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* refactor: Update comments for clarity and add expectations.json files for performance metrics * feat: Implement FP guard for JS/TS local-collection receivers to suppress missing ownership checks * feat: Enhance Rust parameter handling to classify local collections and prevent false ownership checks * refactor: Simplify code formatting for better readability in multiple files * refactor: Improve UTF-8 sequence length handling and enhance clarity in loop iteration * feat: Update Java and Python patterns to include new security rules * refactor: Improve comment clarity and consistency across multiple Rust files * refactor: Simplify code formatting for improved readability in integration tests and module files * refactor: Improve comment formatting and enhance clarity in assertions across multiple files
144 lines
6.6 KiB
Markdown
144 lines
6.6 KiB
Markdown
# Taint analysis
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Nyx tracks untrusted data from **sources** (where it enters the program) through assignments and function calls to **sinks** (where it's used dangerously). If the flow reaches a sink without passing a matching **sanitizer**, a finding fires.
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The engine is a monotone forward dataflow over a finite lattice with guaranteed termination. It's flow-sensitive inside a function, and interprocedural across files via persisted per-function summaries.
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## Rule ID
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```
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taint-unsanitised-flow (source <line>:<col>)
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```
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One rule ID, parameterized by the source location. Suppressions can target either the base ID or the full string.
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## What it detects
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- User input flowing to shell execution: `req.body.cmd` → `child_process.exec`
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- User input flowing to code evaluation: `req.query.code` → `eval`
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- User input flowing to SQL: `request.args.get('id')` → `cursor.execute(f"... {id}")`
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- Environment variables flowing to shell: `env::var("CMD")` → `Command::new("sh").arg("-c")`
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- Request parameters flowing to HTML: `req.query.name` → `innerHTML`
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- File contents flowing to privileged sinks: `fs::read_to_string` → `db.execute`
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- Any other source-to-sink flow where the sink's required capability is not stripped along the way
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## What it can't detect
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- **Library calls without summaries.** If a callee has no summary (no source, binary-only dependency), Nyx treats it as neither propagating nor sanitizing. This is conservative for sanitization but lossy for propagation.
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- **Deep pointer aliasing.** `let y = &x; sink(*y)` works through one level, but arbitrary chains of pointer arithmetic and aliased writes (`*p`, `p->field` in C/C++) are not tracked end-to-end. Function pointers and indirect calls resolve to no callee.
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- **Implicit flows.** Taint follows explicit data, not branching signal. `if (secret) x = 1 else x = 0` does not taint `x`.
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- **Globals and statics across functions.** Not tracked across function boundaries.
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## Common false positives
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| Scenario | Why | Mitigation |
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|---|---|---|
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| Custom sanitizer not recognised | Only built-in + configured sanitizers match | Add a custom sanitizer rule in config |
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| Container holds mixed-typed items the engine cannot tell apart | A `vector<int>` of port numbers and a `vector<string>` of user input share the same store/load model | Sanitize the values on the way in (numeric parse / explicit validator) so the values themselves carry no cap, not just the container |
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| Dead branches | Path-insensitive within a function | Constraint solving catches trivially infeasible combos; path-validated findings are scored lower |
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| Library wrapper re-introduces taint | Wrapper opaque, or summary marks it as propagating | Summarize the wrapper explicitly or add it as a sanitizer |
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## Common false negatives
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| Scenario | Why |
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|---|---|
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| Third-party library on the path | No summary available, callee treated opaquely |
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| Globals / statics across function boundaries | Not tracked |
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| Some closure captures | Closure analysis is limited. JS/TS/Ruby/Go anonymous functions passed as callbacks *are* analyzed as separate scopes |
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| Very deep cross-file chains | Summary approximation loses precision at depth |
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## Confidence signals
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Higher confidence:
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- Source + Sink both present in evidence with specific call locations.
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- `source_kind: user_input` (direct attacker control).
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- `path_validated: false`.
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- No dominating guard on the path.
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- Symex produced a witness string (rendered sink value visible in JSON/SARIF `evidence.symbolic.witness`).
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Lower confidence:
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- Path-validated taint (`path_validated: true`).
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- Source is a database read or internal file (pre-validated at insertion is common).
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- Engine note `ForwardBailed` / `PathWidened`. Use `--require-converged` to drop these in strict gates.
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## Tuning
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### Custom sanitizer
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```toml
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# nyx.local
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[[analysis.languages.javascript.rules]]
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matchers = ["escapeHtml", "sanitizeInput"]
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kind = "sanitizer"
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cap = "html_escape"
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```
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Or: `nyx config add-rule --lang javascript --matcher escapeHtml --kind sanitizer --cap html_escape`.
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### Filter by severity or confidence
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```bash
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nyx scan . --severity HIGH
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nyx scan . --min-confidence medium
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```
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### Skip dataflow entirely
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```bash
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nyx scan . --mode ast
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```
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AST-only mode gives you structural pattern matches without taint.
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In the browser UI, taint findings render as a numbered flow walk so you can see each hop the engine took:
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<p align="center"><img src="../../assets/screenshots/docs/serve-finding-detail.png" alt="Nyx finding detail: HIGH taint-unsanitised-flow with numbered source → call → sink steps and How to fix guidance" width="900"/></p>
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## Example
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Rust:
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```rust
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use std::env;
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use std::process::Command;
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fn main() {
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let cmd = env::var("USER_CMD").unwrap(); // source
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Command::new("sh").arg("-c").arg(&cmd).output(); // sink
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}
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```
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Finding:
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```
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[HIGH] taint-unsanitised-flow (source 5:15) src/main.rs:6:5
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Unsanitised user input flows from env::var → Command::new
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Source: env::var (5:15)
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Sink: Command::new
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```
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Safe rewrite: drop the shell and pass the value as argv directly (`Command::new(&cmd).output()`), or validate against an allowlist before passing to the shell.
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## Capabilities
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Sources, sanitizers, and sinks are linked by named capabilities. A sanitizer only clears taint for the cap it declares. A sink only fires when the remaining taint still carries its required cap.
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| Capability | Typical source | Typical sanitizer | Typical sink |
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| `env_var` | `env::var`, `getenv`, `process.env` | | |
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| `html_escape` | | `html.escape`, `DOMPurify.sanitize` | `innerHTML`, `document.write` |
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| `shell_escape` | | `shlex.quote`, `shell_escape::escape` | `system`, `Command::new`, `eval` |
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| `url_encode` | | `encodeURIComponent` | `location.href`, HTTP client URL arg |
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| `json_parse` | | `JSON.parse` | |
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| `file_io` | | `os.path.realpath`, `filepath.Clean` | `open`, `fs::read_to_string`, `send_file` |
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| `fmt_string` | | | `printf(var)` |
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| `sql_query` | | parameterized query binders | `cursor.execute`, `db.query` with concatenation |
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| `deserialize` | | | `pickle.loads`, `yaml.load`, `Marshal.load` |
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| `ssrf` | | URL-prefix locks | `requests.get`, `fetch` URL arg, outbound HTTP destination |
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| `data_exfil` | | | `fetch` body / headers / json, `XMLHttpRequest.send` body |
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| `code_exec` | | | `eval`, `exec`, `Function` |
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| `crypto` | | | weak-algorithm constructors |
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| `unauthorized_id` | request-bound scoped IDs (Rust auth analysis) | ownership check | row-level write |
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| `all` | Sources typically use `all` so they match any sink | | |
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Sources typically use `cap = "all"` so they match every sink. Sinks declare the specific cap they need. Sanitizers only clear the cap they name.
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