An OSINT Approach to Automated Asset Discovery and Monitoring

Bibliographic Details
Main Author: Pedro Daniel Carvalho de Sousa Rodrigues
Publication Date: 2019
Format: Master thesis
Language: eng
Source: Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
Download full: https://hdl.handle.net/10216/119207
Summary: The main objective of this thesis is to improve the efficiency of security operations centersthrough the articulation of different publicly open sources of security related feeds. This ischallenging because of the different abstraction models of the feeds that need to be madecompatible, of the range of control values that each data source can have and that will impactthe security events, and of the scalability of computational and networking resources that arerequired to collect security events.Following the industry standards proposed by the literature (OSCP guide, PTES andOWASP), the detection of hosts and sub-domains using an articulation of several sources isregarded as the first interaction in an engagement. This first interaction often misses somesources that could allow the disclosure of more assets. This became important since networkshave scaled up to the cloud, where IP address range is not owned by the company, andimportant applications are often shared within the same IP, like the example of Virtual Hoststo host several application in the same server.We will focus on the first step of any engagement, the enumeration of the target network.Attackers often use several techniques to enumerate the target to discover vulnerable services.This enumeration could be improved by the addition of several other sources and techniquesthat are often left aside from the literature. Also, by creating an automated process it ispossible for security operation centers to discover these assets and map the applicationsin use to keep track of said vulnerabilities using OSINT techniques and publicly availablesolutions, before the attackers try to exploit the service. This gives a vision of the Internetfacing services often seen by attackers without querying the service directly evading thereforedetection. This research is in frame with the complete engagement process and should beintegrate in already built solutions, therefore the results should be able to connect to additionalapplications in order to reach forward in the engagement process.By addressing these challenges we expect to come in great aid of sysadmin and securityteams, helping them with the task of securing their assets and ensuring security cleanlinessof the enterprise resulting in a better policy compliance without ever connecting to the clienthosts.
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spelling An OSINT Approach to Automated Asset Discovery and MonitoringEngenharia electrotécnica, electrónica e informáticaElectrical engineering, Electronic engineering, Information engineeringThe main objective of this thesis is to improve the efficiency of security operations centersthrough the articulation of different publicly open sources of security related feeds. This ischallenging because of the different abstraction models of the feeds that need to be madecompatible, of the range of control values that each data source can have and that will impactthe security events, and of the scalability of computational and networking resources that arerequired to collect security events.Following the industry standards proposed by the literature (OSCP guide, PTES andOWASP), the detection of hosts and sub-domains using an articulation of several sources isregarded as the first interaction in an engagement. This first interaction often misses somesources that could allow the disclosure of more assets. This became important since networkshave scaled up to the cloud, where IP address range is not owned by the company, andimportant applications are often shared within the same IP, like the example of Virtual Hoststo host several application in the same server.We will focus on the first step of any engagement, the enumeration of the target network.Attackers often use several techniques to enumerate the target to discover vulnerable services.This enumeration could be improved by the addition of several other sources and techniquesthat are often left aside from the literature. Also, by creating an automated process it ispossible for security operation centers to discover these assets and map the applicationsin use to keep track of said vulnerabilities using OSINT techniques and publicly availablesolutions, before the attackers try to exploit the service. This gives a vision of the Internetfacing services often seen by attackers without querying the service directly evading thereforedetection. This research is in frame with the complete engagement process and should beintegrate in already built solutions, therefore the results should be able to connect to additionalapplications in order to reach forward in the engagement process.By addressing these challenges we expect to come in great aid of sysadmin and securityteams, helping them with the task of securing their assets and ensuring security cleanlinessof the enterprise resulting in a better policy compliance without ever connecting to the clienthosts.2019-02-152019-02-15T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisapplication/pdfhttps://hdl.handle.net/10216/119207TID:202396517engPedro Daniel Carvalho de Sousa Rodriguesinfo:eu-repo/semantics/openAccessreponame:Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)instname:FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiainstacron:RCAAP2025-02-27T20:01:29Zoai:repositorio-aberto.up.pt:10216/119207Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireinfo@rcaap.ptopendoar:https://opendoar.ac.uk/repository/71602025-05-28T23:44:38.938859Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) - FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiafalse
dc.title.none.fl_str_mv An OSINT Approach to Automated Asset Discovery and Monitoring
title An OSINT Approach to Automated Asset Discovery and Monitoring
spellingShingle An OSINT Approach to Automated Asset Discovery and Monitoring
Pedro Daniel Carvalho de Sousa Rodrigues
Engenharia electrotécnica, electrónica e informática
Electrical engineering, Electronic engineering, Information engineering
title_short An OSINT Approach to Automated Asset Discovery and Monitoring
title_full An OSINT Approach to Automated Asset Discovery and Monitoring
title_fullStr An OSINT Approach to Automated Asset Discovery and Monitoring
title_full_unstemmed An OSINT Approach to Automated Asset Discovery and Monitoring
title_sort An OSINT Approach to Automated Asset Discovery and Monitoring
author Pedro Daniel Carvalho de Sousa Rodrigues
author_facet Pedro Daniel Carvalho de Sousa Rodrigues
author_role author
dc.contributor.author.fl_str_mv Pedro Daniel Carvalho de Sousa Rodrigues
dc.subject.por.fl_str_mv Engenharia electrotécnica, electrónica e informática
Electrical engineering, Electronic engineering, Information engineering
topic Engenharia electrotécnica, electrónica e informática
Electrical engineering, Electronic engineering, Information engineering
description The main objective of this thesis is to improve the efficiency of security operations centersthrough the articulation of different publicly open sources of security related feeds. This ischallenging because of the different abstraction models of the feeds that need to be madecompatible, of the range of control values that each data source can have and that will impactthe security events, and of the scalability of computational and networking resources that arerequired to collect security events.Following the industry standards proposed by the literature (OSCP guide, PTES andOWASP), the detection of hosts and sub-domains using an articulation of several sources isregarded as the first interaction in an engagement. This first interaction often misses somesources that could allow the disclosure of more assets. This became important since networkshave scaled up to the cloud, where IP address range is not owned by the company, andimportant applications are often shared within the same IP, like the example of Virtual Hoststo host several application in the same server.We will focus on the first step of any engagement, the enumeration of the target network.Attackers often use several techniques to enumerate the target to discover vulnerable services.This enumeration could be improved by the addition of several other sources and techniquesthat are often left aside from the literature. Also, by creating an automated process it ispossible for security operation centers to discover these assets and map the applicationsin use to keep track of said vulnerabilities using OSINT techniques and publicly availablesolutions, before the attackers try to exploit the service. This gives a vision of the Internetfacing services often seen by attackers without querying the service directly evading thereforedetection. This research is in frame with the complete engagement process and should beintegrate in already built solutions, therefore the results should be able to connect to additionalapplications in order to reach forward in the engagement process.By addressing these challenges we expect to come in great aid of sysadmin and securityteams, helping them with the task of securing their assets and ensuring security cleanlinessof the enterprise resulting in a better policy compliance without ever connecting to the clienthosts.
publishDate 2019
dc.date.none.fl_str_mv 2019-02-15
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