The Curse of Dimensionality: De-identification Challenges in the Sharing of Highly Dimensional Datasets
[…] mining sequential patterns in user sessions, building complex machine learning models (e.g., for ranking or recommendations), or analyzing graph structures (e.g., click graphs)—is more challenging and an active area of research. Standard DP mechanisms might require excessive noise or simplification for such tasks. Techniques like DP-SGD (Differentially Private Stochastic Gradient Descent) exist for training […]
APAC Consent Report
I S SU E B RIE F GL OBA L K eep in g u p with ” C on se n t” in D ata P ro te ct io n F ra me work s: A Com pre he nsiv e U pd ate f o r AP AC A uth o r: […]
SK AI Framework Act Comparison Table
T a b le 1. Com paris o n of Key Asp ects of th e Sou th Kore a AI Fra m ew ork Act an d EU AI Act 1 A sp ects S ou th Kore a AI Fra m ew ork Act E U AI Act T ie re d c […]
FPF-2025-Sponsorship-Prospectus
SPONSORSHIP PROSPECTUS 2025 FPF SPONSORSHIP PROSPECTUS | 1 Please contact [email protected] for more information. THE FUTURE OF PRIVACY FORUM (FPF) is a global non-profit organization that brings together industry, academics, civil society, policymakers, and other stakeholders to explore the challenges posed by technological innovation and develop privacy protections, ethical norms, and workable business practices. We […]
FPF-2025-Sponsorship-Prospectus-3 (1)
SPONSORSHIP PROSPECTUS 2025 FPF SPONSORSHIP PROSPECTUS | 1 Please contact [email protected] for more information. THE FUTURE OF PRIVACY FORUM (FPF) is a global non-profit organization that brings together industry, academics, civil society, policymakers, and other stakeholders to explore the challenges posed by technological innovation and develop privacy protections, ethical norms, and workable business practices. We […]
Updated Conformity Assessments under the EU AI Act: a step-by step guide with the final text of the AI Act
[…] of the high-risk AI system, including: • incident reporting: users must promptly report malfunctions, failures, or other system irregularities to the provider; • performance feedback: providers must actively collect feedback on system performance from deployers and end-users; • risk updates: providers must share updates regarding newly identified risks or necessary adjustments with deployers; and […]
Africa
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. Featured FPF Africa Council Membership Join the Future of Privacy Forum (FPF), a leading global non-profit organization shaping privacy […]
South Korea’s New AI Framework Act: A Balancing Act Between Innovation and Regulation
On 21 January 2025, South Korea became the first jurisdiction in the Asia-Pacific (APAC) region to adopt comprehensive artificial intelligence (AI) legislation. Taking effect on 22 January 2026, the Framework Act on Artificial Intelligence Development and Establishment of a Foundation for Trustworthiness (AI Framework Act or simply, Act) introduces specific obligations for “high-impact” AI systems […]
Little Rock, Minor Rights: Arkansas Leads with COPPA 2.0-Inspired Law
With thanks to Daniel Hales and Keir Lamont for their contributions. Shortly before the close of its 2025 session, the Arkansas legislature passed HB 1717, the Arkansas Children and Teens’ Online Privacy Protection Act, with unanimous votes. As the name suggests, Arkansas modeled this legislation after Senator Markey’s federal “COPPA 2.0” proposal, which passed the […]
FPF_AI_Governance_Framework_IG_11x17_FINAL_-_2025_Update
EU AI Act — Governance Architecture and Implementation Framework SUPRANATIONAL LEVEL (EU) European Commission (EC) : • Sets Procedures; Operationalizes the risk-based approach; Classification of GPAI; Prohibited Systems; Harmonized Standards & High-Risk Obligations; Information & Transparency; Enforcement activities; Ex-post Evaluation. European AI Office : Ar t. 64 AIA and Commission’s Decision – Composition: Centralized structure […]