{"id":103,"date":"2025-04-16T12:09:58","date_gmt":"2025-04-16T12:09:58","guid":{"rendered":"https:\/\/student.wp.odu.edu\/zcrow002\/?page_id=103"},"modified":"2025-04-16T12:09:58","modified_gmt":"2025-04-16T12:09:58","slug":"career-paper","status":"publish","type":"page","link":"https:\/\/student.wp.odu.edu\/zcrow002\/career-paper\/","title":{"rendered":"Career Paper"},"content":{"rendered":"\n<p>Zineb Crowe<br>April 12th, 2025<br>CYSE201S<\/p>\n\n\n\n<p><br>                                           Social Science Principles in the Cybersecurity analyst role.<\/p>\n\n\n\n<p><br>Introduction<\/p>\n\n\n\n<p><br>Cybersecurity analysts monitor organizations for threats, investigate breaches,<br>and help build defenses of digital assets. However, the technical side is only one aspect<br>of the job. Social science research and principles are also critical for cybersecurity<br>analysts, particularly when dealing with concerns about privacy, marginalized groups,<br>and ethical technology design. A knowledge of social science also enables analysts to<br>better understand human behavior, societal inequalities, and ethical responsibilities,<br>essentially allowing them to undertake their work in more effective and inclusive ways.<\/p>\n\n\n\n<p><br>The Importance of Social Science Principles in the Cybersecurity Analyst Role<\/p>\n\n\n\n<p><br>Cybersecurity analysts rely on social science principles like relativism, ethical<br>neutrality, skepticism, and empiricism. For example, analysts need to be aware that the<br>needs of some groups are different from others: according to relativism, not all users<br>experience technology the same way. Analysts employ ethical neutrality in their<br>investigations, focusing on their jobs without jumping to conclusions about the behavior<br>of users. In addition, skepticism is important. Analysts need to interrogate the<br>assumptions that underpin users\u2019 behavior, the capabilities of security tools, and even<br>the lateral inclusivity of security policies. Some of the most evidence-based routines in<br>daily operations are incident analysis, threat intelligence, and risk assessments.<br>Cybersecurity analysts use data from the real world in ways similar to how social<br>scientists look at research findings and make decisions based on them instead of relying on their intuition.<\/p>\n\n\n\n<p><br>Marginalized Groups and Privacy<\/p>\n\n\n\n<p><br>Cybersecurity analysts\u2019 work has direct implications for marginalized<br>groups, who regularly face disproportionate risks online (Sannon and Forte, 2022).<br>describe in their article that marginalized users, including racial minorities and low-<br>income communities, are more affected by privacy violations and surveillance.<br>Cybersecurity analysts must, therefore, create security protocols and incident response<br>strategies that consider all these vulnerabilities (Privacy International, n.d.).<\/p>\n\n\n\n<p><br>By utilizing frameworks such as Privacy Responses and Costs, analysts can<br>explain the importance of inclusive security practices and make sure protective<br>measures do not inadvertently harm marginalized users. For example, surveillance tools<br>that record \u201csuspicious behavior\u201d must be critically evaluated to prevent reinforcing<br>biases that target members of minority groups disproportionately. Understanding<br>intersectionality, how race, gender, class, and other identities intersect, helps analysts to<br>make sure policies are fair.<\/p>\n\n\n\n<p><br>Applying Social Science in Day-to-Day Cybersecurity Work.<\/p>\n\n\n\n<p><br>Cybersecurity analysts apply social science in their daily work by<br>communicating with diverse stakeholders, educating users on safe online behavior, and<br>ensuring compliance with privacy laws such as GDPR and CCPA. Their role requires<br>strong interpersonal skills, cultural sensitivity, and ethical judgment, all of which are<br>grounded in an education in the social sciences. For example, when developing security<br>awareness programs, cybersecurity analysts need to consider the digital divide. Some<br>marginalized groups have limited access to high-quality cybersecurity education or<br>distrust institutions due to past discrimination. Outreach programs need to be culturally<br>sensitive, accessible, and focused on empowerment rather than fear (Cybersecurity &amp;<br>Infrastructure Security Agency [CISA], n.d.). Cybersecurity analysts contribute to ethical<br>technology design. They engage in cross-disciplinary teamwork with developers and<br>designers to safeguard rather than undermine user privacy in new technologies. They<br>push for features like opt-in data sharing, clear data practices, and safeguards against<br>surveillance, particularly for vulnerable users. Electronic Frontier Foundation [EFF], n.d.)<\/p>\n\n\n\n<p><br>Conclusion<\/p>\n\n\n\n<p><br>Cybersecurity analysts need more than technical skills. They draw deeply from<br>social science principles to defend against malice and keep good people safe in a<br>complicated, often unequal digital world. Using relativism, skepticism, ethical neutrality,<br>and empiricism, analysts can develop more ethical and inclusive security theories. Their<br>work directly affects marginalized groups, intensifying the need for socially aware<br>cybersecurity practices. With the ongoing proliferation of the digital world, the<br>cybersecurity analyst as a protector of privacy, dignity, and equity will become ever<br>more critical.<\/p>\n\n\n\n<p><br>                                                                    Cited Works:<\/p>\n\n\n\n<p><br>&#8211; Sannon, S., &amp; Forte, A. (2022). Privacy Research with Marginalized Groups: What We<br>Know, What&#8217;s Needed, and What&#8217;s Next. Proceedings of the ACM on Human-Computer<br>Interaction, 6(CSCW2), 1\u201330. <a href=\"https:\/\/doi.org\/10.1145\/3555556\">https:\/\/doi.org\/10.1145\/3555556<\/a><\/p>\n\n\n\n<p><br>&#8211; Privacy International. (n.d.). Mass Surveillance. Retrieved April 12, 2025, from<br><a href=\"https:\/\/privacyinternational.org\/learn\/mass-surveillance\">https:\/\/privacyinternational.org\/learn\/mass-surveillance<\/a><\/p>\n\n\n\n<p><br>&#8211; Cybersecurity &amp; Infrastructure Security Agency (CISA). (n.d.). Cybersecurity<br>Awareness Program. Retrieved April 12, 2025, from https:\/\/www.cisa.gov\/resources-<br>tools\/programs\/cisa-cybersecurity-awareness-program<\/p>\n\n\n\n<p><br>&#8211; Electronic Frontier Foundation (EFF). (n.d.). Privacy. Retrieved April 12, 2025, from<br>https:\/\/www.eff.org\/issues\/privacy<\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Zineb CroweApril 12th, 2025CYSE201S Social Science Principles in the Cybersecurity analyst role. Introduction Cybersecurity analysts monitor organizations for threats, investigate breaches,and help build defenses of digital assets. However, the technical side is only one aspectof the job. Social science research&#8230; <a class=\"more-link\" href=\"https:\/\/student.wp.odu.edu\/zcrow002\/career-paper\/\">Continue Reading &rarr;<\/a><\/p>\n","protected":false},"author":30182,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"_links":{"self":[{"href":"https:\/\/student.wp.odu.edu\/zcrow002\/wp-json\/wp\/v2\/pages\/103"}],"collection":[{"href":"https:\/\/student.wp.odu.edu\/zcrow002\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/student.wp.odu.edu\/zcrow002\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/student.wp.odu.edu\/zcrow002\/wp-json\/wp\/v2\/users\/30182"}],"replies":[{"embeddable":true,"href":"https:\/\/student.wp.odu.edu\/zcrow002\/wp-json\/wp\/v2\/comments?post=103"}],"version-history":[{"count":1,"href":"https:\/\/student.wp.odu.edu\/zcrow002\/wp-json\/wp\/v2\/pages\/103\/revisions"}],"predecessor-version":[{"id":104,"href":"https:\/\/student.wp.odu.edu\/zcrow002\/wp-json\/wp\/v2\/pages\/103\/revisions\/104"}],"wp:attachment":[{"href":"https:\/\/student.wp.odu.edu\/zcrow002\/wp-json\/wp\/v2\/media?parent=103"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}