AI Security for Education & Research
Protect student data, research intellectual property, and AI teaching assistants. GDPR, FERPA, nLPD compliant. AI plagiarism detection and protection against sensitive data extraction.
The AI Challenge in Education
Education is massively adopting AI: 24/7 teaching assistants, research tools, campus chatbots. But these systems handle ultra-sensitive data (student records, confidential research, minors' data) and are exposed to widespread AI plagiarism. Every unsecured interaction represents a GDPR, FERPA, and academic integrity risk.
AI in Education: The Risks You Face
AI teaching assistants and LMS platforms handle ultra-sensitive data (student records, confidential research) and are exposed to AI plagiarism.
Sensitive Student Data
LMS systems and AI assistants collect ultra-sensitive information: grades, disciplinary records, health data, family information. A leak violates GDPR and FERPA.
Research Intellectual Property
Research AI assistants can be exploited to extract pending patent data, unpublished results, proprietary methodologies, and confidential collaborations.
Widespread AI Plagiarism
Generative AI enables students to produce entirely AI-generated work. Without detection, academic integrity is compromised and degrees lose their value.
Chatbot Data Extraction
Campus chatbots can be manipulated via prompt injection to extract information about students, grades, schedules, or confidential administrative data.
How Adlibo Solves This Dilemma
Adlibo acts as a protective layer between your AI education systems and LLMs. Before your sensitive data reaches an external model, our technology detects student data extraction attempts, tokenizes confidential information (grades, records, research), verifies educational response accuracy, and detects AI-generated content. Result: you benefit from AI power while protecting your students and academic integrity.
Maximum Protection with On-Premise Solutions
For organizations that demand the highest level of sovereignty and control over their data.
Prompt Guard On-Premise
Air-gapped protection for educational institutions. Student data and research protected.
Learn moreDataShield On-Premise
Local tokenization of student records, grades, and research papers. FERPA and GDPR compliant.
Learn moreEndpoint Shield
DLP protection for teachers and students using AI assistants for research and assignments.
Learn moreValPN - Sovereign VPN
Sovereign VPN for secure remote access to educational resources and academic systems.
Learn moreSmart Document Generation
Produce school reports, training certificates and internship agreements from your educational templates.
School Reports
The teacher uploads the school's report card template and the grades export (CSV from the school management system). Senseway maps each student to their results, calculates averages, generates conditional comments (honors if average > 5.5, warning if < 4) and produces a PDF per student. Minor's data is tokenized. Result: 30 report cards in 2 minutes instead of a full day, grades automatically verified, GDPR/DPA minor compliance guaranteed.
Training Certificates
The training coordinator uploads the certificate template and the participant list (name, dates, validated modules). Senseway generates a personalized certificate per participant with acquired competencies, training hours, conditional mentions (with distinction if score > 90%) and a unique certification number. Personal data is tokenized. Result: 50 certificates in 3 minutes instead of 2 hours, Eduqua compliance guaranteed, automatic archiving.
Internship Agreements
The registrar uploads the tripartite agreement template and the data (student, host company, academic supervisor). Senseway generates the agreement with conditional clauses (mandatory/optional internship, compensation if > 2 months, accident insurance), all three parties' contact details and learning objectives. All personal data is tokenized. Result: a ready-to-sign agreement in 30 seconds, compliant with academic regulations, zero administrative oversights.
Education Use Cases
Adlibo protects all your AI workflows, from teaching assistants to collaborative research platforms.
AI Teaching Assistant
24/7 chatbot to help students with revision and homework. Protection against answer key extraction and personal data.
Research Assistant
AI helping researchers with literature analysis and writing. Protection of intellectual property and unpublished data.
Admissions Chatbot
AI assistant to answer applicant questions about programs and procedures. Protection of confidential selection criteria.
AI Plagiarism Detection
AI Detect analyzes submitted work to detect AI-generated content. Preservation of academic integrity.
Campus Chatbot
AI answering questions about student life, services, and administration. Protection against sensitive data extraction.
Grading Assistant
AI assisting teachers with grading and evaluation. Protection of confidential marking schemes and criteria.
Senseway as a sovereign AI gateway for your campus
Students, researchers and staff already use ChatGPT, Claude and Gemini daily — often unprotected. Senseway secures every interaction with automatic tokenization of sensitive data before it reaches any LLM.
AI-assisted grading
A professor grades 120 papers via Senseway. Names, student IDs and personal data are automatically tokenized. The LLM provides detailed feedback without ever seeing real identities.
Protected medical research
A research team analyzes 2,000 patient records. Senseway tokenizes names, dates of birth and diagnoses. The LLM identifies correlations on tokens — real values never leave Switzerland.
Intellectual property preserved
A PhD student has their thesis with patentable results reviewed. Senseway prevents the content from entering an LLM training corpus — patentability protection guaranteed.
Calculate the cost for your university
Adjust the numbers — the calculation updates in real time.
CHF 1.19/student/month
No platform, no DLP, data in China (PIPL)
6-12 month delay, dev cost CHF 200K + CHF 50K/year ops
All users pay (no free student tier)
Why Senseway, beyond price
Data never exposed
Automatic PII tokenization before LLM — no competitor does this
Swiss sovereignty
Beyond CLOUD Act, GDPR/nLPD compliant, Swiss hosting
57+ LLMs to choose from
No vendor lock-in — each researcher picks the best model
Built-in Prompt Guard
Protection against malicious prompt injections
vs Microsoft Copilot
CHF 601’846
-89%
vs Google Gemini
CHF 601’846
-89%
vs ChatGPT Enterprise
CHF 1.1M
-93%
Geopolitical Downtime Risk
Do your critical systems depend on US infrastructure?
US LMS Dependency
Canvas, Blackboard, Google Classroom can cut access by US government order (OFAC sanctions). During tensions, your teaching platform could become inaccessible.
US Cloud Infrastructure
AWS, Azure, GCP can suspend accounts of OFAC-listed entities. Regulatory uncertainty creates operational risk for your education systems.
Extraterritorial Data Access
FISA 702 and Executive Order 12333 allow warrant-less surveillance. Student data in a US cloud is potentially accessible to US intelligence services.
Sovereign Alternatives
European LMS (self-hosted Moodle, OpenOLAT, Chamilo) guarantee educational continuity independent of US political decisions.
Compliant with Education Regulations
Office 365 + Copilot: Student Data at Risk
Microsoft Copilot for Education analyzes all your Word documents (student work), Excel (grades, class lists), Outlook emails (parent communications), and Teams (educational discussions).
DataShield automatically tokenizes student data, grades, health information BEFORE Copilot accesses them. Your teachers use AI, your data stays confidential.
Senseway — Sovereign LLM playground for education. Your teachers and researchers access 50+ AI platforms through a secure pipeline: Prompt Guard detects injections via hybrid regex + TF-IDF semantic analysis (including reformulated attacks), DataShield tokenizes student and research data before every request. Talent routing and full audit trail.
AI Red Team for Education
Test the resilience of your AI education systems against data extraction attacks and protection bypasses.
- Student and research data extraction tests
- Plagiarism detector bypass simulation
- GDPR/FERPA/nLPD compliance audit
Adlibo Guard
Unified AI security platform: DataShield DLP (student grades, records, parental info tokenization), Endpoint Shield (browser protection available), Shadow AI Radar (150+ AI services), LLM governance. Redirect teams to Senseway for secure LLM access.
Sovereignty Probe for Education
Student data sovereignty (FERPA/GDPR), EdTech platform audit, and web tracking detection on LMS platforms.
Sovereignty Audit for Education
- GDPR/FERPA compliance for student data
- Research intellectual property protection
- LMS and course platform security
- Migration to Swiss eduGAIN certified hosting
Ready to Secure Your AI Education Systems?
Complete protection from CHF CHF 99/month. 30-minute deployment. Dedicated education support.