Psalm can attempt to find connections between user-controlled input (like `$_GET['name']`) and places that we don’t want unescaped user-controlled input to end up (like `echo "<h1>$name</h1>"` by looking at the ways that data flows through your application (via assignments, function/method calls and array/property access).
You can enable this mode with the `--taint-analysis` command line flag. When taint analysis is enabled, no other analysis is performed. To [ensure comprehensive results](https://github.com/vimeo/psalm/issues/6156), Psalm should be run normally prior to taint analysis, and any errors should be fixed.
Tainted input is anything that can be controlled, wholly or in part, by a user of your application. In taint analysis, tainted input is called a _taint source_.
Example sources:
-`$_GET[‘id’]`
-`$_POST['email']`
-`$_COOKIE['token']`
Taint analysis tracks how data flows from taint sources into _taint sinks_. Taint sinks are places you really don’t want untrusted data to end up.
Example sinks:
-`<div id="section_<?= $id ?>">`
-`$pdo->exec("select * from users where name='" . $name . "'")`
Psalm recognises a number of taint types by default, defined in the [Psalm\Type\TaintKind](https://github.com/vimeo/psalm/blob/master/src/Psalm/Type/TaintKind.php) class:
To avoid these issues, use Parameterised Queries for SQL and Commands (e.g. `exec`); and a context-aware templating engine for HTML. Then use the [literal-string](https://psalm.dev/docs/annotating_code/type_syntax/scalar_types/#literal-string) type to ensure sensitive strings are defined in your application (i.e. have been written by a developer).
Psalm supports the [SARIF](http://docs.oasis-open.org/sarif/sarif/v2.0/csprd01/sarif-v2.0-csprd01.html) standard for exchanging static analysis results. This enables you to view the results in any SARIF compatible software, including the taint flow.
### GitHub Code Scanning
[GitHub code scanning](https://docs.github.com/en/free-pro-team@latest/github/finding-security-vulnerabilities-and-errors-in-your-code/about-code-scanning) can be set up by using the [Psalm GitHub Action](https://github.com/marketplace/actions/psalm-static-analysis-for-php).
Alternatively, the generated SARIF file can be manually uploaded as described in [the GitHub documentation](https://docs.github.com/en/free-pro-team@latest/github/finding-security-vulnerabilities-and-errors-in-your-code/uploading-a-sarif-file-to-github).
Psalm can output the taint graph using the DOT language. This is useful when expected taints are not detected. To generate a DOT graph run Psalm with the `--dump-taint-graph` flag. For example: