Security of federated learning in 6G era: A review on conceptual techniques and software platforms used for research and analysis

SHA Kazmi, F Qamar, R Hassan, K Nisar… - Computer Networks, 2024 - Elsevier
Federated Learning (FL) is an emerging Artificial Intelligence (AI) paradigm enabling
multiple parties to train a model collaboratively without sharing their data. With the upcoming …

[图书][B] Artificial superintelligence: a futuristic approach

RV Yampolskiy - 2015 - books.google.com
This book is designed to become a foundational text for the new science of AI safety
engineering. While specific predictions regarding the consequences of an intelligence …

Safety engineering for artificial general intelligence

R Yampolskiy, J Fox - Topoi, 2013 - Springer
Abstract Machine ethics and robot rights are quickly becoming hot topics in artificial
intelligence and robotics communities. We will argue that attempts to attribute moral agency …

Dynamic slicing for deep neural networks

Z Zhang, Y Li, Y Guo, X Chen, Y Liu - Proceedings of the 28th ACM Joint …, 2020 - dl.acm.org
Program slicing has been widely applied in a variety of software engineering tasks.
However, existing program slicing techniques only deal with traditional programs that are …

Artificial general intelligence and the human mental model

RV Yampolskiy, J Fox - Singularity hypotheses: A scientific and …, 2013 - Springer
When the first artificial general intelligences are built, they may improve themselves to far-
above-human levels. Speculations about such future entities are already affected by …

Utility function security in artificially intelligent agents

RV Yampolskiy - Journal of Experimental & Theoretical Artificial …, 2014 - Taylor & Francis
The notion of 'wireheading', or direct reward centre stimulation of the brain, is a well-known
concept in neuroscience. In this paper, we examine the corresponding issue of reward …

What are the ultimate limits to computational techniques: verifier theory and unverifiability

RV Yampolskiy - Physica Scripta, 2017 - iopscience.iop.org
Despite significant developments in proof theory, surprisingly little attention has been
devoted to the concept of proof verifiers. In particular, the mathematical community may be …

Metaverse: a solution to the multi-agent value alignment problem

RV Yampolskiy - Journal of Artificial Intelligence and …, 2022 - World Scientific
AI Safety researchers attempting to align values of highly capable intelligent systems with
those of humanity face a number of challenges including personal value extraction, multi …

[PDF][PDF] The European Union digital single market—challenges and impact for the EU Neighbourhood states

K Nyman-Metcalf, IF Papageorgiou - TalTech Journal of European …, 2018 - sciendo.com
Aristotle University of Thessaloniki, Faculty of Economics and Political Sciences, School of
Political Sciences Economics and Political Sciences Building, Thessaloniki 54124, Greece E …

Artificial consciousness: an illusionary solution to the hard problem

RV Yampolskiy - Reti, saperi, linguaggi, 2018 - rivisteweb.it
The Hard Problem of consciousness has been dismissed as an illusion. By showing that
computers are capable of experiencing, we show that they are at least rudimentarily …