nyx/docs/detectors.md
Eli Peter 58f1794a4e
Added Cap::DATA_EXFIL and taint fp and fn fixes on real repos (#59)
* feat: Enhance data exfiltration detection with source sensitivity gating for cookies and headers

* feat: Implement cross-file data exfiltration detection with parameter-specific gate filters

* feat: Add calibration tests and refine DATA_EXFIL severity scoring logic

* feat: Introduce per-detector configuration for data exfiltration suppression

* feat: Enhance DATA_EXFIL findings with destination field tracking in diagnostics and SARIF output

* feat: Add tainted body and URL handling for data exfiltration detection

* feat: Add integration tests and fixtures for DATA_EXFIL and SSRF detection in Go

* feat: Add Java integration tests and fixtures for DATA_EXFIL detection across multiple HTTP clients

* feat: Add synthetic externals handling for closure-captured variables in SSA

* feat: Implement closure-based suppression for resource leak findings

* feat: Add regression guards for shell-injection and taint propagation in for-of destructure patterns

* feat: Implement constructor cap narrowing for data exfiltration detection in HTTP request builders

* feat: Add gated sinks for data exfiltration detection in C and C++ using curl_easy_setopt

* feat: Implement DATA_EXFIL cap parity for backwards analysis and add integration tests

* feat: Add data exfiltration sinks for various languages and enhance documentation

* refactor: Simplify formatting and improve readability in various files

* refactor: Improve readability by simplifying conditional statements and adding clippy linting

* docs: Update CHANGELOG and comments for data exfiltration features and configuration

* docs: Clarify configuration instructions for data exfiltration trusted destinations

* docs: Enhance comments for evidence routing logic in data exfiltration
2026-05-01 10:59:52 -04:00

4.6 KiB

Detectors

Nyx ships four independent detector families. They run together in --mode full, the default. Findings are merged, deduplicated, ranked, and printed in one result set.

Family Rule prefix Looks at What it finds
Taint analysis taint-* Cross-file dataflow Unsanitized data flowing source to sink
CFG structural cfg-* Per-function control flow Auth gaps, unguarded sinks, error fallthrough, resource release on all paths
State model state-* Per-function state lattice Use-after-close, double-close, leaks, unauthenticated access
AST patterns <lang>.<cat>.<name> Tree-sitter structural match Banned APIs, weak crypto, dangerous constructs

The taint family is split into cap-specific rule classes when a sink callee carries multiple vulnerability classes:

Rule id Cap Surface
taint-unsanitised-flow every cap except data_exfil and unauthorized_id Default taint flow class
taint-data-exfiltration data_exfil Sensitive data flowing into the payload of an outbound network request (body / headers / json on fetch, body on XMLHttpRequest.send). Distinct from SSRF: the destination is fixed but attacker-influenced bytes leave the process.
rs.auth.missing_ownership_check.taint unauthorized_id Rust auth subsystem fold-in; see auth.md.

A single call site can fire several of these at once when it carries multiple gates — fetch(taintedUrl, {body: tainted}) produces both an SSRF finding (URL flow) and a taint-data-exfiltration finding (body flow), each with its own cap mask rather than a conflated union.

For Rust auth-specific rules (rs.auth.*), see auth.md.

How they combine

In --mode full:

  1. Taint and AST can both fire on one line. If eval(userInput) triggers both js.code_exec.eval (AST) and taint-unsanitised-flow (taint), both are kept with distinct rule IDs. The taint finding ranks higher because of the analysis-kind bonus.
  2. State supersedes CFG on resource leaks. When state-resource-leak and cfg-resource-leak fire at the same location, the CFG one is dropped.
  3. Exact duplicates are removed. Same line, column, rule ID, severity → one finding.

Modes

Mode Active detectors
full (default) All four
ast AST patterns only
cfg Taint + CFG + State (no AST patterns)
taint Taint + State

Attack-surface ranking

Every finding gets a deterministic score. Findings are sorted by descending score by default. Disable with --no-rank or output.attack_surface_ranking = false.

score = severity_base + analysis_kind + evidence_strength + state_bonus - validation_penalty
Component Values
Severity base High=60, Medium=30, Low=10
Analysis kind taint=+10, taint-data-exfiltration=+7, state=+8, cfg with evidence=+5, cfg without evidence=+3, ast=+0
Evidence strength +1 per evidence item up to 4; +2 to +6 for source kind
State bonus use-after-close / unauthed=+6, double-close=+3, must-leak=+2, may-leak=+1
Validation penalty -5 if path-validated

DATA_EXFIL is calibrated below other taint classes by design. Severity is High only when the source carries credential / session material (cookies, env vars); other Sensitive sources (request headers, file system, database, caught exception) downgrade to Medium. Confidence is capped at Medium and only fires Medium when the abstract / symbolic domain corroborates a concrete string body reaching the outbound payload; otherwise it falls to Low. A guarded flow (path_validated) drops a confidence tier. The intent is to seat data-exfiltration findings below SSRF / SQLi / command-injection but above informational AST patterns.

Source-kind contributions (taint only):

Source Bonus
User input (req.body, argv, stdin, form, query, params) +6
Environment (env::var, getenv, process.env) +5
Unknown +4
File system +3
Database +2

Approximate score ranges:

Finding type Score
High taint with user input 76 to 81
High state (use-after-close) ~74
High CFG structural 63 to 68
High DATA_EXFIL (cookie / env source, body confirmed) ~76
Medium taint with env source 45 to 50
Medium DATA_EXFIL (header / fs / db / caught-exception source) 40 to 45
Medium state (resource leak) ~40
Low AST-only pattern ~10

For the engine's runtime model (passes, summaries, SCC fixed-point), see how-it-works.md.