iEDGE 2025 (International Symposium on Edge intelligence, Trustworthy and Decentralized Artificial Intelligence) is an academic conference held in Dubrovnik, Croatia on 2025-10-14. The paper submission deadline is 2025-08-01. Acceptance notifications are sent on 2025-08-30.
iEDGE 2025 is a premier international venue dedicated to advancing research and innovation at the intersection of trustworthy, decentralized, and distributed AI systems. As the scale, complexity, and societal impact of AI systems grow, ensuring trust, privacy, robustness, and decentralization becomes critical.
We invite researchers, practitioners, and innovators from academia and industry to join us in exploring the new frontiers of Decentralized Artificial Intelligence, Trustworthy Machine Learning, and Secure Distributed Systems. Co-located with FLTA 2025, iEDGE focuses on scaling trustworthiness principles beyond federated learning into the broader decentralized AI ecosystem.
The International Symposium on Edge intelligence, Trustworthy and Decentralized Artificial Intelligence (iEDGE 2025) addresses the use of advanced intelligent systems in providing trustworthy decentralized AI solutions in many fields, and the challenges, approaches, and future directions. We invite the submission of original papers on all topics related to trustworthy and decentralized artificial intelligence, with special interest in but not limited to:
Topics of Interest
Decentralized Artificial Intelligence
Decentralized foundation model training and serving
Peer-to-peer (P2P) inference networks
Blockchain-based machine learning platforms
Distributed optimization for large AI models
Incentive mechanisms in decentralized AI systems
Trustworthy AI Systems
Bias mitigation, fairness, and accountability
Verifiable decentralized model updates
Explainability in distributed learning
Robustness against adversarial attacks
Security and Privacy
Secure aggregation and differential privacy
Trust mechanisms for model collaboration
Resilient learning under malicious participants
Secure Edge AI deployments
Edge Intelligence
Edge deployment of open foundation models
Collaborative edge-cloud AI systems
Privacy-preserving AI for constrained environments
5G/6G architectures for decentralized AI
Resource allocation and scheduling
아직 댓글이 없습니다.