BitAV: Fast Anti-Malware by Distributed Blockchain Consensus and Feedforward Scanning
This addresses security and performance issues in anti-malware software for users and organizations, offering a novel decentralized approach.
The paper tackles the problem of centralized anti-malware systems by proposing BitAV, a decentralized environment using blockchain consensus and feedforward scanning, which achieved a 500% reduction in update propagation speed and a 14x performance improvement in malware matching.
I present the design and implementation of a novel anti-malware environment called BitAV. BitAV allows for the decentralization of the update and maintenance mechanisms of the software, traditionally performed by a central host, and uses a staggered scanning mechanism in order to improve performance. The peer-to-peer network maintenance mechanism lowered the average update propagation speed by 500% and is far less susceptible to targeted denial-of-service attacks. The feedforward scanning mechanism significantly improved end-to-end performance of the malware matching system, to a degree of an average 14x increase, by decomposing the file matching process into efficient queries that operate in verifiably constant time.