Decentralized & Collaborative AI on Blockchain

16 Jul 20191 code implementation

Machine learning has recently enabled large advances in artificial intelligence, but these tend to be highly centralized.

RECOMMENDATION SYSTEMS

Machine Learning and Blockchain for Fraud Detection: Employing Artificial Intelligence in the Banking Sector

GCU INTERNATIONAL KNOWLEDGE TRANSFER CONCLAVE 2018 1 code implementation

What if Blockchain Technology and Machine Learning could be combined to detect suspicious banking activity and stop transactions at the source?

FRAUD DETECTION

Biscotti: A Ledger for Private and Secure Peer-to-Peer Machine Learning

24 Nov 20181 code implementation

Federated Learning is the current state of the art in supporting secure multi-party machine learning (ML): data is maintained on the owner's device and the updates to the model are aggregated through a secure protocol.

A Probabilistic Model of the Bitcoin Blockchain

7 Nov 20181 code implementation

The Bitcoin transaction graph is a public data structure organized as transactions between addresses, each associated with a logical entity.

Characterizing Entities in the Bitcoin Blockchain

29 Oct 20181 code implementation

Bitcoin has created a new exchange paradigm within which financial transactions can be trusted without an intermediary.

Learning to Encode and Classify Test Executions

8 Jan 20201 code implementation

We use the labelled traces to train a neural network (NN) model to learn to distinguish runtime patterns for passing versus failing executions for a given program.

Blockchain Intelligence: When Blockchain Meets Artificial Intelligence

11 Dec 2019no code implementations

Blockchain is gaining extensive attention due to its provision of secure and decentralized resource sharing manner.

Blockchain and Artificial Intelligence

13 Feb 2018no code implementations

It is undeniable that artificial intelligence (AI) and blockchain concepts are spreading at a phenomenal rate.

Blockchain Enabled Trustless API Marketplace

5 Dec 2018no code implementations

Typically, a data owner (API provider) develops a model, often over proprietary data, and leverages the infrastructure services of a cloud vendor for hosting and serving API requests.

IMAGE CLASSIFICATION

Distributed Data Vending on Blockchain

15 Mar 2018no code implementations

However, one key challenge in distributed data vending is the trade-off dilemma between the effectiveness of data retrieval, and the leakage risk from indexing the data.