Michele Carminati
@johnmc88.bsky.social
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Michele Carminati
Marco Di Gennaro
5 months ago
🚨 Our PoPETS 2025 work, "TimberStrike," finds that federated tree models are vulnerable to privacy leakage via dataset reconstruction. See you in Washington D.C. in July! 📄 Preprint:
www.arxiv.org/abs/2506.07605
#FederatedLearning
#Privacy
#PoPETS
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TimberStrike: Dataset Reconstruction Attack Revealing Privacy Leakage in Federated Tree-Based Systems
Federated Learning has emerged as a privacy-oriented alternative to centralized Machine Learning, enabling collaborative model training without direct data sharing. While extensively studied for neura...
https://www.arxiv.org/abs/2506.07605
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Michele Carminati
DIMVA Conference
9 months ago
📢 Submission deadline extended to Feb 19th! Take the extra days to polish your work and submit it here: 👉
dimva25r2.hotcrp.com
#DIMVA25
#DIMVA
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