ai-ml-attacks
This skill should be used when the user asks about "AI security", "ML pipeline attacks", "prompt injection", "model deserialization", "unsafe model loading",…
This skill should be used when the user asks to "trace data flow", "follow user input", "source to sink analysis", "track variable", "find input sources", "taint analysis", or needs to understand how user-controlled data flows through an application during whitebox security
$ npx -y skills add allsmog/vuln-scout --skill data-flow-tracing --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/data-flow-tracingContext preview
The summary Claude sees to decide when to auto-load this skill.
This skill should be used when the user asks to "trace data flow", "follow user input", "source to sink analysis", "track variable", "find input sources", "taint analysis", or needs to understand how user-controlled data flows through an application during whitebox security
name: Data Flow Tracing description: This skill should be used when the user asks to "trace data flow", "follow user input", "source to sink analysis", "track variable", "find input sources", "taint analysis", or needs to understand how user-controlled data flows through an application during whitebox security review. version: 1.0.0
Guide the process of tracing user-controlled input from entry points (sources) through the application to security-sensitive functions (sinks). This is essential for confirming vulnerability exploitability.
Activate this skill when:
**HTTP Sources**: | Language | Common Sources | |----------|----------------| | PHP | `$_GET`, `$_POST`, `$_REQUEST`, `$_COOKIE`, `$_FILES`, `$_SERVER` | | Java | `request.getParameter()`, `request.getHeader()`, `@RequestParam` | | Python | `request.args`, `request.form`, `request.data`, `request.json` | | Node.js | `req.query`, `req.body`, `req.params`, `req.headers` | | .NET | `Request.QueryString`, `Request.Form`, `Request["param"]` |
**Other Sources**:
Refer to the **dangerous-functions** skill for comprehensive sink lists.
Track how data changes between source and sink:
Start from the dangerous function identified during code review.
Identify what variables/parameters are passed to the sink.
Example: system($cmd); Direct parameter: $cmd
Follow each parameter to its origin:
1. Check function parameters 2. Check variable assignments 3. Check conditional branches 4. Check loop iterations 5. Check included/required files
Determine where user input enters:
$cmd = $_GET['command']; // Direct source $cmd = $row['command']; // Database (check how it was stored) $cmd = $config['cmd']; // Config file (check if user-modifiable)
Document all changes to the data:
Source: $_GET['input'] -> urldecode() -> str_replace(['../', '..\\'], '', $input) -> escapeshellarg() -> Sink: exec()
Consider:
**Forward Tracing**: Start from source, follow to sinks
$input = $_GET['x']; $processed = process($input); dangerous_function($processed);
**Backward Tracing**: Start from sink, trace to source
dangerous_function($var); <- $var = transform($data); <- $data = $_POST['param'];
# Find where variable is assigned
grep -rn "\$varname\s*=" --include="*.php"
# Find where variable is used
grep -rn "\$varname" --include="*.php"
# Find function calls
grep -rn "functionName\s*(" --include="*.php"$input = $_GET['cmd']; system($input); // Vulnerable
// Store
$db->insert(['cmd' => $_POST['cmd']]);
// Later, retrieve and execute
$row = $db->query("SELECT cmd FROM jobs")->fetch();
system($row['cmd']); // Vulnerable if original input wasn't sanitized// Config loaded from user-modifiable file
$config = parse_ini_file('/var/www/config.ini');
system($config['backup_cmd']); // Vulnerable if config is modifiable// file1.php $_SESSION['cmd'] = $_GET['cmd']; // file2.php system($_SESSION['cmd']); // Vulnerable
$input = htmlspecialchars($_GET['x']); // XSS protection
$input = escapeshellarg($_GET['x']); // Command injection protection
$input = intval($_GET['x']); // Type casting
$input = preg_replace('/[^a-z]/', '', $_GET['x']); // Whitelist| Sanitization | Bypass Considerations | |--------------|----------------------| | Blacklist | Missing characters, encoding | | Whitelist | Logic errors, regex flaws | | Type casting | Depends on sink requirements | | Encoding | Double encoding, context | | Length limits | Truncation attacks |
When tracing, document findings:
## Finding: [Vulnerability Type] ### Sink - File: path/to/file.php - Line: 42 - Function: system($cmd) ### Source - File: path/to/file.php - Line: 35 - Source: $_GET['command'] ### Data Flow 1. $_GET['command'] received (line 35) 2. Passed to sanitize() function (line 36) 3. Concatenated with prefix (line 38) 4. Passed to system() (line 42) ### Sanitization - sanitize() removes semicolons and pipes - Bypass: Use newline (%0a) or $() syntax ### Exploitability - Confirmed exploitable - Payload: `valid_command%0awhoami`
AI-powered whitebox penetration testing plugin for Claude Code. 9 languages, 22 skills, 7 autonomous agents. STRIDE threat modeling, OWASP 2025 coverage, polyglot monorepo support.
Repo: allsmog/vuln-scout
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