6.1 KiB
6.1 KiB
id, title, category, status, source_trust_level, verification_status, created_at, updated_at, tags, tech_stack, applied_in, aliases
| id | title | category | status | source_trust_level | verification_status | created_at | updated_at | tags | tech_stack | applied_in | aliases | |||||||||||||||||
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| devsec-dast-sast | SAST / DAST / IAST — 코드 / 실행 / 통합 검사 | Coding | draft | B | conceptual | 2026-05-09 | 2026-05-09 |
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SAST / DAST / IAST
SAST = static (코드 분석), DAST = dynamic (실행 중 검사), IAST = 통합 (실행 + agent). SAST 매 PR + DAST 정기 + IAST production. Semgrep / CodeQL / Snyk Code / OWASP ZAP / Burp.
📖 핵심 개념
- SAST: Source code 분석 — false positive 자주.
- DAST: 실행 → 외부 attack — false negative 자주.
- IAST: SAST + DAST + agent — 정확.
- SCA: Software Composition Analysis (의존성).
💻 코드 패턴
Semgrep (SAST, OSS, modern)
# 표준 ruleset
semgrep --config=auto src/
# 특정 ruleset
semgrep --config=p/owasp-top-ten src/
semgrep --config=p/javascript src/
semgrep --config=p/typescript src/
semgrep --config=p/react src/
# 자체 rule
rules:
- id: no-eval
pattern: eval(...)
message: "eval() is dangerous"
severity: ERROR
languages: [javascript, typescript]
- id: hardcoded-secret
patterns:
- pattern-regex: '(api_key|password|token)\s*=\s*["''][\w-]{20,}'
message: "Hardcoded secret"
severity: ERROR
CodeQL (GitHub)
# .github/workflows/codeql.yml
- uses: github/codeql-action/init@v3
with: { languages: javascript, typescript }
- uses: github/codeql-action/analyze@v3
→ GitHub Advanced Security. 깊은 분석.
Snyk Code (commercial)
snyk code test
→ AI 기반 false positive 적음.
Common SAST 발견
// SQL injection
const q = `SELECT * FROM users WHERE name = '${name}'`; // ❌
// Path traversal
const file = readFile(`/data/${userInput}`); // ❌
// XSS
res.send(`<h1>${userInput}</h1>`); // ❌
// SSRF
fetch(req.body.url); // ❌
// Hardcoded secret
const API_KEY = 'sk-abc123...'; // ❌
// Insecure crypto
crypto.createHash('md5').update(password).digest('hex'); // ❌
DAST — OWASP ZAP
# Quick scan
docker run -t owasp/zap2docker-stable zap-baseline.py -t https://example.com
# Full scan
docker run -v $(pwd):/zap/wrk owasp/zap2docker-stable \
zap-full-scan.py -t https://example.com -r report.html
# CI — staging 배포 후
- name: ZAP scan
uses: zaproxy/action-baseline@v0.10.0
with:
target: 'https://staging.example.com'
fail_action: false # 자동 fail X — 검토
Burp Suite (manual / advanced)
- Web app proxy
- 사용자 행동 capture
- Replay + 변형
- Active scan
→ Pen test 표준.
Authenticated DAST
# ZAP 가 로그인 후 검사
- name: ZAP authenticated
run: |
zap-cli context import context.xml
zap-cli active-scan https://staging.example.com
IAST (modern)
Contrast Security / Datadog ASM
- Agent 가 runtime 추적
- 실제 사용 path 만 검사
- false positive ~0
// Datadog
import 'dd-trace/init';
// agent 가 자동 — SAST + DAST 결합
Pre-commit hook (빠른 feedback)
# .pre-commit-config.yaml
repos:
- repo: https://github.com/returntocorp/semgrep
rev: v1.45.0
hooks:
- id: semgrep
args: [--config=p/secrets, --error]
- repo: https://github.com/Yelp/detect-secrets
rev: v1.4.0
hooks:
- id: detect-secrets
args: [--baseline, .secrets.baseline]
Secret scanning
# Gitleaks
gitleaks detect --source . --verbose
# TruffleHog
trufflehog filesystem .
# detect-secrets
detect-secrets scan --baseline .secrets.baseline
→ git history 안 secret 검출.
# GitHub
- name: Gitleaks
uses: gitleaks/gitleaks-action@v2
License scanning
license-checker --excludePackages 'MIT;Apache-2.0;ISC;BSD-3-Clause' --failOn 'GPL-3.0;AGPL-3.0'
IaC scanning
# Trivy IaC
trivy config .
# Checkov
checkov -d terraform/
# Tfsec
tfsec .
# 발견 예
resource "aws_s3_bucket" "data" {
bucket = "data"
# ❌ encryption 없음
# ❌ versioning 없음
# ❌ public access block 없음
}
CI 통합 — fail 정책
- name: SAST
run: semgrep --config=auto --error --severity ERROR src/
- name: SCA
run: npm audit --audit-level=high
- name: Secrets
run: gitleaks detect --no-git --source .
- name: IaC
run: trivy config terraform/ --severity HIGH,CRITICAL --exit-code 1
False positive 관리
# .semgrepignore
src/legacy/**
# nosem comment
const x = eval(safeExpression); // nosemgrep: no-eval
→ Triaged false positive 만 ignore.
SARIF (표준 format)
- name: Semgrep
run: semgrep --config=auto --sarif --output=results.sarif
- uses: github/codeql-action/upload-sarif@v3
with: { sarif_file: results.sarif }
→ GitHub Security 탭.
Threat modeling (위쪽)
- STRIDE / DREAD framework.
- 새 feature 마다 threat list.
- SAST / DAST 보다 먼저 — 디자인 단계.
🤔 의사결정 기준
| 단계 | 도구 |
|---|---|
| Pre-commit | Gitleaks / Semgrep |
| PR CI | SAST (Semgrep / CodeQL) + SCA (npm audit) + IaC (Trivy) |
| Staging | DAST (ZAP) |
| Production | IAST (Datadog) |
| Audit / pen test | Burp Suite |
| Compliance | SARIF + GitHub Security |
❌ 안티패턴
- SAST 만 + DAST 없음: business logic flaw 못 잡음.
- DAST 만 + SAST 없음: 코드 path 안 닿는 곳 missed.
- 모든 finding fail CI: 노이즈. severity 기반.
- False positive 그냥 ignore (rule 끄기): 실제 issue 도 놓침. inline.
- Secret 발견 후 force push: history 안 남음. rotate + history rewrite.
- Production agent 끄기: 성능 우선 — risk.
- IaC scan 누락: cloud misconfig 자주.
🤖 LLM 활용 힌트
- Semgrep + Gitleaks + Trivy IaC = OSS 좋은 baseline.
- DAST = staging schedule.
- IAST 가 modern best.
- SARIF 로 통일.