2020Unpublished venueRequires access

Exploring hackers assets

Mohammad Al-Ramahi, Izzat Alsmadi, Joshua Davenport

Open publisher page 11 citations

Abstract

The need to develop actionable intelligence that is proactive is very critical to current security controls and systems. Hackers and hacking techniques continue to grow and become more sophisticated. As such Security teams start to adopt proactive and offensive approaches within hackers' territories. In this scope, we proposed a systematic approach to automatically extract "topics of interest, ToI" from hackers' websites. Those can eventually be used as inputs to actionable security controls or Indicators of Compromise (IOS) collectors. As a showcase, we selected the hackers' news website "CrackingFire". ToI can be integrated into Indicators of Compromise (IoC) and once correlated with other signs of attacks from those IoC will trigger further cybersecurity offense or defense actions. We also developed our own dark web crawler and evaluate extracting ToIs. We observed the types of challenges in both the crawling and the processing stages.

About this research paper

What this paper is about

The need to develop actionable intelligence that is proactive is very critical to current security controls and systems. Hackers and hacking techniques continue to grow and become more sophisticated. As such Security teams start to adopt proactive and offensive approaches within hackers' territories. In this scope, we proposed a systematic approach to automatically extract "topics of interest, ToI" from hackers' websites. Those can eventually be used as inputs to actionable security controls or Indicators of Compromise (IOS) collectors. As a showcase, we selected the hackers' news website "CrackingFire". ToI can be integrated into Indicators of Compromise (IoC) and once correlated with other signs of attacks from those IoC will trigger further cybersecurity offense or defense actions. We also developed our own dark web crawler and evaluate extracting ToIs. We observed the types of challenges in both the crawling and the processing stages.

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OpenAlex reports 11 citations for this work. Citation counts describe recorded attention and do not establish research quality.

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Available abstract

The need to develop actionable intelligence that is proactive is very critical to current security controls and systems. Hackers and hacking techniques continue to grow and become more sophisticated. As such Security teams start to adopt proactive and offensive approaches within hackers' territories. In this scope, we proposed a systematic approach to automatically extract "topics of interest, ToI" from hackers' websites. Those can eventually be used as inputs to actionable security controls or Indicators of Compromise (IOS) collectors. As a showcase, we selected the hackers' news website "CrackingFire". ToI can be integrated into Indicators of Compromise (IoC) and once correlated with other signs of attacks from those IoC will trigger further cybersecurity offense or defense actions. We also developed our own dark web crawler and evaluate extracting ToIs. We observed the types of challenges in both the crawling and the processing stages.

Key concepts: Hacker, Compromise, Computer security, Computer science, Offensive, Scope (computer science), Web crawler, Internet privacy

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