Kira C. Lemke

Proposal(s) title:
  • ISCC and other methods for binding in information identification
Proposal(s) topic:

Electronic identification and trust services (including e-signature)

Impact on SMEs:

The TR will guide SMEs in understanding binding mechanisms: structural (metadata embedding), semantic (descriptive relationships), algorithmic (hashes, content-derived identifiers), and resolvable (URLs, DOIs). In terms of applications, an Italian start-up, amlet.ai, adopted ISCC (one algorithmic binding approach examined in the TR) for their TDM registry. Also, Dutch liccium.com implements ISCC for decentralized content registration and rights management. Estonian valunode.com uses ISCC in their decentralised content management solutions. These implementations exemplify relevance across AI/TDM, rights management, and digital content workflows. In terms of Impact, the TR clarifies how embedding, watermarking, fingerprinting, and cryptographic approaches differ in robustness and workflow requirements, helping SMEs make informed decisions and build expertise. Content-derived methods computing identifiers locally enable GDPR-compliant implementations without centralised tracking, supporting digital sovereignty.

Impact on society:

I can see several societal impacts for this work, including: Digital Trust and Information Integrity: The TR systematically documents capabilities and limitations of different content binding mechanisms and enables an informed selection of appropriate trust mechanisms, critical for democratic processes and media trust in the AI era. Data Sovereignty and Privacy: The analysis of decentralised identification methods directly supports European digital sovereignty principles and GDPR compliance. By documenting alternatives to centralised tracking, the work enables implementations where rightsholders maintain control over digital assets while supporting privacy-by-design standards, addressing fundamental European values around data protection.


Value of Research

In the framework of this fellowship, I worked on a Technical Report (TR) that addresses critical gaps and challenges in the international standards landscape for digital content identification and binding mechanisms.

Kira C. Lemke
Full Name: Kira C. Lemke
Role: convenor
Title & Organisation Name: Craft AG
Socials:
Standards Development Organisation: