
rawReq.Header.Add("X-Multi", "val2")
rebuilt, err := cloned.Rebuild()
require.NoError(t, err)
copyHeaders(rebuilt, rawReq, cloned.Name(), "")
require.Equal(t, []string{"val1", "val2"}, rebuilt.Header.Values("X-Multi"))
}