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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| Format: | Article |
| Language: | English |
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MDPI AG
2023-08-01
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| Series: | Information |
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| Online Access: | https://www.mdpi.com/2078-2489/14/9/477 |
| _version_ | 1797579606211952640 |
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| author | Konstantinos Demertzis Konstantinos Rantos Lykourgos Magafas Charalabos Skianis Lazaros Iliadis |
| author_facet | Konstantinos Demertzis Konstantinos Rantos Lykourgos Magafas Charalabos Skianis Lazaros Iliadis |
| author_sort | Konstantinos Demertzis |
| collection | DOAJ |
| description | 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. |
| first_indexed | 2024-03-10T22:38:35Z |
| format | Article |
| id | doaj.art-c3e723a9db1d48a6bf6c39b42828598f |
| institution | Directory Open Access Journal |
| issn | 2078-2489 |
| language | English |
| last_indexed | 2024-03-10T22:38:35Z |
| publishDate | 2023-08-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Information |
| spelling | doaj.art-c3e723a9db1d48a6bf6c39b42828598f2023-11-19T11:13:48ZengMDPI AGInformation2078-24892023-08-0114947710.3390/info14090477A Secure and Privacy-Preserving Blockchain-Based XAI-Justice SystemKonstantinos Demertzis0Konstantinos Rantos1Lykourgos Magafas2Charalabos Skianis3Lazaros Iliadis4Department of Computer Science, School of Science, Kavala Campus, International Hellenic University, 65404 Kavala, GreeceDepartment of Computer Science, School of Science, Kavala Campus, International Hellenic University, 65404 Kavala, GreeceDepartment of Physics, School of Science, Kavala Campus, International Hellenic University, 65404 Kavala, GreeceDepartment of Information and Communication Systems Engineering, School of Engineering, University of Aegean, 83200 Samos, GreeceDepartment of Civil Engineering, School of Engineering, Democritus University of Thrace, 67100 Xanthi, GreecePursuing “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.https://www.mdpi.com/2078-2489/14/9/477justice systemblockchaindifferential privacyhomomorphic encryptionexplainable artificial intelligenceChatGPT |
| spellingShingle | Konstantinos Demertzis Konstantinos Rantos Lykourgos Magafas Charalabos Skianis Lazaros Iliadis A Secure and Privacy-Preserving Blockchain-Based XAI-Justice System Information justice system blockchain differential privacy homomorphic encryption explainable artificial intelligence ChatGPT |
| title | A Secure and Privacy-Preserving Blockchain-Based XAI-Justice System |
| title_full | A Secure and Privacy-Preserving Blockchain-Based XAI-Justice System |
| title_fullStr | A Secure and Privacy-Preserving Blockchain-Based XAI-Justice System |
| title_full_unstemmed | A Secure and Privacy-Preserving Blockchain-Based XAI-Justice System |
| title_short | A Secure and Privacy-Preserving Blockchain-Based XAI-Justice System |
| title_sort | secure and privacy preserving blockchain based xai justice system |
| topic | justice system blockchain differential privacy homomorphic encryption explainable artificial intelligence ChatGPT |
| url | https://www.mdpi.com/2078-2489/14/9/477 |
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