A Secure and Privacy-Preserving Blockchain-Based XAI-Justice System

Pursuing “intelligent justice” necessitates an impartial, productive, and technologically driven methodology for judicial determinations. This scholarly composition proposes a framework that harnesses Artificial Intelligence (AI) innovations such as Natural Language Processing (NLP), ChatGPT, ontolo...

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Bibliographic Details
Published in:Information (Basel) 2023-09, Vol.14 (9), p.477
Main Authors: Demertzis, Konstantinos, Rantos, Konstantinos, Magafas, Lykourgos, Skianis, Charalabos, Iliadis, Lazaros
Format: Article
Language:English
Subjects:
Accountability
Algorithms
Artificial intelligence
Bias
Blockchain
ChatGPT
Collaboration
Compliance
Computational linguistics
Cryptography
Data security
Decision making
differential privacy
Explainable artificial intelligence
Feedback
General Data Protection Regulation
Greece
Harnesses
homomorphic encryption
justice system
Justice, Administration of
Language processing
Legal documents
Literature reviews
Natural language interfaces
Natural language processing
Privacy
Professional ethics
Review boards
Semantic web
Transparency
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Summary:Pursuing “intelligent justice” necessitates an impartial, productive, and technologically driven methodology for judicial determinations. This scholarly composition proposes a framework that harnesses Artificial Intelligence (AI) innovations such as Natural Language Processing (NLP), ChatGPT, ontological alignment, and the semantic web, in conjunction with blockchain and privacy techniques, to examine, deduce, and proffer recommendations for the administration of justice. Specifically, through the integration of blockchain technology, the system affords a secure and transparent infrastructure for the management of legal documentation and transactions while preserving data confidentiality. Privacy approaches, including differential privacy and homomorphic encryption techniques, are further employed to safeguard sensitive data and uphold discretion. The advantages of the suggested framework encompass heightened efficiency and expediency, diminished error propensity, a more uniform approach to judicial determinations, and augmented security and privacy. Additionally, by utilizing explainable AI methodologies, the ethical and legal ramifications of deploying intelligent algorithms and blockchain technologies within the legal domain are scrupulously contemplated, ensuring a secure, efficient, and transparent justice system that concurrently protects sensitive information upholds privacy.
ISSN:2078-2489
2078-2489
DOI:10.3390/info14090477