The Data Ethics Outreach Lab (DEOL) is an academic transfer platform affiliated with the University of Osnabrück, focusing on critical reflection on artificial intelligence, data ethics, and digitalization. It targets educators, students, and societal stakeholders by providing open educational resources and hosting events to foster ethical awareness in AI and data use. The website reflects a small, specialized educational entity with a clear mission and consistent branding aligned with its university roots.
Technically, the website is built using modern static site generation technology (Jekyll) combined with Bootstrap and jQuery for responsive design and user experience. The site is moderately optimized for performance and mobile devices, with good SEO practices evident in meta tags and structured content. However, some accessibility features could be improved.
From a security perspective, the site uses HTTPS and has domain transfer protections but lacks DNSSEC and security headers, which are recommended for enhanced security. No privacy or cookie policies are published, indicating compliance gaps with GDPR and related regulations. The absence of analytics and tracking scripts suggests a privacy-conscious approach, but formal policies are needed.
Overall, the website is professionally presented and trustworthy for its academic purpose but would benefit from improved security hardening and privacy compliance to strengthen its risk posture and user trust.
Scanned ·
NIS2 and GDPR posture
GDPR outside view
53/ 100 · Medium
Checks completed
7of 7
NIS2 Art. 21(2)
a(a) Risk analysis and security policies: Not visible from outside
b(b) Incident handling: One indicator
c(c) Business continuity, backups and crisis management: Not visible from outside
d(d) Supply chain security: Not visible from outside
e(e) Secure acquisition, development and maintenance, including vulnerability handling: Partly checked
f(f) Assessing the effectiveness of security measures: Not visible from outside
g(g) Cyber hygiene and security training: Not visible from outside
h(h) Cryptography and encryption: Partly checked
i(i) HR security, access control and asset management: One indicator
j(j) Multi-factor authentication and secured communications: Not visible from outside
Partly checked
One indicator
Not visible from outside
This scan rated NIS2 with an earlier keyword method that is no longer shown; rescan for the per-article view. Risk management, continuity, supply chain, training, MFA, management oversight (Art. 20) and incident reporting (Art. 23) need internal evidence, and Guard cannot tell whether NIS2 applies to this organisation.
GDPR is indicative only, based on publicly visible signals: Articles 7, 12, 13 and 32 of Regulation (EU) 2016/679 and Article 5(3) of the ePrivacy Directive. Not a certification or legal assessment.
Priority findings
7 findings rated critical or high. Fix these first.
Email security
SPF, DKIM and DMARC stop others sending email that looks like it comes from your domain, a common route to phishing and invoice fraud.
Critical
No email authentication configured
Domain is vulnerable to email spoofing
What to do: Implement SPF, DKIM, and DMARC immediately
Security headers
Security headers are instructions your web server sends to every visitor’s browser. Missing ones leave visitors more exposed to attacks such as clickjacking and injected scripts.
High
Missing Strict-Transport-Security header
Forces HTTPS connections
What to do: Add "Strict-Transport-Security: max-age=31536000; includeSubDomains; preload"
This scan found 27 issues across 6 checks. Monitoring re-runs those checks daily, emails you when something material changes and records each fix, so you can show progress.
Daily monitoring
Recommended
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TLS certificates and expiry
DNS records
SPF, DKIM and DMARC
Security headers
GDPR and NIS2 posture
Exposed services
Third-party trackers
Security score drift
Email alerts on material changes and an exportable JSON history of every change.
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Results by check
Each check with its score, findings and the evidence it collected.
How this score is calculated
The security score runs 0–100, higher is better. It is the plain average of the security checks that completed in this scan, each counted equally. A check that could not run is left out: it counts neither as a pass nor as a fail.
Counted in this score
SSL/TLS
72
Security headers
15
Email security
60
DNS health
70
Network security
100
GDPR outside view
53
Average
62
Not counted
NIS2 outside view: Re-weights evidence from the TLS, email, DNS, network and hygiene checks, so counting it would count that evidence twice. Shown on its own.
OffSeq Observations: An AI reading of the site, useful context but not reproducible evidence. Shown on its own.
Findings that cap the score at 49
Each of these is serious on its own, so while any is present the site cannot rate better than high risk, however good the other checks are.
The certificate is not trusted by browsers
The website is not served over HTTPS
A database, remote desktop, file-sharing or Telnet service is reachable from the internet
The page loads a script from a compromised source
The domain registration has expired
SPF authorises every server to send mail as the domain
Partial scans
When the site blocks Guard or most checks cannot run, the score covers only the checks that ran (usually DNS and email), is capped at 75 and is shown as partial, without a risk level.
Risk levels
Critical0–25
High26–49
Medium50–75
Low76–100
Breach exposure
Leaked credentials and lookalike domains from OffSeq Breach. The counts are free; the detailed lists are paid add-ons.
Dark web exposure
Add-on
Leaked records that mention outreachlab.org, from OffSeq Breach.
No leaked records found
Breach holds no records for outreachlab.org right now. New leaks arrive continuously, so monitoring on Breach alerts you if that changes.
Business context, site observations and technical notes gathered during the scan, and the standards behind each reference.
Business context
Business profile
DEOL operates in the niche intersection of education and technology, specifically focusing on AI ethics and data ethics. Its market position is that of a university-affiliated research and outreach entity, leveraging academic credibility to influence educational curricula and public discourse. The business model centers on providing free open educational resources and organizing events, with no commercial advertising or monetization evident. Target customers include schools, educators, and the broader academic community. Partnerships with related research groups and university departments enhance its ecosystem. Growth indicators include recent domain registration and active content updates. Strategic observations suggest opportunities to expand digital presence and formalize compliance frameworks.
Security posture
The current security maturity level is moderate. The use of HTTPS and domain transfer lock are positive indicators. However, the lack of DNSSEC and security headers reduces resilience against DNS spoofing and common web attacks. No vulnerability disclosures or incident response information are provided, limiting transparency. GDPR compliance is incomplete due to missing privacy and cookie policies. Data protection officer contact is not listed. The absence of analytics reduces tracking risks but also limits user behavior insights. Overall, the security posture is adequate for a small academic site but requires enhancements to meet best practices and regulatory requirements.
Recommendations
Implement and publish a comprehensive privacy policy and cookie policy with GDPR compliance details.
Enable DNSSEC on the domain to improve DNS security.
Add standard security headers such as Content-Security-Policy, Strict-Transport-Security, X-Frame-Options, and X-Content-Type-Options.
Establish a vulnerability disclosure policy and provide incident response contact information.
Consider adding accessibility improvements and formal data protection officer contact details to enhance compliance and trust.
Site observations
Automated reading of the public site. Ratings are indicative.
Business
Company
Data Ethics Outreach Lab
Description
Das DEOL ist die Transfer-Plattform der AG Ethik und Kritischer Theorien der Künstlichen Intelligenz am Institut für Kognitionswissenschaft der Universität Osnabrück. Es bringt kritische Reflexion über künstliche Intelligenz, Datenethik und Digitalisierung in den Schulunterricht, die Lehrkräftebildung und gesellschaftliche Debatten ein.
Key services
Bereitstellung von Lernmaterialien (OER), Veranstaltungen und Vorträge, Forschungstransfer im Bereich KI-Ethik
Content quality
good
Branding
consistent
Technology
Stack
HTML5, CSS3, Bootstrap, jQuery, Font Awesome, Jekyll
Frameworks
Bootstrap
Platforms
Static site generator (Jekyll)
Performance
moderate
Mobile
good
Accessibility
basic
SEO
good
Security
Observed score
55/100
Good practices seen
Domain status clientTransferProhibited
No exposed sensitive data in HTML
Analytics and tracking
Tracking level
minimal
Privacy practices
poor
Advertising
Transparency
poor
Site quality
Design
good
User experience
good
Content relevance
good
Navigation
good
Professionalism
good
Trustworthiness
moderate
Key observations
Website is a university-affiliated academic outreach platform focused on AI ethics and data ethics.
No privacy or cookie policies found, which is a compliance gap.
No terms of service or security policies published.
No contact phone numbers or physical addresses explicitly listed.
Contact email is obfuscated but present in footer.
No analytics or tracking scripts detected, indicating privacy-conscious design.
No advertising or affiliate marketing detected.
Site uses static site generator Jekyll with Bootstrap and jQuery.
No DNSSEC enabled on domain.
No security headers detected in HTML content.
Technical notes
Notes
The website is built on a static site generator (Jekyll) with Bootstrap and jQuery for UI components, ensuring responsive design and moderate performance. The use of Font Awesome provides iconography. The site is hosted under a domain registered via Dynadot with privacy protection. No CMS or dynamic backend detected, reducing attack surface but limiting interactivity. SEO is supported by proper meta tags and Open Graph data. No analytics or tracking scripts are present, indicating minimal data collection. Performance is moderate, with room for optimization. Accessibility is basic but could be improved with ARIA roles and better keyboard navigation support.
Standards and sources
Reference chips under each finding point to the standard, regulation or specification the finding relates to. They are taken from the official datasets below and mapped conservatively: a finding with no defensible link shows none. NIS2 and GDPR references mark where a finding is relevant evidence, not a compliance verdict. Implementing Regulation (EU) 2024/2690 binds digital infrastructure and digital service providers; for other entities it is the most detailed public reading of the Article 21 measures. WCAG, EN 301 549, European Accessibility Act and Web Accessibility Directive references name the requirement an automated accessibility rule relates to; they are not a conformance verdict.
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