2 papers
cs.LG2025
NT-ML: Backdoor Defense via Non-target Label Training and Mutual Learning
Wenjie Huo, Katinka Wolter
Recent studies have shown that deep neural networks (DNNs) are vulnerable to backdoor attacks, where a designed trigger is injected into the dataset, causing erroneous predictions…
cs.CR2024
DBNode: A Decentralized Storage System for Big Data Storage in Consortium Blockchains
Narges Dadkhah, Xuyang Ma, Katinka Wolter +1
Storing big data directly on a blockchain poses a substantial burden due to the need to maintain a consistent ledger across all nodes. Numerous studies in decentralized storage sys…