Michele Carminati
@johnmc88.bsky.social
Reposted by Michele Carminati
🚨 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
See you in Washington D.C. in July!
📄 Preprint: www.arxiv.org/abs/2506.07605
#FederatedLearning #Privacy #PoPETS
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...
www.arxiv.org
June 16, 2025 at 9:50 AM
🚨 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
See you in Washington D.C. in July!
📄 Preprint: www.arxiv.org/abs/2506.07605
#FederatedLearning #Privacy #PoPETS
Reposted by Michele Carminati
📢 Submission deadline extended to Feb 19th!
Take the extra days to polish your work and submit it here:
👉 dimva25r2.hotcrp.com
#DIMVA25 #DIMVA
Take the extra days to polish your work and submit it here:
👉 dimva25r2.hotcrp.com
#DIMVA25 #DIMVA
February 11, 2025 at 3:27 PM
📢 Submission deadline extended to Feb 19th!
Take the extra days to polish your work and submit it here:
👉 dimva25r2.hotcrp.com
#DIMVA25 #DIMVA
Take the extra days to polish your work and submit it here:
👉 dimva25r2.hotcrp.com
#DIMVA25 #DIMVA