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Federated Learning
🔒 Federated Learning
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federated learning, privacy-preserving ML, distributed training
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11
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SecLoRA:
Secure
Aggregation
of Low-Rank Matrix Products via Functional Encryption
⚙️
MLOps
eprint.iacr.org
·
2d
2 days ago
Actions for SecLoRA: Secure Aggregation of Low-Rank Matrix Products via Functional Encryption
Less-relevant results
SwarmSense-DNN: A Trustworthy and Decentralized Neural Framework for Proactive Anomaly Defense in Consumer IoT
📡
IoT
Content type:
Academic
arxiv.org
·
4h
4 hours ago
Actions for SwarmSense-DNN: A Trustworthy and Decentralized Neural Framework for Proactive Anomaly Defense in Consumer IoT
15 years of Software Center – A Look in the Mirror and over the Front Windshield
⚙️
MLOps
Content type:
Blog
metrics.blogg.gu.se
·
1d
1 day ago
Actions for 15 years of Software Center – A Look in the Mirror and over the Front Windshield
TPMPC 2026: “When trying to catch cheaters breaks the MPC”
⚛️
Quantum Computing
esat.kuleuven.be
·
21h
21 hours ago
Actions for TPMPC 2026: “When trying to catch cheaters breaks the MPC”
Unconditionally
Secure
MPC for Boolean Circuits with Constant Communication
⚛️
Quantum Computing
eprint.iacr.org
·
4d
4 days ago
Actions for Unconditionally Secure MPC for Boolean Circuits with Constant Communication
MPC-Patch-Bench:
Security-Aware
LLM Code Patch for
Multi-Party
Computation
⚙️
MLOps
Content type:
Academic
arxiv.org
·
4h
4 hours ago
Actions for MPC-Patch-Bench: Security-Aware LLM Code Patch for Multi-Party Computation
Silentium revisited: Pseudorandom Beaver Triple Expansion
⚛️
Quantum Computing
eprint.iacr.org
·
2d
2 days ago
Actions for Silentium revisited: Pseudorandom Beaver Triple Expansion
Two-Way Confidential VMs (2cVM): Collaborative Confidential Computing for Mutually Distrustful
Parties
⚛️
Quantum Computing
Content type:
Academic
arxiv.org
·
1d
1 day ago
Actions for Two-Way Confidential VMs (2cVM): Collaborative Confidential Computing for Mutually Distrustful Parties
CausShield: Sample Reconstruction-Resilient Vertical
FL
via Causal Representation
Learning
🧠
Machine Learning
Content type:
Academic
arxiv.org
·
2d
2 days ago
Actions for CausShield: Sample Reconstruction-Resilient Vertical FL via Causal Representation Learning
Compositional Generative Modeling from Decentralized Data
✨
Generative AI
Content type:
Academic
arxiv.org
·
1d
1 day ago
Actions for Compositional Generative Modeling from Decentralized Data
AI-Native Closed-Loop
Security
for 6G-Enabled Cyber-Physical Systems: From Edge Detection to Network-Wide Mitigation
📡
IoT
Content type:
Academic
arxiv.org
·
2d
2 days ago
Actions for AI-Native Closed-Loop Security for 6G-Enabled Cyber-Physical Systems: From Edge Detection to Network-Wide Mitigation
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