zeroize-audit

Detects missing and compiler-optimized-away zeroization of sensitive data in C/C++/Rust source code with assembly and IR-level proof. Identifies 11 finding categories including missing zeroization, partial wipes, compiler optimizations that eliminate cleanup, stack retention, and control-flow gaps in error paths Requires valid build context (compile_commands.json for C/C++ or Cargo.toml for Rust) and produces structured JSON findings plus markdown reports with evidence cross-references Generates bespoke proof-of-concept programs for each finding, validates them at compile and runtime, and verifies they actually demonstrate the claimed vulnerability Supports optional semantic analysis via Serena MCP for symbol resolution and data-flow tracking; downgrades findings gracefully when MCP is unavailable Runs 11 specialized agents across 8 phases with persistent working directories, enabling parallel execution and recovery after context compression

INSTALLATION
npx skills add https://github.com/trailofbits/skills --skill zeroize-audit
Run in your project or agent environment. Adjust flags if your CLI version differs.

SKILL.md

zeroize-audit — Claude Skill

When to Use

  • Auditing cryptographic implementations (keys, seeds, nonces, secrets)
  • Reviewing authentication systems (passwords, tokens, session data)
  • Analyzing code that handles PII or sensitive credentials
  • Verifying secure cleanup in security-critical codebases
  • Investigating memory safety of sensitive data handling

When NOT to Use

  • General code review without security focus
  • Performance optimization (unless related to secure wiping)
  • Refactoring tasks not related to sensitive data
  • Code without identifiable secrets or sensitive values

Purpose

Detect missing zeroization of sensitive data in source code and identify zeroization that is removed or weakened by compiler optimizations (e.g., dead-store elimination), with mandatory LLVM IR/asm evidence. Capabilities include:

  • Assembly-level analysis for register spills and stack retention
  • Data-flow tracking for secret copies
  • Heap allocator security warnings
  • Semantic IR analysis for loop unrolling and SSA form
  • Control-flow graph analysis for path coverage verification
  • Runtime validation test generation

Scope

  • Read-only against the target codebase (does not modify audited code; writes analysis artifacts to a temporary working directory).
  • Produces a structured report (JSON).
  • Requires valid build context (compile_commands.json) and compilable translation units.
  • "Optimized away" findings only allowed with compiler evidence (IR/asm diff).

Inputs

See {baseDir}/schemas/input.json for the full schema. Key fields:

Field

Required

Default

Description

path

yes

Repo root

compile_db

no

null

Path to compile_commands.json for C/C++ analysis. Required if cargo_manifest is not set.

cargo_manifest

no

null

Path to Cargo.toml for Rust crate analysis. Required if compile_db is not set.

config

no

YAML defining heuristics and approved wipes

opt_levels

no

["O0","O1","O2"]

Optimization levels for IR comparison. O1 is the diagnostic level: if a wipe disappears at O1 it is simple DSE; O2 catches more aggressive eliminations.

languages

no

["c","cpp","rust"]

Languages to analyze

max_tus

no

Limit on translation units processed from compile DB

mcp_mode

no

prefer

off, prefer, or require — controls Serena MCP usage

mcp_required_for_advanced

no

true

Downgrade SECRET_COPY, MISSING_ON_ERROR_PATH, and NOT_DOMINATING_EXITS to needs_review when MCP is unavailable

mcp_timeout_ms

no

Timeout budget for MCP semantic queries

poc_categories

no

all 11 exploitable

Finding categories for which to generate PoCs. C/C++ findings: all 11 categories supported. Rust findings: only MISSING_SOURCE_ZEROIZE, SECRET_COPY, and PARTIAL_WIPE are supported; other Rust categories are marked poc_supported=false.

poc_output_dir

no

generated_pocs/

Output directory for generated PoCs

enable_asm

no

true

Enable assembly emission and analysis (Step 8); produces STACK_RETENTION, REGISTER_SPILL. Auto-disabled if emit_asm.sh is missing.

enable_semantic_ir

no

false

Enable semantic LLVM IR analysis (Step 9); produces LOOP_UNROLLED_INCOMPLETE

enable_cfg

no

false

Enable control-flow graph analysis (Step 10); produces MISSING_ON_ERROR_PATH, NOT_DOMINATING_EXITS

enable_runtime_tests

no

false

Enable runtime test harness generation (Step 11)

Prerequisites

Before running, verify the following. Each has a defined failure mode.

C/C++ prerequisites:

Prerequisite

Failure mode if missing

compile_commands.json at compile_db path

Fail fast — do not proceed

clang on PATH

Fail fast — IR/ASM analysis impossible

uvx on PATH (for Serena)

If mcp_mode=require: fail. If mcp_mode=prefer: continue without MCP; downgrade affected findings per Confidence Gating rules.

{baseDir}/tools/extract_compile_flags.py

Fail fast — cannot extract per-TU flags

{baseDir}/tools/emit_ir.sh

Fail fast — IR analysis impossible

{baseDir}/tools/emit_asm.sh

Warn and skip assembly findings (STACK_RETENTION, REGISTER_SPILL)

{baseDir}/tools/mcp/check_mcp.sh

Warn and treat as MCP unavailable

{baseDir}/tools/mcp/normalize_mcp_evidence.py

Warn and use raw MCP output

Rust prerequisites:

Prerequisite

Failure mode if missing

Cargo.toml at cargo_manifest path

Fail fast — do not proceed

cargo check passes

Fail fast — crate must be buildable

cargo +nightly on PATH

Fail fast — nightly required for MIR and LLVM IR emission

uv on PATH

Fail fast — required to run Python analysis scripts

{baseDir}/tools/validate_rust_toolchain.sh

Warn — run preflight manually. Checks all tools, scripts, nightly, and optionally cargo check. Use --json for machine-readable output, --manifest to also validate the crate builds.

{baseDir}/tools/emit_rust_mir.sh

Fail fast — MIR analysis impossible (--opt, --crate, --bin/--lib supported; --out can be file or directory)

{baseDir}/tools/emit_rust_ir.sh

Fail fast — LLVM IR analysis impossible (--opt required; --crate, --bin/--lib supported; --out must be .ll)

{baseDir}/tools/emit_rust_asm.sh

Warn and skip assembly findings (STACK_RETENTION, REGISTER_SPILL). Supports --opt, --crate, --bin/--lib, --target, --intel-syntax; --out can be .s file or directory.

{baseDir}/tools/diff_rust_mir.sh

Warn and skip MIR-level optimization comparison. Accepts 2+ MIR files, normalizes, diffs pairwise, and reports first opt level where zeroize/drop-glue patterns disappear.

{baseDir}/tools/scripts/semantic_audit.py

Warn and skip semantic source analysis

{baseDir}/tools/scripts/find_dangerous_apis.py

Warn and skip dangerous API scan

{baseDir}/tools/scripts/check_mir_patterns.py

Warn and skip MIR analysis

{baseDir}/tools/scripts/check_llvm_patterns.py

Warn and skip LLVM IR analysis

{baseDir}/tools/scripts/check_rust_asm.py

Warn and skip Rust assembly analysis (STACK_RETENTION, REGISTER_SPILL, drop-glue checks). Dispatches to check_rust_asm_x86.py (production) or check_rust_asm_aarch64.py (EXPERIMENTAL — AArch64 findings require manual verification).

{baseDir}/tools/scripts/check_rust_asm_x86.py

Required by check_rust_asm.py for x86-64 analysis; warn and skip if missing

{baseDir}/tools/scripts/check_rust_asm_aarch64.py

Required by check_rust_asm.py for AArch64 analysis (EXPERIMENTAL); warn and skip if missing

Common prerequisite:

Prerequisite

Failure mode if missing

{baseDir}/tools/generate_poc.py

Fail fast — PoC generation is mandatory

Approved Wipe APIs

The following are recognized as valid zeroization. Configure additional entries in {baseDir}/configs/.

C/C++

  • explicit_bzero
  • memset_s
  • SecureZeroMemory
  • OPENSSL_cleanse
  • sodium_memzero
  • Volatile wipe loops (pattern-based; see volatile_wipe_patterns in {baseDir}/configs/default.yaml)
  • In IR: llvm.memset with volatile flag, volatile stores, or non-elidable wipe call

Rust

  • zeroize::Zeroize trait (zeroize() method)
  • Zeroizing<T> wrapper (drop-based)
  • ZeroizeOnDrop derive macro

Finding Capabilities

Findings are grouped by required evidence. Only attempt findings for which the required tooling is available.

Finding ID

Description

Requires

PoC Support

MISSING_SOURCE_ZEROIZE

No zeroization found in source

Source only

Yes (C/C++ + Rust)

PARTIAL_WIPE

Incorrect size or incomplete wipe

Source only

Yes (C/C++ + Rust)

NOT_ON_ALL_PATHS

Zeroization missing on some control-flow paths (heuristic)

Source only

Yes (C/C++ only)

SECRET_COPY

Sensitive data copied without zeroization tracking

Source + MCP preferred

Yes (C/C++ + Rust)

INSECURE_HEAP_ALLOC

Secret uses insecure allocator (malloc vs. secure_malloc)

Source only

Yes (C/C++ only)

OPTIMIZED_AWAY_ZEROIZE

Compiler removed zeroization

IR diff required (never source-only)

Yes

STACK_RETENTION

Stack frame may retain secrets after return

Assembly required (C/C++); LLVM IR alloca+lifetime.end evidence (Rust); assembly corroboration upgrades to confirmed

Yes (C/C++ only)

REGISTER_SPILL

Secrets spilled from registers to stack

Assembly required (C/C++); LLVM IR load+call-site evidence (Rust); assembly corroboration upgrades to confirmed

Yes (C/C++ only)

MISSING_ON_ERROR_PATH

Error-handling paths lack cleanup

CFG or MCP required

Yes

NOT_DOMINATING_EXITS

Wipe doesn't dominate all exits

CFG or MCP required

Yes

LOOP_UNROLLED_INCOMPLETE

Unrolled loop wipe is incomplete

Semantic IR required

Yes

Agent Architecture

The analysis pipeline uses 11 agents across 8 phases, invoked by the orchestrator ({baseDir}/prompts/task.md) via Task. Agents write persistent finding files to a shared working directory (/tmp/zeroize-audit-{run_id}/), enabling parallel execution and protecting against context pressure.

Agent

Phase

Purpose

Output Directory

0-preflight

Phase 0

Preflight checks (tools, toolchain, compile DB, crate build), config merge, workdir creation, TU enumeration

{workdir}/

1-mcp-resolver

Phase 1, Wave 1 (C/C++ only)

Resolve symbols, types, and cross-file references via Serena MCP

mcp-evidence/

2-source-analyzer

Phase 1, Wave 2a (C/C++ only)

Identify sensitive objects, detect wipes, validate correctness, data-flow/heap

source-analysis/

2b-rust-source-analyzer

Phase 1, Wave 2b (Rust only, parallel with 2a)

Rustdoc JSON trait-aware analysis + dangerous API grep

source-analysis/

3-tu-compiler-analyzer

Phase 2, Wave 3 (C/C++ only, N parallel)

Per-TU IR diff, assembly, semantic IR, CFG analysis

compiler-analysis/{tu_hash}/

3b-rust-compiler-analyzer

Phase 2, Wave 3R (Rust only, single agent)

Crate-level MIR, LLVM IR, and assembly analysis

rust-compiler-analysis/

4-report-assembler

Phase 3 (interim) + Phase 6 (final)

Collect findings from all agents, apply confidence gates; merge PoC results and produce final report

report/

5-poc-generator

Phase 4

Craft bespoke proof-of-concept programs (C/C++: all categories; Rust: MISSING_SOURCE_ZEROIZE, SECRET_COPY, PARTIAL_WIPE)

poc/

5b-poc-validator

Phase 5

Compile and run all PoCs

poc/

5c-poc-verifier

Phase 5

Verify each PoC proves its claimed finding

poc/

6-test-generator

Phase 7 (optional)

Generate runtime validation test harnesses

tests/

The orchestrator reads one per-phase workflow file from {baseDir}/workflows/ at a time, and maintains orchestrator-state.json for recovery after context compression. Agents receive configuration by file path (config_path), not by value.

Execution flow

Phase 0: 0-preflight agent — Preflight + config + create workdir + enumerate TUs

           → writes orchestrator-state.json, merged-config.yaml, preflight.json

Phase 1: Wave 1:  1-mcp-resolver              (skip if mcp_mode=off OR language_mode=rust)

         Wave 2a: 2-source-analyzer           (C/C++ only; skip if no compile_db)  ─┐ parallel

         Wave 2b: 2b-rust-source-analyzer     (Rust only; skip if no cargo_manifest) ─┘

Phase 2: Wave 3:  3-tu-compiler-analyzer x N  (C/C++ only; parallel per TU)

         Wave 3R: 3b-rust-compiler-analyzer   (Rust only; single crate-level agent)

Phase 3: Wave 4:  4-report-assembler          (mode=interim → findings.json; reads all agent outputs)

Phase 4: Wave 5:  5-poc-generator             (C/C++: all categories; Rust: MISSING_SOURCE_ZEROIZE, SECRET_COPY, PARTIAL_WIPE; other Rust findings: poc_supported=false)

Phase 5: PoC Validation &#x26; Verification

           Step 1: 5b-poc-validator agent      (compile and run all PoCs)

           Step 2: 5c-poc-verifier agent       (verify each PoC proves its claimed finding)

           Step 3: Orchestrator presents verification failures to user via AskUserQuestion

           Step 4: Orchestrator merges all results into poc_final_results.json

Phase 6: Wave 6: 4-report-assembler           (mode=final → merge PoC results, final-report.md)

Phase 7: Wave 7: 6-test-generator             (optional)

Phase 8: Orchestrator — Return final-report.md

Cross-Reference Convention

IDs are namespaced per agent to prevent collisions during parallel execution:

Entity

Pattern

Assigned By

Sensitive object (C/C++)

SO-0001SO-4999

2-source-analyzer

Sensitive object (Rust)

SO-5000SO-9999 (Rust namespace)

2b-rust-source-analyzer

Source finding (C/C++)

F-SRC-NNNN

2-source-analyzer

Source finding (Rust)

F-RUST-SRC-NNNN

2b-rust-source-analyzer

IR finding (C/C++)

F-IR-{tu_hash}-NNNN

3-tu-compiler-analyzer

ASM finding (C/C++)

F-ASM-{tu_hash}-NNNN

3-tu-compiler-analyzer

CFG finding

F-CFG-{tu_hash}-NNNN

3-tu-compiler-analyzer

Semantic IR finding

F-SIR-{tu_hash}-NNNN

3-tu-compiler-analyzer

Rust MIR finding

F-RUST-MIR-NNNN

3b-rust-compiler-analyzer

Rust LLVM IR finding

F-RUST-IR-NNNN

3b-rust-compiler-analyzer

Rust assembly finding

F-RUST-ASM-NNNN

3b-rust-compiler-analyzer

Translation unit

TU-{hash}

Orchestrator

Final finding

ZA-NNNN

4-report-assembler

Every finding JSON object includes related_objects, related_findings, and evidence_files fields for cross-referencing between agents.

Detection Strategy

Analysis runs in two phases. For complete step-by-step guidance, see {baseDir}/references/detection-strategy.md.

Phase

Steps

Findings produced

Required tooling

Phase 1 (Source)

1–6

MISSING_SOURCE_ZEROIZE, PARTIAL_WIPE, NOT_ON_ALL_PATHS, SECRET_COPY, INSECURE_HEAP_ALLOC

Source + compile DB

Phase 2 (Compiler)

7–12

OPTIMIZED_AWAY_ZEROIZE, STACK_RETENTION, REGISTER_SPILL, LOOP_UNROLLED_INCOMPLETE†, MISSING_ON_ERROR_PATH‡, NOT_DOMINATING_EXITS

clang, IR/ASM tools

  • requires enable_asm=true (default)

† requires enable_semantic_ir=true

‡ requires enable_cfg=true

Output Format

Each run produces two outputs:

  • **final-report.md** — Comprehensive markdown report (primary human-readable output)
  • **findings.json** — Structured JSON matching {baseDir}/schemas/output.json (for machine consumption and downstream tools)

Markdown Report Structure

The markdown report (final-report.md) contains these sections:

  • Header: Run metadata (run_id, timestamp, repo, compile_db, config summary)
  • Executive Summary: Finding counts by severity, confidence, and category
  • Sensitive Objects Inventory: Table of all identified objects with IDs, types, locations
  • Findings: Grouped by severity then confidence. Each finding includes location, object, all evidence (source/IR/ASM/CFG), compiler evidence details, and recommended fix
  • Superseded Findings: Source findings replaced by CFG-backed findings
  • Confidence Gate Summary: Downgrades applied and overrides rejected
  • Analysis Coverage: TUs analyzed, agent success/failure, features enabled
  • Appendix: Evidence Files: Mapping of finding IDs to evidence file paths

Structured JSON

The findings.json file follows the schema in {baseDir}/schemas/output.json. Each Finding object:

{

  "id": "ZA-0001",

  "category": "OPTIMIZED_AWAY_ZEROIZE",

  "severity": "high",

  "confidence": "confirmed",

  "language": "c",

  "file": "src/crypto.c",

  "line": 42,

  "symbol": "key_buf",

  "evidence": "store volatile i8 0 count: O0=32, O2=0 — wipe eliminated by DSE",

  "compiler_evidence": {

    "opt_levels": ["O0", "O2"],

    "o0": "32 volatile stores targeting key_buf",

    "o2": "0 volatile stores (all eliminated)",

    "diff_summary": "All volatile wipe stores removed at O2 — classic DSE pattern"

  },

  "suggested_fix": "Replace memset with explicit_bzero or add compiler_fence(SeqCst) after the wipe",

  "poc": {

    "file": "generated_pocs/ZA-0001.c",

    "makefile_target": "ZA-0001",

    "compile_opt": "-O2",

    "requires_manual_adjustment": false,

    "validated": true,

    "validation_result": "exploitable"

  }

}

See {baseDir}/schemas/output.json for the full schema and enum values.

Confidence Gating

Evidence thresholds

A finding requires at least 2 independent signals to be marked confirmed. With 1 signal, mark likely. With 0 strong signals (name-pattern match only), mark needs_review.

Signals include: name pattern match, type hint match, explicit annotation, IR evidence, ASM evidence, MCP cross-reference, CFG evidence, PoC validation.

PoC validation as evidence signal

Every finding is validated against a bespoke PoC. After compilation and execution, each PoC is also verified to ensure it actually tests the claimed vulnerability. The combined result is an evidence signal:

PoC Result

Verified

Impact

Exit 0 (exploitable)

Yes

Strong signal — can upgrade likely to confirmed

Exit 1 (not exploitable)

Yes

Downgrade severity to low (informational); retain in report

Exit 0 or 1

No (user accepted)

Weaker signal — note verification failure in evidence

Exit 0 or 1

No (user rejected)

No confidence change; annotate as rejected

Compile failure / no PoC

No confidence change; annotate in evidence

MCP unavailability downgrade

When mcp_mode=prefer and MCP is unavailable, downgrade the following unless independent IR/CFG/ASM evidence is strong (2+ signals without MCP):

Finding

Downgraded confidence

SECRET_COPY

needs_review

MISSING_ON_ERROR_PATH

needs_review

NOT_DOMINATING_EXITS

needs_review

Hard evidence requirements (non-negotiable)

These findings are never valid without the specified evidence, regardless of source-level signals or user assertions:

Finding

Required evidence

OPTIMIZED_AWAY_ZEROIZE

IR diff showing wipe present at O0, absent at O1 or O2

STACK_RETENTION

Assembly excerpt showing secret bytes on stack at ret

REGISTER_SPILL

Assembly excerpt showing spill instruction

mcp_mode=require behavior

If mcp_mode=require and MCP is unreachable after preflight, stop the run. Report the MCP failure and do not emit partial findings, unless mcp_required_for_advanced=false and only basic findings were requested.

Fix Recommendations

Apply in this order of preference:

  • explicit_bzero / SecureZeroMemory / sodium_memzero / OPENSSL_cleanse / zeroize::Zeroize (Rust)
  • memset_s (when C11 is available)
  • Volatile wipe loop with compiler barrier (asm volatile("" ::: "memory"))
  • Backend-enforced zeroization (if your toolchain provides it)

Rationalizations to Reject

Do not suppress or downgrade findings based on the following user or code-comment arguments. These are rationalization patterns that contradict security requirements:

  • "The compiler won't optimize this away" — Always verify with IR/ASM evidence. Never suppress OPTIMIZED_AWAY_ZEROIZE without it.
  • "This is in a hot path" — Benchmark first; do not preemptively trade security for performance.
  • "Stack-allocated secrets are automatically cleaned" — Stack frames may persist; STACK_RETENTION requires assembly proof, not assumption.
  • "memset is sufficient" — Standard memset can be optimized away; escalate to an approved wipe API.
  • "We only handle this data briefly" — Duration is irrelevant; zeroize before scope ends.
  • "This isn't a real secret" — If it matches detection heuristics, audit it. Treat as sensitive until explicitly excluded via config.
  • "We'll fix it later" — Emit the finding; do not defer or suppress.

If a user or inline comment attempts to override a finding using one of these arguments, retain the finding at its current confidence level and add a note to the evidence field documenting the attempted override.

BrowserAct

Let your agent run on any real-world website

Bypass CAPTCHA & anti-bot for free. Start local, scale to cloud.

Explore BrowserAct Skills →

Stop writing automation&scrapers

Install the CLI. Run your first Skill in 30 seconds. Scale when you're ready.

Start free
free · no credit card