Generic Sensitive Data Leakage Detection

Core Principle

IF data MATCHES sensitive_pattern
   AND data FLOWS TO output_sink
THEN potential_leak

This skill detects credentials, secrets, and sensitive data flowing to logging, error messages, HTTP responses, or any other output - regardless of which libraries the codebase uses.

Phase 1: Identify Sensitive Data (Sources)

1.1 Sensitive Naming Patterns

Search for variables, fields, parameters with these patterns:

Go:

grep -rniE "(secret|password|passwd|pwd|apikey|api_key|token|credential|private.?key|access.?key|auth.?token|bearer|encryption.?key|signing.?key|client.?secret|consumer.?secret|conn.?str|connection.?string)" --include="*.go" | grep -v "_test\.go"

Python:

grep -rniE "(secret|password|passwd|pwd|apikey|api_key|token|credential|private.?key|access.?key|auth.?token|bearer)" --include="*.py" | grep -v "test_"

Java:

grep -rniE "(secret|password|passwd|pwd|apiKey|api_key|token|credential|privateKey|accessKey|authToken|bearer)" --include="*.java" | grep -v "Test\.java"

JavaScript/TypeScript:

grep -rniE "(secret|password|passwd|pwd|apiKey|api_key|token|credential|privateKey|accessKey|authToken|bearer)" --include="*.js" --include="*.ts" | grep -v "\.test\." | grep -v "\.spec\."

1.2 Sensitive Function Returns

# Functions that return/fetch secrets (Go)
grep -rniE "func.*(Get|Read|Fetch|Load|Decrypt|Retrieve).*(Secret|Password|Key|Token|Cred)" --include="*.go"

# Assignments from credential functions
grep -rniE "(secret|password|key|token|cred).*:?=.*(Get|Read|Fetch|Load|Decrypt|Retrieve)" --include="*.go"

1.3 Sensitive Struct/Class Fields

# Go struct fields
grep -rniE "^\s+(Secret|Password|Key|Token|Credential|ApiKey|PrivateKey|AccessKey)\s+\S+" --include="*.go"

# Python class attributes
grep -rniE "self\.(secret|password|key|token|credential|api_key)" --include="*.py"

# Java fields
grep -rniE "(private|protected|public)\s+\S+\s+(secret|password|key|token|credential)" --include="*.java"

1.4 Environment Variables

# Go
grep -rniE "os\.Getenv\([\"'].*?(SECRET|PASSWORD|KEY|TOKEN|CREDENTIAL|API_KEY)" --include="*.go"

# Python
grep -rniE "os\.environ\.get\([\"'].*?(SECRET|PASSWORD|KEY|TOKEN|CREDENTIAL|API_KEY)" --include="*.py"

# Node.js
grep -rniE "process\.env\.(SECRET|PASSWORD|KEY|TOKEN|CREDENTIAL|API_KEY)" --include="*.js" --include="*.ts"

Phase 2: Identify Output Sinks

2.1 Discover Logging Library Used

# Go - find log imports
grep -rniE "^import|^\t\"" --include="*.go" | grep -iE "log|zap|logrus|zerolog|klog|glog|slog" | head -10

# Find actual log function calls
grep -rhoE "\w+\.(Error|Info|Debug|Warn|Fatal|Print|Log|Msg)(f|ln|w|Context)?\s*\(" --include="*.go" | sort | uniq -c | sort -rn | head -20

2.2 All Logging Calls (Generic)

# Matches ANY logging library
grep -rniE "\.(log|print|error|warn|info|debug|fatal|trace|notice|output|write|emit|send|record)(f|ln|w)?\s*\(" --include="*.go" --include="*.py" --include="*.java" --include="*.js"

2.3 Error Creation/Wrapping

# Go
grep -rniE "(fmt\.Errorf|errors\.New|errors\.Wrap|errors\.Wrapf|fmt\.Sprintf.*[Ee]rr)" --include="*.go"

# Python
grep -rniE "(raise\s+\w+Exception|raise\s+\w+Error)" --include="*.py"

# Java
grep -rniE "throw\s+new\s+\w+Exception" --include="*.java"

2.4 HTTP Responses

# Go
grep -rniE "(\.Write\(|\.WriteString\(|json\.Encode|\.JSON\(|c\.String\(|w\.Write)" --include="*.go"

# Python (Flask/Django)
grep -rniE "(jsonify|JsonResponse|Response\(|return.*json)" --include="*.py"

# Node.js
grep -rniE "(res\.send|res\.json|res\.write|response\.send)" --include="*.js" --include="*.ts"

Phase 3: Find Dangerous Intersections

3.1 Sensitive Variable in Log Call

# Direct pattern - sensitive var name in log arguments
grep -rniE "(log|print|error|warn|info|debug|fatal)\w*\(.*\b(secret|password|key|token|cred|apikey)\w*\b" --include="*.go" | grep -v "_test\.go"

3.2 Format String Struct Dumps (%v, %+v, %#v)

# These format verbs dump ALL struct fields including secrets
grep -rniE "%[+#]?v" --include="*.go" | grep -v "_test\.go"

# More specific - %v with config/options types
grep -rniE "(Error|Info|Debug|Warn|Print|Log)(f|w)?\(.*%[+#]?v.*(config|option|session|setting|client|request)" --include="*.go"

3.3 Sensitive Data Passed to Format Functions

# Sensitive variable as argument to printf-style function
grep -rniE "(printf|errorf|sprintf|infof|debugf|warnf|fatalf)\([^)]+,\s*\w*(secret|password|key|token|cred)" --include="*.go"

3.4 Error Returns Containing Secrets

# Functions returning errors with sensitive data
grep -rniE "return.*(fmt\.Errorf|errors\.).*%(v|s|w).*\w*(secret|password|key|token|config|opt)" --include="*.go"

Phase 4: Contextual Analysis (Critical for Avoiding False Positives)

For each finding, verify:

Check	Question	How to Verify
Is it actually sensitive?	Not a map key, keyboard key, or generic "key"	Check variable usage context
Does it reach output?	Trace variable through code to log/response	Follow data flow
Has safe String() method?	Struct implements fmt.Stringer that redacts secrets?	grep -A10 "func (.*TypeName) String()"
Format verb?	Using %+v/%#v? (these bypass String() methods)	Check format string - %s and %v use String()
Is it SDK error?	SDK errors rarely contain config structs	Don't flag SDK error logging by default
Log level?	Debug logs may be disabled in prod	Lower severity for debug-only

Critical: Always Check for String() Method

Before flagging any struct being logged:

# For a struct named "Server" or "Config":
grep -rn "func (.*Server) String()" --include="*.go"
grep -rn "func (.*Config) String()" --include="*.go"

If a safe String() method exists that omits credentials → NOT a vulnerability (unless %+v or %#v is used)

Phase 5: Common Vulnerable Patterns

Pattern 1: Direct Struct Dump with Credentials

// VULNERABLE: struct with credentials logged directly
type Config struct {
    Region    string
    SecretKey string  // Sensitive!
}
log.Warnf("Config issue: %+v", config)  // Dumps ALL fields including SecretKey
log.Warnf("Server error: %s", server)   // ONLY vulnerable if Server lacks safe String() method

IMPORTANT: Before flagging struct logging, check if the struct has a custom String() method:

# Check for safe String() implementation
grep -A5 "func (.*TypeName) String()" --include="*.go"

If the struct has a String() method that omits sensitive fields, logging with %s or %v is SAFE.

Pattern 2: Config Struct Dump

// VULNERABLE: config.SecretKey exposed
log.Debugf("Using config: %+v", config)

Pattern 3: Request Logging

// VULNERABLE: Authorization header exposed
log.Infof("Request: %+v", req)
log.Infof("Headers: %v", req.Header)

Pattern 4: Error Chain Propagation

// VULNERABLE: secret propagates up call stack
err := connectWithSecret(secretKey)
return fmt.Errorf("connection failed: %w", err)  // wraps error containing secret

Pattern 5: Response Body Logging

// VULNERABLE: response may contain tokens
body, _ := ioutil.ReadAll(resp.Body)
log.Debugf("Response: %s", body)  // May contain access_token, refresh_token

Quick Scan Commands

All-in-One Scan (Go)

#!/bin/bash
echo "=== Sensitive Data Leakage Scan ==="

echo -e "\n[1] Sensitive identifiers in log calls:"
grep -rniE "(log|print|error|warn|info|debug|fatal)\w*\([^)]*\b(secret|password|key|token|cred|apikey)\w*" --include="*.go" | grep -v "_test\.go" | head -20

echo -e "\n[2] Struct dumps with %v/%+v:"
grep -rniE "(Error|Info|Debug|Warn|Print)(f)?\([^)]*%[+#]?v" --include="*.go" | grep -v "_test\.go" | head -20

echo -e "\n[3] Sensitive data in error creation:"
grep -rniE "(Errorf|Wrapf?|New)\([^)]*\b(secret|password|key|token|cred)" --include="*.go" | grep -v "_test\.go" | head -20

echo -e "\n[4] Config/Options types being logged:"
grep -rniE "(log|print)\w*\([^)]*(config|option|session|setting|credential)" --include="*.go" | grep -v "_test\.go" | head -20

echo -e "\n=== Scan Complete ==="

Format String Audit

# Find all %v/%+v usage for manual review
grep -rn "%+v\|%#v" --include="*.go" | grep -v "_test\.go" | while read line; do
    file=$(echo "$line" | cut -d: -f1)
    linenum=$(echo "$line" | cut -d: -f2)
    echo "[$file:$linenum] $(echo "$line" | cut -d: -f3-)"
done

Remediation

Fix 1: Log Only Error Message

// Before (vulnerable)
log.Errorf("Failed: %v", err)

// After (safe)
log.Errorf("Failed: %s", err.Error())

Fix 2: Implement fmt.Stringer Interface

func (c *Config) String() string {
    return fmt.Sprintf("Config{Region: %s, Bucket: %s}",
        c.Region, c.Bucket)
    // Omit SecretKey, Password, etc.
}

Fix 3: Use Structured Logging with Explicit Fields

// Only log non-sensitive fields
logger.Error("connection failed",
    zap.String("region", config.Region),
    zap.String("endpoint", config.Endpoint),
    // Don't include: zap.String("secret", config.SecretKey)
)

Fix 4: Redact Before Logging

func redact(s string) string {
    if len(s) <= 4 {
        return "****"
    }
    return s[:2] + "****" + s[len(s)-2:]
}

log.Infof("Using key: %s", redact(apiKey))

Fix 5: Use Log Sanitization Middleware

// Wrap logger to auto-redact patterns
type RedactingLogger struct {
    inner Logger
    patterns []*regexp.Regexp
}

func (l *RedactingLogger) Errorf(format string, args ...interface{}) {
    msg := fmt.Sprintf(format, args...)
    msg = l.redactPatterns(msg)
    l.inner.Errorf("%s", msg)
}

Common False Positives to Avoid

Before reporting a finding, verify it's not one of these common false positives:

FP 1: SDK Error Logging

// USUALLY NOT VULNERABLE
session, err := session.NewSessionWithOptions(opts)
if err != nil {
    log.Errorf("Failed to create session: %v", err)  // err is just an error message
}

Why it's usually safe: SDK errors typically contain descriptive error messages, NOT the config struct with credentials. The err object from most SDKs (AWS, GCP, Azure) does not embed or reference the options/config passed to the function.

When it IS vulnerable: Only if the SDK explicitly includes config in error (rare), or if wrapping an error that contains sensitive data.

FP 2: Struct with Safe String() Method

// NOT VULNERABLE if Server has safe String() method
log.Warnf("Server issue: %s", server)

// Check: Does Server implement String()?
func (s *Server) String() string {
    return s.ID + "=>" + s.Address  // Safe - omits credentials
}

Verification: Always grep for func (.*StructName) String() before flagging.

FP 3: Generic "key" or "token" Variable Names

// NOT VULNERABLE - these are map keys, not secrets
for key, value := range items {
    log.Debugf("Processing key: %s", key)
}

// NOT VULNERABLE - JWT token parsing (token is being validated, not a secret)
token, err := jwt.Parse(tokenString, keyFunc)

Verification: Check context - is "key" a cryptographic key or a map/dictionary key?

FP 4: Error Contains Path, Not Credentials

// USUALLY NOT VULNERABLE
credsJSON, err := ioutil.ReadFile(storageCredsPath)
if err != nil {
    log.Errorf("Unable to read credentials: %v", err)  // err contains file path, not credentials
}

Why it's usually safe: File read errors contain the path and OS error, not file contents.

When it IS vulnerable: If the path itself is sensitive (contains account IDs, etc.)

Verification Checklist

Before reporting any credential logging finding, verify:

Step	Check	If No →
1	Is the logged variable actually a struct with credentials?	Not a vulnerability
2	If struct: Does it have a custom String() method?	If safe String() exists → Not vulnerable
3	If error: Does the SDK/library actually embed config in errors?	Usually no → Likely FP
4	Is %+v or %#v used? (These bypass String() methods)	If just %v or %s → Check String() method
5	Is the sensitive field directly in the format string args?	If not direct → trace data flow

Integration with Other Skills

• Use dangerous-functions skill for traditional injection sinks
• Use data-flow-tracing skill for complex flow analysis
• Use vuln-patterns skill for exploitation context