2 citations · 5 across the 12 of their papers we have counts for
4 papers · 1 filter
Transparent Neighborhood Approximation for Text Classifier Explanation
Yi Cai, Arthur Zimek, Eirini Ntoutsi +1
Recent literature highlights the critical role of neighborhood construction in deriving model-agnostic explanations, with a growing trend toward deploying generative models to impr…
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…
Perfectly Secure Key Agreement Over a Full Duplex Wireless Channel
Gerhard Wunder, Axel Flinth, Daniel Becker +1
Secret key generation (SKG) between authenticated devices is a pivotal task for secure communications. Diffie-Hellman (DH) is de-facto standard but not post-quantum secure. In this…
Model CBOR Serialization for Federated Learning
Koen Zandberg, Mayank Gulati, Gerhard Wunder +1
The typical federated learning workflow requires communication between a central server and a large set of clients synchronizing model parameters between each other. The current fr…