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The Curse of Dimensionality: De-identification Challenges in the Sharing of Highly Dimensional Datasets
[…] small or if keys are compromised. Secure implementation requires strong, unique salts per record and careful key management. Pseudonymization: As defined earlier, identifiers are replaced with artificial codes or pseudonyms. The link between the pseudonym and the real identity is maintained (often separately), allowing potential re-identification. k-Anonymity: This is a formal privacy model, not […]

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Africa
Working Together for Global Data Protection The FPF Africa Team FPF Africa, led by Mercy King’ori, focuses on fostering responsible data practices, driving innovation, and promoting privacy protections through collaborative partnerships, local expertise, and regionally grounded research to shape Africa’s digital future. Mercy King’ori Policy Manager for Africa Bianca-Ioana Marcu Managing Director for Europe […]

Little Rock, Minor Rights: Arkansas Leads with COPPA 2.0-Inspired Law
[…] like “personal information” and “operator,” but in a few instances switches to “personal data” and “controller,” perhaps from borrowing language from more modern privacy laws like the Virginia Consumer Data Protection Act. The substantive data minimization trend continues While the federal COPPA framework is largely focused on consent, former Commissioner Slaughter noted in 2022 […]

FPF_AI_Governance_Framework_IG_11x17_FINAL_-_2025_Update
[…] the AI Pact were signed by over 130 stakeholders on 26 September 2024 . By February 2025 : (1.) The AI Board should support the Commission to promote AI literacy tools. Providers and deployers of AI systems sha ll take measures to ensure a sufficient level of AI literacy of users. (2.) The Commission […]

FPF_AI_Governance_Framework_IG_11x17_FINAL_-_2025_Update_wBleed
[…] the AI Pact were signed by over 130 stakeholders on 26 September 2024 . By February 2025 : (1.) The AI Board should support the Commission to promote AI literacy tools. Providers and deployers of AI systems sha ll take measures to ensure a sufficient level of AI literacy of users. (2.) The Commission […]

FPF_APAC_GenAI_A4_Digital_R5_-_2025_Update
[…] regulatory fragmentation across the region. This may include ensuring alignment and interoperability with in ternational policy frameworks, providing guidance on applying existing laws to generative AI, and promoting cross-regulator coordinatio n. Amongst the key takeaways for developers and deployers of generative AI are that robust internal AI governance structures, data management practices, privacy protection […]

FPF_Confidential_Computing_Digital_R3_-_2025_Update
[…] The contents of the enclave, which include the data being processed and the techniques that are used to process it, are accessible only to authorize d programming codes. They are invisible and unknowable to anything or anyone else, including the cloud provider.” Fortinet “Confidential computing refers to cloud computing technology that can i solate […]

FPF_EU_AI_Act_Timeline_R4_-_2025_Update
[…] of the progress on the development of standardization deliverables on the energy-efficient development of general-purpose models; 3. the Commission shall evaluate the impact and effectiveness of voluntary codes of conduct (by four years from the entry into force and every three years thereafter) . (Art. 112) 4. A COMPREHENSIVE IMPLEMENTATION & COMPLIANCE TIMELINE the […]

FPF_Confidential_Computing_PRINT_R1_-_2025_Update_wBleed
[…] processing. The contents of the enclave, which include the data being processed and the techniques that are used to process it, are accessible only to authorized programming codes. They are invisible and unknowable to anything or anyone else, including the cloud provider.” Fortinet “Confidential computing refers to cloud computing technology that can isolate data […]