[go: up one dir, main page]

Hamzic et al., 2025 - Google Patents

Enhancing cyber situational awareness with ai: A novel pipeline approach for threat intelligence analysis and enrichment

Hamzic et al., 2025

View HTML
Document ID
6762939207254268537
Author
Hamzic D
Skopik F
Landauer M
Wurzenberger M
Rauber A
Publication year
Publication venue
International Conference on Availability, Reliability and Security

External Links

Snippet

Abstract Cyber Situational Awareness (CSA) is crucial for understanding and anticipating developments across diverse domains. This paper introduces a novel approach employing advanced Artificial Intelligence (AI) and Natural Language Processing (NLP) techniques to …
Continue reading at link.springer.com (HTML) (other versions)

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
    • G06F17/30861—Retrieval from the Internet, e.g. browsers
    • G06F17/30864—Retrieval from the Internet, e.g. browsers by querying, e.g. search engines or meta-search engines, crawling techniques, push systems
    • G06F17/30867—Retrieval from the Internet, e.g. browsers by querying, e.g. search engines or meta-search engines, crawling techniques, push systems with filtering and personalisation
    • 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
    • G06F17/30386—Retrieval requests
    • G06F17/30424—Query processing
    • 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
    • G06F17/3061—Information retrieval; Database structures therefor; File system structures therefor of unstructured textual data
    • G06F17/30634—Querying
    • 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
    • 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
    • G06F17/3061—Information retrieval; Database structures therefor; File system structures therefor of unstructured textual data
    • G06F17/30705—Clustering or classification
    • G06F17/3071—Clustering or classification including class or cluster creation or modification
    • 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
    • G06F17/20—Handling natural language data
    • G06F17/27—Automatic analysis, e.g. parsing
    • G06F17/2765—Recognition
    • 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
    • G06F17/20—Handling natural language data
    • G06F17/21—Text processing
    • G06F17/22—Manipulating or registering by use of codes, e.g. in sequence of text characters
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06F—ELECTRICAL DIGITAL DATA PROCESSING
    • G06F21/00—Security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
    • G06F21/60—Protecting data
    • G06F21/62—Protecting access to data via a platform, e.g. using keys or access control rules
    • G06F21/6218—Protecting access to data via a platform, e.g. using keys or access control rules to a system of files or objects, e.g. local or distributed file system or database
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06Q—DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00—Administration; Management
    • G06Q10/06—Resources, workflows, human or project management, e.g. organising, planning, scheduling or allocating time, human or machine resources; Enterprise planning; Organisational models
    • G06Q10/063—Operations research or analysis
    • 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
    • G06Q—DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00—Administration; Management
    • G06Q10/10—Office automation, e.g. computer aided management of electronic mail or groupware; Time management, e.g. calendars, reminders, meetings or time accounting

Similar Documents

Publication Publication Date Title
Evangelista et al. Systematic literature review to investigate the application of open source intelligence (OSINT) with artificial intelligence
Goswami et al. A survey of event detection techniques in online social networks
Ghioni et al. Open source intelligence and AI: a systematic review of the GELSI literature
Middleton et al. Geoparsing and geosemantics for social media: Spatiotemporal grounding of content propagating rumors to support trust and veracity analysis during breaking news
Andrews et al. Organised crime and social media: a system for detecting, corroborating and visualising weak signals of organised crime online
Yin et al. Digital forensics in the age of large language models
Alturkistani et al. Artificial intelligence and large language models in advancing cyber threat intelligence: A systematic literature review
Li et al. Cybersecurity knowledge graphs construction and quality assessment
Jayaram et al. AI-Driven Content Intelligence in Higher Education: Transforming Institutional Knowledge Management
US20070113292A1 (en) Automated rule generation for a secure downgrader
Fernandez‐Basso et al. An AI knowledge‐based system for police assistance in crime investigation
Deka et al. Attacker: towards enhancing cyber-attack attribution with a named entity recognition dataset
Bäumer et al. Towards authority-dependent risk identification and analysis in online networks
Sonkor et al. Using ChatGPT in construction projects: Unveiling its cybersecurity risks through a bibliometric analysis
Gandhi RAG-Driven Cybersecurity Intelligence: Leveraging Semantic Search for Improved Threat Detection
Pradhan et al. Getting the data in shape for your process mining analysis: An in-depth analysis of the pre-analysis stage
Kucsván et al. Inferring recovery steps from cyber threat intelligence reports
Krishnamurthy et al. Yours truly: A credibility framework for effortless LLM-powered fact checking
Tanksale Cyber threat hunting using large language models
Di Martino et al. Machine learning, big data analytics and natural language processing techniques with application to social media analysis for energy communities
Hamzic et al. Enhancing cyber situational awareness with ai: A novel pipeline approach for threat intelligence analysis and enrichment
Aviad et al. Cyber treat intelligence modeling
Pastor et al. Scanning of open data for detection of emerging organized crime threats—the ePOOLICE project
Hassan et al. Automation in Web Data Extraction: Opportunities, Challenges, and Ethical Considerations
Chen et al. EnhanceCTI: Enhanced semantic filtering and feature extraction framework for industry-specific cyber threat intelligence