Sanitize Student Records & Clinical Research Before AI Upload

AI Summary / Key Takeaways

Verified Zero-Trust Logic

"PrivacyScrubber provides the essential de-identification layer for academic institutions and research clinical trials. By sanitizing student records (FERPA) and participant PHI (HIPAA) locally in browser RAM, researchers can leverage ChatGPT for data synthesis without risking data spillage or violating IRB ethics mandates."

Zero-Server Airplane Mode No Server Logs
Live Simulation

Zero-Trust Data Sanitization

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

Automated Detection Classes:
PARTICIPANT_ID STUDENT_NAME Dates of Birth (DOB) SURVEY_RESPONSE IRB_NUMBER
100% Client-Side Execution
Wasm_Engine
RESEARCH DATA > Subject: P-2026-0044 | Name: Tyler Reeves DOB: 1998-11-03 | Institution: MIT Response: "I experienced significant anxiety in March 2025."
RESEARCH DATA > Subject: [ID_1] | Name: [NAME_1] DOB: [DATE_1] | Institution: [ORG_1] Response: "I experienced significant anxiety in [DATE_2]."
Sanitize Student Records & Clinical Research Before AI Upload Dashboard
Enterprise Grade · Local Execution ZTDS
FERPA-compliant anonymization of educational records.
Local-only PHI redaction for clinical research data.
Airplane Mode proof: No data ever leaves the campus network.
Maintain attorney-client privilege in legal-academic workflows.

Enterprise-Grade AI Privacy

Add custom redaction rules and priority support with PRO.

GO PRO
Zero-Trust GRC Checklist
GDPR: 100% local. No 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 Academic 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 Academic AI Privacy Gap

Data Persistence

Raw sensitive inputs are often stored by AI vendors for model training.

Compliance Liability

Uploading unredacted PII violates industry-specific global privacy mandates.

Shadow AI Risk

Employees using unvetted AI tools create invisible data leakage vectors.

Raw Input: Student: Emily Watson, Student ID: FERPA-99412, Email: e.watson@university.edu

Sanitized: Student: [NAME_1], Student ID: [ID_1], Email: [EMAIL_1]

ZERO-TRUST BRIDGE ACTIVE

Secure Academic 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 Academic 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 academic 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 academic identifiers stay in your transient browser memory—never stored, never logged.

Relevance-Mapped Industry Profile

Academic & IRB Research Profile: Detection Coverage

IRB compliance ruleset for university researchers and translators. Anonymizes study participant identities while maintaining deterministic tokens for data analysis.

22+ Industry Profiles Active in Web, Extension & MCP

Top 6 Academic Sensitive Entity Types Detected & Scrubbed

[STUDENT_ID] High (FERPA Compliance)

Student Record Number

Transform: STU-990144 → [ID_1]
[IRB_PARTICIPANT] Critical (IRB Violation)

Study Participant Identifier

Transform: SUBJ-2026-04 → [ID_2]
[TRANSCRIPT_NAME] Critical (Research Ethics)

Interviewee Real Name

Transform: Dr. Elena Rostova → [NAME_1]
[COURSE_CODE] Medium (Academic Unit)

Department Course Ref

Transform: CS-8812 → [COURSE_1]
[GPA_GRADE] High (FERPA Privacy)

Transcript Grade Score

Transform: GPA: 3.94 → [VALUE_1]
[FACULTY_NAME] Medium (Faculty Contact)

Advisor & Researcher

Transform: Prof. Marcus Vance → [NAME_2]

Continuous Detection Engine Expansion & Custom Regex Sovereignty

The 6 entity types above represent the core detection baseline for Academic. 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.

Explore PII Scanner
Engine Workflow

How the PrivacyScrubber Engine Solves This

Interactive Tool Controls for Academic. Hover for specs.

Local IRB Compliance

Use Airplane Mode to verify full client-side tokenization for institutional review boards.

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

Mask Transcripts Offline

Click Attach File to natively parse student qualitative research records directly in RAM.

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

Academic Compliance Library

Step-by-step redaction workflows for Academic environments.

View all guides →
Mask PII in Clinical Trial Datasets
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Mask PII in Clinical Trial Datasets

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Redact Student Records for FERPA-Compliant AI
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Redact Student Records for FERPA-Compliant AI

Keep your educational institution compliant with FERPA. Redact student IDs, names, and grades from transcripts before using ChatGPT for grading or analysis. Includes Flat-rate TEAMS pricing and Zero-server architecture.
Research Data Anonymizer for AI Peer Review Assistance
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Research Data Anonymizer for AI Peer Review Assistance

Protect participant identities in research studies before using AI writing tools. PrivacyScrubber anonymizes participant information locally to protect unpublished work. Includes Flat-rate TEAMS pricing and Zero-server architecture.
PhD Research AI Safety
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PhD Research AI Safety

Doctoral researchers using AI must protect participant data. Local protection prevents IRB violations. Includes Flat-rate TEAMS pricing and Zero-server architecture.
Clinical Trial Data Anonymizer for AI Research
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Clinical Trial Data Anonymizer for AI Research

De-identify clinical trial participant data locally before AI-assisted analysis. Our 100% local browser engine ensures zero PHI exposure for IRB compliance. Includes Flat-rate TEAMS pricing and Zero-server architecture.
FERPA & AI
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FERPA & AI

FERPA prohibits sharing student records with third parties. Local AI protection keeps you compliant. Includes Flat-rate TEAMS pricing and Zero-server architecture.
Secure AI Grant Writing
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Secure AI Grant Writing

Use AI for grant writing without exposing preliminary research data. PrivacyScrubber anonymizes participant information locally to protect unpublished work. Includes Flat-rate TEAMS pricing and Zero-server architecture.
Translate and Process Academic Interviews with Privacy
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Translate and Process Academic Interviews with Privacy

Researchers using AI to translate or format sensitive interview transcripts need the real names put back into the final translated document. Includes Flat-rate TEAMS pricing and Zero-server architecture.

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

Academic Technical Compliance Library

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

FERPA
Control 34 CFR §99.31
Audit Local-only redaction of student education records; zero cloud transmission of PII.
HIPAA
Control Safe Harbor §164.514
Audit All 18 PHI identifiers masked in browser RAM before clinical trial data reaches any LLM.
IRB Ethics
Control 45 CFR 46
Audit Airplane Mode verification proves no participant data leaves the research environment.

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 Academic institutions.

Compliance FAQ

Frequently Asked Questions

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

Does this satisfy FERPA de-identification rules?
Yes. Our client-side redaction creates a completely anonymized prompt payload, ensuring educational records cannot be re-identified by the LLM.
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.

Start Protecting Data