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Automated influence and the challenge of cognitive security

Online:21 September 2020Publication History

ABSTRACT

Advances in AI are powering increasingly precise and widespread computational propaganda, posing serious threats to national security. The military and intelligence communities are starting to discuss ways to engage in this space, but the path forward is still unclear. These developments raise pressing ethical questions, about which existing ethics frameworks are silent. Understanding these challenges through the lens of "cognitive security," we argue, offers a promising approach.

References

  1. Mike Ananny. 2016. Toward an Ethics of Algorithms: Convening, Observation, Probability, and Timeliness. Science, Technology, Human Values 41, 1 (Jan 2016), 93--117. Google ScholarGoogle ScholarCross RefCross Ref
  2. Solon Barocas and Andrew D. Selbst. 2016. Big Data's Disparate Impact. California Law Review 104 (2016), 671--732. Google ScholarGoogle ScholarCross RefCross Ref
  3. Laurie R. Blank. 2017. Media Warfare, Propaganda, and the Law of War. Cambridge University Press, 88--103. Google ScholarGoogle ScholarCross RefCross Ref
  4. Hal Brands. 2016. Paradoxes of the Gray Zone. Technical Report. Foreign Policy Research Institute.Google ScholarGoogle Scholar
  5. Matt Chessen. 2017. The MADCOM Future. Technical Report. The Atlantic Council. http://www.atlanticcouncil.org/images/publications/The_MADCOM_Future_RW_0926.pdfGoogle ScholarGoogle Scholar
  6. CISA. 2018. Foreign Influence Taxonomy. Technical Report. US Cybersecurity and Infrastructure Security Agency. https://www.dhs.gov/sites/default/files/publications/19_0717_cisa_foreign-influence-taxonomy.pdfGoogle ScholarGoogle Scholar
  7. CISA. 2019. The #Protect2020 Initiative. Technical Report. US Cybersecurity and Infrastructure Security Agency. https://www.dhs.gov/cisa/protect2020Google ScholarGoogle Scholar
  8. CISA. 2019. The War on Pineapple. Technical Report. US Cybersecurity and Infrastructure Security Agency. https://www.dhs.gov/sites/default/files/publications/19_0717_cisa_the-war-on-pineapple-understanding-foreign-interference-in-5-steps_0.pdfGoogle ScholarGoogle Scholar
  9. CoFR. 2018. Putin's Asymmetric Assault on Democracy in Russia and Europe: Implications for U.S. National Security. Technical Report. US Senate Committee on Foreign Relations. https://www.foreign.senate.gov/imo/media/doc/SPrt_115-21.pdfGoogle ScholarGoogle Scholar
  10. Jack Corrigan. 2017. Social media is 'First Tool' of 21st-Century Warfare, Lawmaker Says. Nextgov.com (Sep 2017). https://www.nextgov.com/cio-briefing/2017/09/social-media-first-tool-21st-century-warfare-lawmaker-says/141379/Google ScholarGoogle Scholar
  11. David Danks and Joseph H. Danks. 2017. Beyond Machines: Humans in Cyber-operations, Espionage, and Conflict. Oxford University Press, 177--198. Google ScholarGoogle ScholarCross RefCross Ref
  12. Randall R. Dipert. 2010. The Ethics of Cyberwarfare. Journal of Military Ethics 9, 4 (Dec. 2010), 384--410. Google ScholarGoogle ScholarCross RefCross Ref
  13. Randall R. Dipert. 2016. Distinctive Ethical Issues of Cyberwarfare. Oxford University Press, 56--72. Google ScholarGoogle ScholarCross RefCross Ref
  14. DoD. 2015. Cyber Strategy. Technical Report. US DoD. http://www.defense.gov/home/features/2015/0415_cyber-strategy/Final_2015_DoD_CYBER_STRATEGY_for_web.pdfGoogle ScholarGoogle Scholar
  15. DoD. 2018. Cyber Strategy. Technical Report. US DoD. https://media.defense.gov/2018/Sep/18/2002041658/-1/-1/1/CYBER_STRATEGY_SUMMARY_FINAL.PDFGoogle ScholarGoogle Scholar
  16. Batya Friedman and Helen Nissenbaum. 1996. Bias in Computer Systems. ACM Transactions on Information Systems 14, 3 (Jul 1996), 330--347. Google ScholarGoogle ScholarDigital LibraryDigital Library
  17. Vijay Gadde and Yoel Roth. 2018. Enabling further research of information operations on Twitter. https://blog.twitter.com/en_us/topics/company/2018/enabling-further-research-of-information-operations-on-twitter.htmlGoogle ScholarGoogle Scholar
  18. Adam Goldman. 2018. Justice Dept. Accuses Russians of Interfering in Midterm Elections. https://www.nytimes.com/2018/10/19/us/politics/russia-interference-midterm-elections.html?module=inlineGoogle ScholarGoogle Scholar
  19. Michael Gross and Tamar Meisels. 2017. Introduction. In Soft War: The Ethics of Unarmed Conflict. Cambridge University Press.Google ScholarGoogle Scholar
  20. Michael L. Gross. 2017. Proportionate Self-Defense in Unarmed Conflict. Cambridge University Press, 217--232. Google ScholarGoogle ScholarCross RefCross Ref
  21. Matthew Hindman and Vlad Barash. 2018. Disinformation, "Fake News" and Influence Campaigns on Twitter. 62 pages. https://kf-site-production.s3.amazonaws.com/media_elements/files/000/000/238/original/KF-DisinformationReport-final2.pdfGoogle ScholarGoogle Scholar
  22. Peter Holley. 2017. YouTube is tricking people who search for ISIS videos. https://www.washingtonpost.com/news/innovations/wp/2017/07/24/youtube-is-tricking-people-who-search-for-isis-videos/Google ScholarGoogle Scholar
  23. Charlotte Jee. 2019. Twitter and Facebook won't remove false Trump campaign ads about Biden. MIT Technology Review (Oct 2019). https://www.technologyreview.com/f/614549/twitter-and-facebook-wont-remove-false-trump-campaign-ads-about-biden/Google ScholarGoogle Scholar
  24. Kate Klonick. 2018. The New Governors: The People, Rules, and Processes Governing Online Speech. Harvard Law Review 131 (2018), 73.Google ScholarGoogle Scholar
  25. Seth Lazar. 2017. War. Stanford Encyclopedia of Philosophy (2017). https://plato.stanford.edu/archives/spr2017/entries/war/Google ScholarGoogle Scholar
  26. Kalev Leetaru. 2017. The backfire effect and why Facebook's 'Fake News' warning gets it all wrong. https://www.forbes.com/sites/kalevleetaru/2017/03/23/the-backfire-effect-and-why-facebooks-fake-news-warning-gets-it-all-wrong/Google ScholarGoogle Scholar
  27. Cristiano Lima. 2019. Facebook, Twitter take down disinformation campaigns linked to Iran, Russia, Venezuela. https://politi.co/2G1gNQGGoogle ScholarGoogle Scholar
  28. Jon R. Lindsay and Erik Gertzke (Eds.). 2019. Cross-Domain Deterrence. Oxford University press.Google ScholarGoogle Scholar
  29. Ryan Lucas. 2018. New Reports Detail Expansive Russia Disinformation Scheme Targeting U.S. (Dec 2018). https://www.npr.org/2018/12/17/677390345/new-reports-detail-expansive-russia-disinformation-scheme-targeting-u-sGoogle ScholarGoogle Scholar
  30. Alice Marwick and Rebecca Lewis. 2017. Media Manipulation and Disinformation Online. 106 pages.Google ScholarGoogle Scholar
  31. M. Mazarr, A. Casey, A. Demus, S. Harold, L. Matthews, N. Beauchamp-Mustafaga, and J. Sladden. 2019. Hostile Social Manipulation: Present Realities and Emerging Trends. (2019). https://www.rand.org/pubs/research_reports/RR2713.htmlGoogle ScholarGoogle Scholar
  32. Brent Daniel Mittelstadt, Patrick Allo, Mariarosaria Taddeo, Sandra Wachter, and Luciano Floridi. 2016. The Ethics of Algorithms. Big Data Society 3, 2 (Dec 2016).Google ScholarGoogle ScholarCross RefCross Ref
  33. MWI. 2018. Rule of Law in the Gray Zone. Technical Report. Modern War Institute. https://mwi.usma.edu/rule-law-gray-zone/Google ScholarGoogle Scholar
  34. Anthony Nadler, Matthew Crain, and Joan Donovan. 2018. Weaponizing the Digital Influence Machine: The Political Perils of Online Ad Tech. 47 pages. https://datasociety.net/wp-content/uploads/2018/10/DS_Digital_Influence_Machine.pdfGoogle ScholarGoogle Scholar
  35. Helen Nissenbaum. 2005. Where Computer Security Meets National Security. Ethics and Information Technology 7, 2 (Jun 2005), 61--73. Google ScholarGoogle ScholarDigital LibraryDigital Library
  36. Eli Pariser. 2011. The Filter Bubble: What the Internet Is Hiding from You. Penguin Press. http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=1118322Google ScholarGoogle Scholar
  37. Frank Pasquale. 2015. The Black Box Society: The Secret Algorithms That Control Money and Information. Harvard University Press.Google ScholarGoogle ScholarDigital LibraryDigital Library
  38. Neil Postman. 2006. Amusing Ourselves to Death: Public Discourse in the Age of Show Business (20th anniversary ed ed.). Penguin Books.Google ScholarGoogle Scholar
  39. Associated Press. 2020. U.S. military adopts new ethics principles for using AI in war. https://www.latimes.com/world-nation/story/2020-02-24/pentagon-adopts-new-ethical-principles-for-using-ai-in-warGoogle ScholarGoogle Scholar
  40. Elspeth Reeve. 2013. Americans finally have access to American propaganda. https://www.theatlantic.com/politics/archive/2013/07/americans-finally-have-access-american-propaganda/313305/Google ScholarGoogle Scholar
  41. Heather M. Roff and David Danks. 2018. "Trust but Verify": The Difficulty of Trusting Autonomous Weapons Systems. Journal of Military Ethics 17, 1 (Jan 2018), 2--20. Google ScholarGoogle ScholarCross RefCross Ref
  42. Kevin Roose. 2018. Facebook Grapples With a Maturing Adversary in Election Meddling. https://www.nytimes.com/2018/08/01/technology/facebook-trolls-midterm-elections.html?module=inlineGoogle ScholarGoogle Scholar
  43. Gabe Rottman. 2012. New government "propaganda" bill a positive step for First Amendment. https://www.aclu.org/blog/free-speech/new-government-propaganda-bill-positive-step-first-amendmentGoogle ScholarGoogle Scholar
  44. Cheyney Ryan. 2016. Pacifism. In The Oxford Handbook of Ethics of War, Seth Lazar and Helen Frowe (Eds.). Oxford University Press, Oxford. Google ScholarGoogle ScholarCross RefCross Ref
  45. Peter Schoomaker. 2005. Field Manual No. 3-05.30: Psychological Operations. Technical Report. US Army. https://fas.org/irp/doddir/army/fm3-05-30.pdfGoogle ScholarGoogle Scholar
  46. Deepa Seetharaman. 2017. Facebook drowns out faek news with more information. https://www.wsj.com/articles/facebook-drowns-out-fake-news-with-more-information-1501754403Google ScholarGoogle Scholar
  47. Chengcheng Shao, Giovanni Luca Ciampaglia, Onur Varol, Kai-Cheng Yang, Alessandro Flammini, and Filippo Menczer. 2018. The spread of low-credibility content by social bots. Nature Communications 9, 1 (Nov 2018). Google ScholarGoogle ScholarCross RefCross Ref
  48. Daniel J. Solove. 2011. Nothing to Hide: The False Tradeoff Between Privacy and Security. Yale University Press.Google ScholarGoogle Scholar
  49. Colin Stretch. 2017. Social Media Influence in the 2016 U.S. Election. Hearing before the United States Senate, Committee on the Judiciary, Subcommittee on Crime and Terrorism.Google ScholarGoogle Scholar
  50. Daniel Susser, Beate Roessler, and Helen Nissenbaum. 2018. Online Manipulation: Hidden Influences in a Digital World. SSRN (2018). https://papers.ssrn.com/abstract=3306006Google ScholarGoogle Scholar
  51. Mariarosaria Taddeo. 2012. Information Warfare: A Philosophical Perspective. Philosophy & Technology 25, 1 (March 2012), 105--120. Google ScholarGoogle ScholarCross RefCross Ref
  52. Mariarosaria Taddeo. 2016. Just Information Warfare. Topoi 35, 1 (April 2016), 213--224. Google ScholarGoogle ScholarCross RefCross Ref
  53. Christopher Telley. 2018. The Influence Machine: Automated Information Operations as a Strategic Defeat Mechanism. Technical Report 121. The Institute of Land Warfare, Arlington, VA. 23 pages.Google ScholarGoogle Scholar
  54. Catherine Theohary. 2018. Information Warfare: Issues for Congress. https://fas.org/sgp/crs/natsec/R45142.pdfGoogle ScholarGoogle Scholar
  55. Mac Thornberry. 2012. The Smith-Mundt Modernization Act of 2012 (H.R. 5736). https://www.govinfo.gov/content/pkg/BILLS-112hr5736ih/pdf/BILLS-112hr5736ih.pdfGoogle ScholarGoogle Scholar
  56. Jared Tracy. 2018. 100 years of subterfuge: the history of Army psychological operations. https://www.army.mil/article/199431/100_years_of_subterfuge_the_history_of_army_psychological_operationsGoogle ScholarGoogle Scholar
  57. Zeynep Tufekci. 2014. Engineering the Public: Big Data, Surveillance and Computational Politics. First Monday 19, 7 (Jul 2014). http://firstmonday.org/ojs/index.php/fm/article/view/4901Google ScholarGoogle Scholar
  58. USSOCOM. 2018. Defining Gray Zone Challenges. Technical Report. US Special Operations Command.Google ScholarGoogle Scholar
  59. Siva Vaidhyanathan. 2018. Antisocial Media: How Facebook Disconnects Us and Undermines Democracy. Oxford University Press.Google ScholarGoogle Scholar
  60. Rand Waltzman. April 2017. The Weaponization of Information: The Need for Cognitive Security.Google ScholarGoogle Scholar
  61. Michael Walzer. 2006. Just and Unjust Wars: A Moral Argument with Historical Illustrations (4th ed ed.). Basic Books, New York. OCLC: ocm71165547.Google ScholarGoogle Scholar
  62. Tim Wu. 2016. The Attention Merchants: The Epic Scramble to Get Inside Our Heads (first edition ed.). Alfred A. Knopf.Google ScholarGoogle Scholar
  63. Karen Yeung. 2017. Hypernudge: Big Data as a Mode of Regulation by Design. Information, Communication Society 20, 1 (Jan 2017), 118--136. Google ScholarGoogle ScholarCross RefCross Ref
  64. Frederik J. Zuiderveen Borgesius, Damian Trilling, Judith Möller, Balázs Bodó, Claes H. De Vreese, and Natali Helberger. 2016. Should We Worry About Filter Bubbles? Internet Policy Review (2016). Google ScholarGoogle ScholarCross RefCross Ref

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        ACM Other conferences cover image
        HotSoS '20: Proceedings of the 7th Symposium on Hot Topics in the Science of Security
        September 2020
        189 pages
        ISBN:9781450375610
        DOI:10.1145/3384217

        Copyright © 2020 ACM

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        Association for Computing Machinery

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        • Online: 21 September 2020

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