Sarker et al., 2024 - Google Patents
Explainable AI for cybersecurity automation, intelligence and trustworthiness in digital twin: Methods, taxonomy, challenges and prospectsSarker et al., 2024
View HTML- Document ID
- 14637324682512468693
- Author
- Sarker I
- Janicke H
- Mohsin A
- Gill A
- Maglaras L
- Publication year
- Publication venue
- ICT Express
External Links
Snippet
Digital twins (DTs) are an emerging digitalization technology with a huge impact on today's innovations in both industry and research. DTs can significantly enhance our society and quality of life through the virtualization of a real-world physical system, providing greater …
- 238000000034 method 0 title abstract description 159
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING; COUNTING
- G06F—ELECTRICAL DIGITAL DATA PROCESSING
- G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
- G06F17/30—Information retrieval; Database structures therefor; File system structures therefor
- G06F17/30286—Information retrieval; Database structures therefor; File system structures therefor in structured data stores
- G06F17/30587—Details of specialised database models
- G06F17/30592—Multi-dimensional databases and data warehouses, e.g. MOLAP, ROLAP
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING; COUNTING
- G06F—ELECTRICAL DIGITAL DATA PROCESSING
- G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
- G06F17/30—Information retrieval; Database structures therefor; File system structures therefor
- G06F17/30286—Information retrieval; Database structures therefor; File system structures therefor in structured data stores
- G06F17/30587—Details of specialised database models
- G06F17/30595—Relational databases
- G06F17/30598—Clustering or classification
- G06F17/30601—Clustering or classification including cluster or class visualization or browsing
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING; COUNTING
- G06F—ELECTRICAL DIGITAL DATA PROCESSING
- G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
- G06F17/30—Information retrieval; Database structures therefor; File system structures therefor
- G06F17/30286—Information retrieval; Database structures therefor; File system structures therefor in structured data stores
- G06F17/30587—Details of specialised database models
- G06F17/30595—Relational databases
- G06F17/30604—Entity relationship models
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING; COUNTING
- G06N—COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N99/00—Subject matter not provided for in other groups of this subclass
- G06N99/005—Learning machines, i.e. computer in which a programme is changed according to experience gained by the machine itself during a complete run
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING; COUNTING
- G06N—COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N5/00—Computer systems utilising knowledge based models
- G06N5/02—Knowledge representation
- G06N5/022—Knowledge engineering, knowledge acquisition
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING; COUNTING
- G06N—COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N5/00—Computer systems utilising knowledge based models
- G06N5/04—Inference methods or devices
- G06N5/043—Distributed expert systems, blackboards
Similar Documents
Publication | Publication Date | Title |
---|---|---|
De Azambuja et al. | Artificial intelligence-based cyber security in the context of industry 4.0—a survey | |
Alwahedi et al. | Machine learning techniques for IoT security: Current research and future vision with generative AI and large language models | |
Capuano et al. | Explainable artificial intelligence in cybersecurity: A survey | |
Al-Mhiqani et al. | A new intelligent multilayer framework for insider threat detection | |
Janeja | Data analytics for cybersecurity | |
Sarker et al. | Explainable AI for cybersecurity automation, intelligence and trustworthiness in digital twin: Methods, taxonomy, challenges and prospects | |
Sarker | Multi‐aspects AI‐based modeling and adversarial learning for cybersecurity intelligence and robustness: A comprehensive overview | |
Kotenko et al. | Systematic literature review of security event correlation methods | |
Kheddar et al. | Deep transfer learning for intrusion detection in industrial control networks: A comprehensive review | |
US8793790B2 (en) | System and method for insider threat detection | |
Inuwa et al. | A comparative analysis of various machine learning methods for anomaly detection in cyber attacks on IoT networks | |
Levshun et al. | A survey on artificial intelligence techniques for security event correlation: models, challenges, and opportunities | |
Sarker et al. | Multi-aspect rule-based AI: Methods, taxonomy, challenges and directions toward automation, intelligence and transparent cybersecurity modeling for critical infrastructures | |
Alsowail et al. | Empirical detection techniques of insider threat incidents | |
Zhao et al. | Cyber threat prediction using dynamic heterogeneous graph learning | |
Kothamali et al. | Challenges in Applying ML to Cybersecurity | |
Paredes et al. | On the importance of domain-specific explanations in AI-based cybersecurity systems (technical report) | |
Mahboubi et al. | Evolving techniques in cyber threat hunting: A systematic review | |
Pritee et al. | Machine learning and deep learning for user authentication and authorization in cybersecurity: A state-of-the-art review | |
Harahsheh et al. | A survey of using machine learning in IoT security and the challenges faced by researchers | |
Al-Hawawreh et al. | Explainable deep learning for attack intelligence and combating cyber–physical attacks | |
Arjunan | Fraud Detection in NoSQL Database Systems Using Advanced Machine Learning | |
Masud et al. | Explainable Artificial Intelligence for Resilient Security Applications in the Internet of Things | |
Asmar et al. | Integrating machine learning for sustaining cybersecurity in digital banks | |
Rajasekar et al. | Security analytics |