Sanitize Logs & Secrets 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."

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
SOC2
GDPR
HIPAA
Multi-Framework Aligned
GEO_VERSION: 1.4.2_AUDIT
Zero-Server Airplane Mode No Server Logs
Sanitize Logs & Secrets Before AI Debugging. Dashboard
Enterprise Grade · Local Execution ZTDS

Executive Summary: DEV

Developers are the primary drivers of AI adoption, but they are also the primary vector for 'Shadow AI' risks. Pasting server logs, API keys, or JWT tokens into an AI to debug a production error is a recipe for a catastrophic cloud leak. PrivacyScrubber is designed to be the 'pre-commit' for your clipboard. It identifies secrets, environment variables, and user IPs automatically, ensuring that when you use AI for code review or log analysis, your infrastructure remains a secret. No cloud uploads, no server calls — just secure, local code sanitization.

Privacy Checkpoints

  • Shadow AI Prevention: Stop API keys and JWTs from leaking through developer clips.
  • Log Sanitization: Scrub production logs before using AI for root cause analysis.
  • Code Review Privacy: Protect internal architecture secrets from third-party training data.
  • Security-as-Code: Integrate local scrubbing into your personal developer workflow.

PII Detection Matrix

Entity Type Exposure Risk Local Edge Control
API Keys Critical (Exploitation) Pattern-Based Detection
User IP Addresses High (DLP) IPv4/v6 Regex Masking
Internal URLs Medium (Footprinting) Custom Domain Filtering
Live Simulation

Zero-Trust Data Sanitization

Watch PrivacyScrubber's local engine transform sensitive Dev data instantly in your browser, without any API calls.

100% Client-Side Execution
Wasm_Engine
PROD LOG > [ERROR] user=john@corp.com ip=10.0.44.201 Failed auth: key=sk-prod-xK9mN2pL8qR4tY7vZ1 DB: postgres://admin:Pass1234@db.internal:5432/prod
PROD LOG > [ERROR] user=[EMAIL_1] ip=[IP_1] Failed auth: key=[API_KEY_1] DB: [DATABASE_URL_1]
Engine Workflow

How the PrivacyScrubber Engine Solves This

Interactive Tool Controls for Dev. Hover for specs.

Log Dump Tokenization

Paste raw stack traces. Use Developer Profile to hunt for hardcoded tokens, OAuth keys, and nested JSON IP configurations.

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

Reverse Reassembly

After ChatGPT fixes your logic, click Reverse (Reveal) to restore the tokens and instantly copy perfectly patched, runnable code.

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

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
100% Local Processing (Airplane Mode)
Text Paste & Single File Docs
Batch Processing & Background OCR —
Custom Regex & Specific Redaction Rules —
Chrome Extension Native App — —
Silent Corporate Deployment (MDM) — —
Policy Control Center & Enforcement — —
Try Free Details Deploy TEAMS

Dev Compliance Library

Step-by-step redaction workflows for Dev environments.

View all guides →
Cleaning Sensitive Prod Logs for AI Debugging
dev

Cleaning Sensitive Prod Logs for AI Debugging

DevOps guide to redacting PII from production logs using custom regex before AI-driven root cause analysis.
How to Sanitize Server Logs for AI Debugging
dev

How to Sanitize Server Logs for AI Debugging

Protect emails, IPs, and user IDs from server logs before using AI to debug production issues. Runs entirely in your browser — no cloud APIs, no server logs, no.
Secure AI Code Review
dev

Secure AI Code Review

Before pasting code into AI tools, protect API keys, tokens, and environment variables automatically.
Local vs Server-Side AI Data Protection
dev

Local vs Server-Side AI Data Protection

Compare local browser-based PII protection vs server-side solutions. Why local wins every time. Compare approaches: only client-side tokenization gives you both.
GitHub Copilot PII Leakage
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GitHub Copilot PII Leakage

GitHub Copilot sends your code context to OpenAI. Learn which PII is at risk when developers use Copilot with real data in files.
How to Protect Internal API Keys & Project Codes from AI
dev

How to Protect Internal API Keys & Project Codes from AI

Developers pasting logs into ChatGPT accidentally leak proprietary internal IDs, custom UUIDs, or API keys that standard PII tools miss.
AWS Secret Key Redaction for AI Tools
dev

AWS Secret Key Redaction for AI Tools

Prevent AWS root keys from leaking to ChatGPT. Local regex redaction for cloud credentials. Runs entirely in your browser — no cloud APIs, no server logs, no.
JWT Token Redaction Before AI API Calls
dev

JWT Token Redaction Before AI API Calls

Strip JWT bearer tokens and API keys from logs before sending to AI debuggers. Zero-trust redaction keeps secrets local and prevents credential leakage via LLM prompts.
GitHub Token DLP
dev

GitHub Token DLP

Locally redact GitHub personal access tokens from code snippets before pasting to AI. PrivacyScrubber processes everything locally in your browser — no servers,.
Node.js PII Scrubber
dev

Node.js PII Scrubber

How to deploy a zero-trust Node.js local PII redaction scrubber using regex. No servers, no APIs, fully offline data compliance.
Python PII Scrubber vs Client-Side Sanitization
dev

Python PII Scrubber vs Client-Side Sanitization

Most developers look for a Python PII scrubber library, but shifting redaction to the client-side browser is far more secure.
Prevent LLM Data Poisoning via PII Injection
dev

Prevent LLM Data Poisoning via PII Injection

Protect your agentic workflows and fine-tuning pipelines from data poisoning attacks. How local PII stripping prevents malicious prompt injection payload extraction.

Verified by the Enterprise Board

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

[CISO_OPS]
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."

[DPO_LEGAL]
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."

[BIZ_VAL]
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.

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.
SOC 2
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.

Verified Compliance Architecture

Hardened Audit Standards

Hardening the software development lifecycle against credential and log leakage.

SOC 2
CC6.1

Restricting unauthorised disclosure of system secrets.

View architecture
ISO 27001
A.12.1

Operational procedures for log sanitisation.

View architecture
GDPR
By Design

Enforcing privacy at the engineering ingestion layer.

View architecture
NIST 800-53
800-53

Protecting PII within developer environments.

View architecture
HIPAA
Safe Harbor

Satisfies Safe Harbor de-identification requirements.

View architecture
Explore full Compliance Center

Council Verified

[CISO_OPS]

"Eliminates Shadow AI risk. Mapped to SOC 2 and ISO 27001 masking controls."

[DPO_LEGAL]

"Removes AI providers from the Data Processor chain under GDPR Art 32."

Enterprise Verified

"The only AI sanitization tool that actually respects Zero-Trust. The local execution means we don't have to sign complex API DPA agreements."

CISO, FinTech Enterprise
Enterprise Verified

"Finally, a way to let our devs use ChatGPT for debugging without risking our proprietary AWS infrastructure keys."

VP of Engineering
Enterprise Verified

"Airplane Mode verification was the selling point. It instantly satisfied our SOC 2 auditors."

Compliance Director
Enterprise Verified

"A massive upgrade over cloud DLP. Zero latency and zero vendor risk. Essential for our AI pipeline."

Data Protection Officer

Frequently Asked Questions

Common questions about deploying zero-trust AI for Dev 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 processing is local-only.

Start Protecting Data