What question did this study set out to answer?

Summarize the current state, tools, techniques, and applications of open-source intelligence (OSINT) in cyber security and identify future pathways for autonomous analytical models.

March 15, 2023Artificial Intelligence ReviewOpen Access

Open-source intelligence: a comprehensive review of the current state, applications and future perspectives in cyber security

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Authors

AYAshok YadavIndian Institute of Information Technology Allahabad AKAtul KumarChandigarh University VSVrijendra SinghIndian Institute of Information Technology Allahabad

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Implication

Comprehensive review uncovers applications of open-source intelligence across digital forensics and threat detection, highlighting the need for autonomous machine learning models.

Key Points

Summarize the current state, tools, techniques, and applications of open-source intelligence (OSINT) in cyber security and identify future pathways for autonomous analytical models.
Reviewed open-source intelligence collection techniques across web archives, public databases, and social media platforms including Facebook, Twitter, and Telegram.
Surveyed modern OSINT applications spanning national security, criminal profiling, cyber threat intelligence, and digital forensics.
Evaluated computational frameworks utilizing artificial intelligence, machine learning, and deep learning for processing publicly accessible intelligence.
Demonstrated that OSINT tools effectively aggregate publicly accessible threat indicators to aid digital forensics and national security operations.
Showed that existing intelligence-gathering techniques increasingly rely on machine learning and deep learning to automate large-scale social media analysis.
Identified critical gaps in data volume handling, underscoring the necessity of developing autonomous AI models for real-time cybercrime mitigation.

Cite This Study

Yadav et al. (2023) studied this question.

synapsesocial.com/papers/6a8c8b283d07a3df4afdf62e https://doi.org/10.1007/s10462-023-10454-y

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Implication

Comprehensive review uncovers applications of open-source intelligence across digital forensics and threat detection, highlighting the need for autonomous machine learning models.

Open-source intelligence: a comprehensive review of the current state, applications and future perspectives in cyber security

Discussion

Member takes

Implication

Key Points

Cite This Study

Open-source intelligence: a comprehensive review of the current state, applications and future perspectives in cyber security

Discussion

Member takes

Implication

Key Points

Cite This Study

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