8 citations · 26 across the 29 of their papers we have counts for
5 papers · 1 filter
Bittensor Protocol: The Bitcoin in Decentralized Artificial Intelligence? A Critical and Empirical Analysis
Elizabeth Lui, Jiahao Sun
This paper investigates whether Bittensor can be considered the Bitcoin of decentralized Artificial Intelligence by directly comparing its tokenomics, decentralization properties,…
AIArena: A Blockchain-Based Decentralized AI Training Platform
Zhipeng Wang, Rui Sun, Elizabeth Lui +3
The rapid advancement of AI has underscored critical challenges in its development and implementation, largely due to centralized control by a few major corporations. This concentr…
Graphene: Infrastructure Security Posture Analysis with AI-generated Attack Graphs
Xin Jin, Charalampos Katsis, Fan Sang +4
The rampant occurrence of cybersecurity breaches imposes substantial limitations on the progress of network infrastructures, leading to compromised data, financial losses, potentia…
FLock: Defending Malicious Behaviors in Federated Learning with Blockchain
Nanqing Dong, Jiahao Sun, Zhipeng Wang +2
Federated learning (FL) is a promising way to allow multiple data owners (clients) to collaboratively train machine learning models without compromising data privacy. Yet, existing…
Edge Security: Challenges and Issues
Xin Jin, Charalampos Katsis, Fan Sang +3
Edge computing is a paradigm that shifts data processing services to the network edge, where data are generated. While such an architecture provides faster processing and response,…