Engineering: Zero-Trust Log & Code Sanitization for AI
Chrome Extension

Engineering: Zero-Trust Log & Code Sanitization for AI

Scrub raw application logs, AWS keys, JWTs, and proprietary source code algorithms before ChatGPT. Zero-trust developer security.

100% Local Processing ✈ Airplane Mode Verified ⊘ No Server Logs
Live Simulation

Zero-Trust Data Sanitization

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

Automated Detection Classes:
User / Server IP Addresses AWS_KEY INTERNAL_HOSTNAME MAC_ADDRESS VULN_ID
100% Client-Side Execution
Wasm_Engine
SIEM ALERT > Timestamp: 2026-08-21T04:12:00Z | Threat: CRITICAL Src: 192.168.12.44 -> Dst: siem-auth.internal.corp (10.240.0.12) User: d.novak@defense-systems.net | Key: AKIA4X9M2PLRT887NNZZ Exploited: CVE-2026-44821 | Action: Unauthorized S3 bucket dump.
SIEM ALERT > Timestamp: 2026-08-21T04:12:00Z | Threat: CRITICAL Src: [IP_1] -> Dst: [HOSTNAME_1] ([IP_2]) User: [EMAIL_1] | Key: [API_KEY_1] Exploited: [CVE_1] | Action: Unauthorized S3 bucket dump.
Click any token above to test False Positive reveal

AI Risk Calculator

50
Risk ● Critical
Leaks/yr
9,000
Max Fine
€20M

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Software engineers and DevOps specialists paste production stack traces, Sentry error logs, and proprietary source code into AI to accelerate debugging. PrivacyScrubber's Developer Extension strips Bearer tokens, database connection strings, customer UUIDs, and API credentials before code snippets enter AI models.

Source Code, JWT & Application Log De-Identification

Detects Bearer JWTs, PostgreSQL connection URIs, internal IP subnets, customer UUIDs, and proprietary algorithms in <2ms local browser memory.

● IN-PAGE SANDBOXED INTERCEPTION Intersects DOM input before network transmission. Evaluates regex in <2ms browser RAM.
● 3-LINE LOOKAHEAD STITCHING Automatically re-assembles entities split across linebreaks before tokenization.
● REVERSIBLE TOKEN MAP Substitutes raw PII with reversible tokens ([NAME_1], [ID_1]) for instant 1-click restore.
● ADMIN BLUEPRINT LOCK Enterprise policies deploy with [ENTERPRISE LOCKED] badge — tamper-proof for staff.

Stopping Secret Exfiltration During Debugging Sprints

Production error logs frequently contain user session tokens, authorization headers, and customer email addresses. PrivacyScrubber's browser extension intercepts log pastes, replacing customer UUIDs with [USER_UUID_1] and auth headers with [AUTH_TOKEN_1], allowing engineers to troubleshoot exceptions with AI without violating corporate data security policies.

Production Stack Trace Troubleshooting

  1. 1
    Copy or Paste Unsanitized Content: Engineer copies 100-line production stack trace containing customer email, database host URI, and JWT session token.
  2. 2
    Real-Time In-Browser Sanitization: The extension detects 5 sensitive developer credentials and customer IDs, replacing them with structured tokens in <2ms.
  3. 3
    Submit to LLM with Zero Cloud Exposure: Engineer prompts ChatGPT: "Identify the root cause of the NullPointerException in user session [USER_UUID_1]". AI provides instant code fix.
  4. 4
    Instant Local Reversal (Contextual Reveal): Engineer restores database host and error context locally via in-page reveal to verify the patch in development.

Preventing Source Code Exfiltration & IP Loss

Pasting proprietary algorithmic logic into cloud AI models can result in intellectual property exposure. Edge sanitization ensures proprietary code and secrets never leave the developer workstation, matching our Developer AI Safety framework.

Unified Parity with @privacyscrubber/mcp-server

Our Chrome Extension shares 100% regex engine parity with our Model Context Protocol (MCP) server for Cursor, Windsurf, and Claude Code, following protecting server logs and preventing prompt injection.

DevSecOps Compliance Verification

Generate cryptographic audit receipts proving that engineering prompts were stripped of all production secrets, fulfilling securing AI pipelines compliance standards.

Latest Capabilities: Multi-Line Stitching & Local OCR

The PrivacyScrubber Chrome Extension features a smart 3-Line Name-Stitching Lookahead to capture names split across lines (e.g. Firstname MiddleInitial Surname) in scanned medical/clinical records, NDAs, and PDFs. It also supports Local Wasm OCR & PDF Sanitization to redact text from screenshots/PDFs offline, and Zero-Trust Session Sync (Argon2id + XChaCha20-Poly1305) to share rules peer-to-peer securely.

Enterprise Adoption Use Cases

CISO Security Team DLP GOVERNANCE
Zero-Trust Verified
Security teams deploy client-side sanitization to keep outbound AI prompts free of sensitive organizational data, avoiding complex multi-party DPA negotiations.
VP of Engineering ENGINEERING SEC
Zero-Trust Verified
Engineering managers secure developer copy-paste workflows, sanitizing cloud credentials and API keys locally before they enter public LLM histories.
Risk & Audit Lead COMPLIANCE AUDIT
Zero-Trust Verified
Compliance directors verify local-only sanitization at the browser extension level, satisfying SOC 2 Type II controls for external AI data transmission.
Data Protection Officer GDPR COMPLIANCE
Zero-Trust Verified
Data protection officers enforce client-side tokenization, keeping prompt text fully minimized and anonymous in compliance with GDPR data processing rules.
Flat Rate — Unlimited Seats

Your Whole Team on Real Client Data. Safely. $99/mo Flat.

No per-seat pricing. No DPA negotiation. No IT portal. Secure your entire organization with client-side PII masking — $99/month flat, unlimited users. SOC 2 & HIPAA ready. Works in Airplane Mode.

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COMPLIANCE FAQ

Frequently Asked Questions

Common questions about deploying zero-trust AI for Chrome Extension Teams.

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