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<!-- Licensed under AGPL-3.0 — see LICENSE file for details. -->
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---
name: implementing-secure-database-access
description: >-
  Implement secure database access patterns including parameterized queries, least-privilege connections, and connection pooling.
domain: cybersecurity
subdomain: secure-coding
tags:
  - database-security
  - parameterized-queries
  - connection-pooling
  - least-privilege
  - orm-security
version: "1.0"
author: defconxt
license: AGPL-3.0
metadata:
  mitre-attack: ["T1505"]
  cwe: ["CWE-89"]
  tools: ["sqlalchemy", "prisma", "pg-pool"]
---

# Implementing Secure Database Access

## Overview

Implement secure database access patterns including parameterized queries, least-privilege connections, and connection pooling.

## Prerequisites

| Tool / Requirement | Details |
|---|---|
| `sqlalchemy` | Security tooling |
| `prisma` | Security tooling |
| `pg-pool` | Security tooling |
| Isolated lab environment for testing | Environment requirement |
| Authorization and signed Rules of Engagement (RoE) | Environment requirement |
| Relevant target samples or systems acquired through authorized channels | Environment requirement |

## Quick Reference

```bash
# Initialize working environment
mkdir -p /tmp/implementing-secure-database-access/{output,logs,artifacts}

# Execute primary analysis with sqlalchemy
echo "[*] Running Implementing Secure Database Access with sqlalchemy..."

# Validate results with prisma
echo "[*] Cross-validating with prisma..."

# Generate summary report
cat /tmp/implementing-secure-database-access/output/report.json
```

## Workflow

### Step 1: Preparation and Reconnaissance

```bash
# Identify target and gather initial intelligence
file ./target_sample
sqlalchemy --version 2>/dev/null || echo "Install sqlalchemy"

# Set up working directory
mkdir -p /tmp/implementing-secure-database-access/{output,logs,artifacts}
```

### Step 2: Primary Analysis

```bash
# Execute primary analysis with sqlalchemy
# Refer to Quick Reference above for detailed commands
echo "[*] Running Implementing Secure Database Access with sqlalchemy..."

# Log all operations
script -q /tmp/implementing-secure-database-access/logs/session.log
```

### Step 3: Deep Investigation

```bash
# Apply prisma for secondary analysis
echo "[*] Deep investigation with prisma..."

# Cross-reference findings
diff /tmp/implementing-secure-database-access/output/primary.json /tmp/implementing-secure-database-access/output/secondary.json
```

### Step 4: Documentation and Reporting

```bash
# Generate structured findings report
cat <<'EOF' > /tmp/implementing-secure-database-access/output/report.json
{
  "technique": "implementing-secure-database-access",
  "domain": "secure-coding",
  "tools_used": ["sqlalchemy", "prisma"],
  "findings": [],
  "recommendations": []
}
EOF
```

## Detection

```yaml
title: Secure Database Access Detection
id: 85d2df4d-a3ff-44e3-804f-159b10586134
status: experimental
description: Detects suspicious activity related to implementing secure database access techniques in secure coding context
logsource:
  category: application
  product: webserver
detection:
  selection:
    EventType: error
  condition: selection
level: medium
tags:
  - attack.t1505
  - attack.initial_access
falsepositives:
  - Static analysis tools scanning source code repositories
```


**Detection Opportunities**

| Indicator | Source | Detection Logic |
|---|---|---|
| Secure Database Access Detection | webserver/application | Sigma rule (medium) |
| ATT&CK Coverage | MITRE ATT&CK | T1505 |

## Verification

- [ ] Environment and tools verified and operational
- [ ] Target samples acquired through authorized channels
- [ ] Primary analysis completed with findings documented
- [ ] Secondary validation performed with independent tooling
- [ ] All artifacts preserved in structured output directory
- [ ] Detection opportunities documented for blue team

## References

- [MITRE ATT&CK T1505](https://attack.mitre.org/techniques/T1505) — Related technique
- [sqlalchemy Documentation](https://sqlalchemy.org/) — Primary tooling
- [prisma Reference](https://prisma.org/) — Secondary tooling
