[HTML][HTML] Explainable acceptance in probabilistic and incomplete abstract argumentation frameworks

G Alfano, M Calautti, S Greco, F Parisi, I Trubitsyna - Artificial Intelligence, 2023 - Elsevier
Abstract Dung's Argumentation Framework (AF) has been extended in several directions,
including the possibility of representing uncertainty about the existence of arguments and …

Constraints and changes: A survey of abstract argumentation dynamics

S Doutre, JG Mailly - Argument & Computation, 2018 - content.iospress.com
This paper addresses the issue of the dynamic enforcement of a constraint in an
argumentation system. The system consists in (1) an argumentation framework, made up …

Probabilistic argumentation: A survey

A Hunter, S Polberg, N Potyka, T Rienstra, M Thimm - 2021 - orca.cardiff.ac.uk
Argumentation is inherently pervaded by uncertainty, which can arise as a result of the
context in which argumentation is used, the kinds of agents that are involved in a given …

On the importance of domain-specific explanations in AI-based cybersecurity systems (technical report)

JN Paredes, JCL Teze, GI Simari… - arXiv preprint arXiv …, 2021 - arxiv.org
With the availability of large datasets and ever-increasing computing power, there has been
a growing use of data-driven artificial intelligence systems, which have shown their potential …

Argumentation-based query answering under uncertainty with application to cybersecurity

MA Leiva, AJ García, P Shakarian… - Big Data and Cognitive …, 2022 - mdpi.com
Decision support tools are key components of intelligent sociotechnical systems, and their
successful implementation faces a variety of challenges, including the multiplicity of …

[HTML][HTML] Argument strength in probabilistic argumentation based on defeasible rules

A Hunter - International Journal of Approximate Reasoning, 2022 - Elsevier
It is common for people to remark that a particular argument is a strong (or weak) argument.
Having a handle on the relative strengths of arguments can help in deciding on which …

The HEIC application framework for implementing XAI-based socio-technical systems

JN Paredes, JCL Teze, MV Martinez… - Online Social Networks …, 2022 - Elsevier
The development of data-driven Artificial Intelligence systems has seen successful
application in diverse domains related to social platforms; however, many of these systems …

[HTML][HTML] An argumentation-based reasoner to assist digital investigation and attribution of cyber-attacks

E Karafili, L Wang, EC Lupu - Forensic Science International: Digital …, 2020 - Elsevier
We expect an increase in the frequency and severity of cyber-attacks that comes along with
the need for efficient security countermeasures. The process of attributing a cyber-attack …

Belief revision in structured probabilistic argumentation: Model and application to cyber security

P Shakarian, GI Simari, G Moores, D Paulo… - Annals of Mathematics …, 2016 - Springer
In real-world applications, knowledge bases consisting of all the available information for a
specific domain, along with the current state of affairs, will typically contain contradictory …

Labeled bipolar argumentation frameworks

MGE Gonzalez, MCD Budán, GI Simari… - Journal of Artificial …, 2021 - jair.org
An essential part of argumentation-based reasoning is to identify arguments in favor and
against a statement or query, select the acceptable ones, and then determine whether or not …