Mask API Keys, Database Hashes, and Server Logs Before AI Debugging

AI Summary / Key Takeaways

Verified Zero-Trust Logic

"Developer-first data sanitization for high-velocity engineering. Automatically redact API keys, stack traces, and database connection strings locally before using AI for code review or log analysis. PrivacyScrubber acts as the pre-commit buffer for your clipboard secrets."

Zero-Server Airplane Mode No Server Logs
Mask API Keys, Database Hashes, and Server Logs Before AI Debugging Dashboard
Enterprise Grade · Local Execution ZTDS
Live Turnkey Simulator · ZTDS Engine

Interactive PII Detection & Sanitization Sandbox

Test real-time client-side RAM tokenization. Choose a specialized preset or paste your own raw prompt to test instant reversible redaction.

0 Bytes Server Egress
<1.8ms Latency
Select Industry Test Payload:
Raw Input Payload
0 chars
RAM-Only Isolated Session
Sanitized Output
Click any token above to toggle single-token reveal ✓ Restored
Automated Detection Classes:
API Access Keys / Tokens JWT Authorization Tokens AWS Access / Secret Keys Database Connection URIs User / Server IP Addresses
Local credential masking: Stop API key leaks at the source.
Deterministic tokenization for accurate AI code debugging.
Zero-latency processing for high-speed dev workflows.
WASM-based document parsing directly in browser RAM.

Enterprise-Grade AI Privacy

Add custom redaction rules and priority support with PRO.

GO PRO
Zero-Trust GRC Checklist
GDPR: 100% local processing. Zero EEA egress.
HIPAA: Removes 18 PHI parameters.
SOC 2: Zero third-party cloud routing.
Billing: Flat-rate Teams ($99/mo).

Verified by the Enterprise Board

Our 10-persona AI team ensures Dev compliance at every layer.

Chief Information Security Officer
Security Lead

"PrivacyScrubber eliminates Shadow AI risk by intercepting PII at the edge. We've mapped this hub to SOC 2 Type II and ISO 27001 masking controls."

Data Protection Officer & Legal Counsel
Legal Counsel

"Under GDPR Article 32 and HIPAA Safe Harbor, local anonymization removes the AI provider from the 'Data Processor' chain, negating complex DPA liabilities."

Financial Audit & Compliance Lead
Financial Audit

"A single GLBA or PCI-DSS violation costs 100x more than a site-wide license. We provide verifiable ROI through data loss prevention at the prompt level."

The Dev AI Privacy Gap

Credential Spillage

Developers frequently paste crash logs containing runtime keys into AI for debugging.

Infrastructure Leak

Engineering teams leaking internal IP ranges and architecture via AI coding assistants.

Proprietary Logic

Unchecked ingestion of enterprise codebase logic into public model training sets.

Raw Input: apiKey: 'sk-123456', db_url: 'postgres://user:pass@host'...

Sanitized: apiKey: '[SECRET_1]', db_url: '[URL_1]'...

ZERO-TRUST BRIDGE ACTIVE

Secure Dev AI Workflow

Enable high-performance AI without client data leaving your machine

01

Import Files

Upload documents locally into the PrivacyScrubber sandbox.

02

Local Masking

Identify and tokenize sensitive strings entirely within browser memory.

03

Analyze with AI

Submit sanitized prompts to ChatGPT or Claude for processing.

04

Reverse Scrub

Restore original values into the AI response locally for the final draft.

Protocol: The 5-Step Airplane Mode Audit

Don't trust us. Trust the laws of physics. Follow this audit procedure to verify zero-server PII sanitization for Dev workflows.

1

Load the tool: Open PrivacyScrubber.com in your browser.

2

Go Offline: Disconnect your WiFi or enable Airplane Mode. The site remains fully functional.

3

Process Data: Paste a sensitive dev document and run the scrubber.

4

Inspect Network: Open Developer Tools (F12) and check the 'Network' tab. Verify 0 requests were made.

5

Verify Local RAM: All dev identifiers stay in your transient browser memory—never stored, never logged.

Relevance-Mapped Industry Profile

DevOps, API & Server Logs Profile: Detection Coverage

Pre-commit clipboard shield for developers and SREs. Automatically redacts API keys, JWT bearer tokens, database connection URLs, and internal IP addresses.

24+ Industry Profiles Active in Web, Extension & MCP

Top 6 Engineering Sensitive Entity Types Detected & Scrubbed

[API_KEY] Critical (Cloud Exploitation)

Third-Party API Keys

Transform: sk-prod-xK9mN2... → [KEY_1]
[JWT_TOKEN] Critical (Session Hijacking)

Bearer Auth Tokens

Transform: eyJhbGciOiJSUzI1... → [TOKEN_1]
[DATABASE_URL] Critical (Credential Leak)

DB Connection Strings

Transform: postgres://admin:***... → [DB_URL_1]
[IP_ADDRESS] High (Network Footprinting)

Internal IPv4 & IPv6 Addresses

Transform: 10.0.44.201 → [IP_1]
[AWS_SECRET] Critical (Infrastructure Hijack)

Cloud Secret Access Keys

Transform: AKIA4X9M2PLRT... → [AWS_KEY_1]
[HOSTNAME] High (Reconnaissance)

Private Server Hostnames

Transform: db-prod.internal.corp → [HOST_1]

Continuous Detection Engine Expansion & Custom Regex Sovereignty

The 6 entity types above represent the core detection baseline for Engineering. Our zero-trust engine detects hundreds of additional data classes and is continuously updated with new heuristic patterns, shadow AI leak vectors, and custom regulatory rulesets. Need proprietary database IDs or internal project codenames masked? PRO and TEAMS users can define unlimited custom regular expressions running 100% locally in browser RAM.

Engine Workflow

How the PrivacyScrubber Engine Solves This

Interactive Tool Controls for Engineering. Hover for specs.

In-DOM Keystroke Secret Shield

The Browser Extension intercepts AWS credentials, JWT tokens, and database connection strings in real-time before ChatGPT sends.

Technical Audit Data
  • Engine WASM-Accelerated
  • Privacy 100% Local RAM
  • Security Zero-Server Leak

Local MCP Server for IDEs

Integrate @privacyscrubber/mcp-server directly into Cursor, Cline, and Claude Desktop for 0ms offline prompt masking.

Technical Audit Data
  • Engine WASM-Accelerated
  • Privacy 100% Local RAM
  • Security Zero-Server Leak

Pre-Commit Log Sanitizer

Sanitize production stack traces and server crash logs locally before pasting into AI debugging assistants.

Technical Audit Data
  • Engine WASM-Accelerated
  • Privacy 100% Local RAM
  • Security Zero-Server Leak

Engineering Compliance Library

Step-by-step redaction workflows for Engineering environments.

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Compare Edition Features

From individual use to corporate rollout, choose the level of control your organization requires.

Core Capabilities
Free
Web Only
PRO
$15/mo or $110 Lifetime
TEAMS
$99/mo
ENTERPRISE
Custom Tier
100% Local Processing (Airplane Mode)
Text Paste & Single File Docs Max 5k chars UNLIMITED UNLIMITED UNLIMITED
Batch Processing & Background OCR
Custom Regex & Specific Redaction Rules
Chrome Extension Native App
Silent Corporate Deployment (MDM)
Policy Control Center & Enforcement
On-Premise Source Code License
100% Air-Gapped Operation
Dedicated GRC Support
Try Free Details Deploy TEAMS Enterprise Hub

Dev Technical Compliance Library

Deep architectural mapping of Zero-Trust Data Sanitization (ZTDS) controls to industry-specific regulatory standards.

OWASP
Control A07 Security Misconfiguration
Audit API keys and secrets redacted before code is pasted into AI assistants.
Control CC6.1 Logical Access
Audit Database connection strings and credentials masked in browser RAM.
PCI-DSS
Control Req. 6.5 Secure Development
Audit No cardholder data in development logs transmitted to AI debugging tools.

Zero-Trust Verification Signature

The above technical controls are enforced deterministically by the PrivacyScrubber Local Engine. All redaction cycles generate zero server-side telemetry, satisfying global data residency requirements for Dev institutions.

Compliance FAQ

Frequently Asked Questions

Common questions about deploying zero-trust AI for Engineering Teams.

Can it sanitize application logs and crash dumps?
Yes. Paste raw stack traces, JSON payloads, or application logs into the Web App. PrivacyScrubber will detect API keys, connection strings, and IPs to ensure no credentials are leaked during AI-assisted debugging.
Does this store any data on your servers?
No. PrivacyScrubber is a 100% client-side application. Your data never leaves your browser memory and is never transmitted over the internet.
How does the 'Airplane Mode' verification work?
You can load the application, physically disconnect from the internet or enable Airplane Mode on your device, and the entire AI sanitization process will continue to work perfectly. This acts as physical proof of our zero-trust architecture.
Can I use this with custom internal identifiers?
Yes, the PRO and TEAMS editions include the Custom Regex Engine, allowing you to define organization-specific patterns like proprietary project codes or internal ID formats for automatic redaction.

Zero-Trust Sanitization Verified

100% GDPR, HIPAA & CCPA compliant. All PII processing occurs locally in browser RAM.