#gdpr-compliance News & Analysis

3 articles tagged with #gdpr-compliance. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

3 articles

AINeutralarXiv – CS AI · Apr 156/10

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Operationalising the Right to be Forgotten in LLMs: A Lightweight Sequential Unlearning Framework for Privacy-Aligned Deployment in Politically Sensitive Environments

Researchers introduce a sequential unlearning framework that enables Large Language Models to forget sensitive data while maintaining performance, addressing GDPR compliance and the Right to be Forgotten in politically sensitive deployments. The method stabilizes general capabilities through positive fine-tuning before selectively suppressing designated patterns, demonstrating effectiveness on the SemEval-2025 benchmark with minimal accuracy degradation.

AINeutralarXiv – CS AI · Apr 106/10

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AdaProb: Efficient Machine Unlearning via Adaptive Probability

Researchers propose AdaProb, a machine unlearning method that enables trained AI models to efficiently forget specific data while preserving privacy and complying with regulations like GDPR. The approach uses adaptive probability distributions and demonstrates 20% improvement in forgetting effectiveness with 50% less computational overhead compared to existing methods.

AIBullisharXiv – CS AI · Mar 176/10

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A Dual-Path Generative Framework for Zero-Day Fraud Detection in Banking Systems

Researchers propose a dual-path AI framework combining Variational Autoencoders and Wasserstein GANs for real-time fraud detection in banking systems. The system achieves sub-50ms detection latency while maintaining GDPR compliance through selective explainability mechanisms for high-uncertainty transactions.