Autonomous weapon systems and IHL compliance: A constrained legal optimisation problem

Australia’s System of Control and Applications for Autonomous Weapon Systems. (2019). Group of Governmental Experts on Emerging Technologies in the Area of Lethal Autonomous Weapons Systems. CCW/GGE.1/2019/WP.2/Rev.1. Australia’s System of Control and Applications for Autonomous Weapon Systems . ( 2019 ). Group of Governmental Experts on Emerging Technologies in the Area of Lethal Autonomous Weapons Systems . CCW/GGE.1/2019/WP.2/Rev.1 . Search in Google Scholar

Bach, T. A., Khan, A., Hallock, H., Beltrão, G., & Sousa, S. (2022). A systematic literature review of user trust in AI-enabled systems: An HCI perspective. International Journal of Human–Computer Interaction, pp. 1-16. doi: 10.1080/10447318.2022.2138826. Bach T. A. Khan A. Hallock H. Beltrão G. , & Sousa S. ( 2022 ) . A systematic literature review of user trust in AI-enabled systems: An HCI perspective . International Journal of Human–Computer Interaction , pp. 1 - 16 . doi: 10.1080/10447318.2022.2138826 . Open DOISearch in Google Scholar

Beer, Y. (2016). Humanity considerations cannot reduce war’s hazards alone: Revitalizing the concept of military necessity. The European Journal of International Law, 26 (4), pp. 801-828. Beer Y. ( 2016 ) . Humanity considerations cannot reduce war’s hazards alone: Revitalizing the concept of military necessity . The European Journal of International Law , 26 ( 4 ), pp. 801 - 828 . Search in Google Scholar

Congressional Research Service. (2020). Emerging Military Technologies: Background and Issues for Congress. Available at https://fas.org/sgp/crs/natsec/R46458.pdf. Congressional Research Service . ( 2020 ) . Emerging Military Technologies: Background and Issues for Congress . Available at https://fas.org/sgp/crs/natsec/R46458.pdf . Search in Google Scholar

Declaration Renouncing the use, in Time of War, of Explosive Projectiles Under 400 Grammes Weight. (1868). [1901] ATS 125. Declaration Renouncing the use, in Time of War, of Explosive Projectiles Under 400 Grammes Weight . ( 1868 ) . [1901] ATS 125 . Search in Google Scholar

Devitt, S. K. (2018). Trustworthiness of autonomous systems. In: Abbass, H. A., Scholz, J., & Reid, D. J. (eds.), Foundations of Trusted Autonomy. Springer, Cham, Switzerland, p. 161. Devitt S. K. ( 2018 ) . Trustworthiness of autonomous systems . In: Abbass H. A. Scholz J. , & Reid D. J. (eds.), Foundations of Trusted Autonomy . Springer , Cham, Switzerland , p. 161 . Search in Google Scholar

Dignum, V. (2019). Responsible artificial intelligence: How to develop and use AI in a responsible way. In: Sullivan, B. O., & Wooldridge, M. (eds.), Springer, Cham (Switzerland). doi: 10.1007/978-3-030-30371-6. Dignum V . ( 2019 ) . Responsible artificial intelligence: How to develop and use AI in a responsible way . In: Sullivan B. O. , & Wooldridge M . (eds.), Springer , Cham (Switzerland) . doi: 10.1007/978-3-030-30371-6 . Open DOISearch in Google Scholar

Diwekar, U. M. (2020). Introduction to Applied Optimization. Springer, Switzerland. Diwekar U. M. ( 2020 ) . Introduction to Applied Optimization . Springer , Switzerland . Search in Google Scholar

Galliott, J. (2018). The soldier’s tolerance for autonomous systems. Paladyn, Journal of Behavioral Robotics, 9, pp. 225-262. Galliott J . ( 2018 ) . The soldier’s tolerance for autonomous systems . Paladyn, Journal of Behavioral Robotics , 9 , pp. 225 - 262 . Search in Google Scholar

Group of Governmental Experts on Emerging Technologies in the Area of Lethal Autonomous Weapons Systems. (2019). Report of the 2019 session of the Group of Governmental Experts on Emerging Technologies in the Area of Lethal Autonomous Weapons Systems. CCW/GGE.1/2019/3. Group of Governmental Experts on Emerging Technologies in the Area of Lethal Autonomous Weapons Systems . ( 2019 ) . Report of the 2019 session of the Group of Governmental Experts on Emerging Technologies in the Area of Lethal Autonomous Weapons Systems . CCW/GGE.1/2019/3 . Search in Google Scholar

Guzman, A. L., & Lewis, S. C. (2019). Artificial intelligence and communication: A human–machine communication research agenda. New Media & Society, 22(1), pp. 70-86. doi: 10.1177/1461444819858691. Guzman A. L. , & Lewis S. C. ( 2019 ) . Artificial intelligence and communication: A human–machine communication research agenda . New Media & Society , 22 ( 1 ), pp. 70 - 86 . doi: 10.1177/1461444819858691 . Open DOISearch in Google Scholar

Hayashi, N. (2020). Military Necessity: The Art, Morality and Law of War. Cambridge University Press, New York. Hayashi N . ( 2020 ) . Military Necessity: The Art, Morality and Law of War . Cambridge University Press , New York . Search in Google Scholar

Helle, P., Schamai, W., & Strobel, C. (2016). Testing of autonomous systems - Challenges and current state-of-the-art. In: 26th Annual INCOSE International Symposium (IS 2016), Edinburgh, Scotland, UK, 18-21 July. Helle P. Schamai W. , & Strobel C . ( 2016 ). Testing of autonomous systems - Challenges and current state-of-the-art . In: 26th Annual INCOSE International Symposium (IS 2016) , Edinburgh , Scotland, UK , 18-21 July . Search in Google Scholar

International Committee of the Red Cross. (n.d.). Military necessity. Available at https://casebook.icrc.org/glossary/military-necessity. International Committee of the Red Cross . (n.d.) . Military necessity . Available at https://casebook.icrc.org/glossary/military-necessity . Search in Google Scholar

International Convention with respect to the Laws and Customs of War on Land. (1899). [1901] ATS 131. International Convention with respect to the Laws and Customs of War on Land . ( 1899 ). [1901] ATS 131 . Search in Google Scholar

Lamp, N. (2011). Conceptions of war and paradigms of compliance: The ‘new war’ challenge to international humanitarian law. Journal of Conflict & Security Law, 16(2), pp. 225-262. Lamp N . ( 2011 ). Conceptions of war and paradigms of compliance: The ‘new war’ challenge to international humanitarian law . Journal of Conflict & Security Law , 16 ( 2 ), pp. 225 - 262 . Search in Google Scholar

Lewis, M., Sycara, K., & Walker, P. (2018). The role of trust in human-robot interaction. In: Abbass, H. A., Scholz, J., & Reid, D. J. (eds.), Foundations of Trusted Autonomy. Springer, Cham, Switzerland, p. 136. Lewis M. Sycara K. , & Walker P . ( 2018 ). The role of trust in human-robot interaction . In: Abbass H. A. Scholz J. , & Reid D. J. (eds.), Foundations of Trusted Autonomy . Springer , Cham, Switzerland , p. 136 . Search in Google Scholar

Linkens, D. A., & Nyongesa, H. O. (2002). Learning systems in intelligent control: An appraisal of fuzzy, neural and genetic algorithm control applications. IEE Proceedings – Control Theory and Applications, 143 (4), pp. 367-386. Linkens D. A. , & Nyongesa H. O. ( 2002 ). Learning systems in intelligent control: An appraisal of fuzzy, neural and genetic algorithm control applications . IEE Proceedings – Control Theory and Applications , 143 ( 4 ), pp. 367 - 386 . Search in Google Scholar

Liu, C., Chu, X., Wu, W., Li, S., He, Z., Zheng, M., Zhou, H., & Li, Z. (2022). Human-machine cooperation research for navigation of maritime autonomous surface ships: A review and consideration. Ocean Engineering, 246, p. 110555. Liu C. Chu X. Wu W. Li S. He Z. Zheng M. Zhou H. , & Li Z . ( 2022 ). Human-machine cooperation research for navigation of maritime autonomous surface ships: A review and consideration . Ocean Engineering , 246 , p. 110555 . Search in Google Scholar

Mayer-Schönberger, V., & Cukier, K. (2013). Big Data: A Revolution That Will Transform How We Live, Work, and Think. Houghton Mifflin Harcourt, New York. Mayer-Schönberger V. , & Cukier K . ( 2013 ) . Big Data: A Revolution That Will Transform How We Live, Work, and Think . Houghton Mifflin Harcourt, New York . Search in Google Scholar

McFarland, T. (2020). Autonomous Weapon Systems and the Law of Armed Conflict. Cambridge University Press, Padstow. McFarland T . ( 2020 ) . Autonomous Weapon Systems and the Law of Armed Conflict . Cambridge University Press , Padstow . Search in Google Scholar

McFarland, T. (2021). Autonomous Weapons and the Jus Ad Bellum. Available at https://lawschoolpolicyreview.com/2021/03/20/autonomous-weapons-and-the-jus-ad-bellum-an-overview/. McFarland T . ( 2021 ) . Autonomous Weapons and the Jus Ad Bellum . Available at https://lawschoolpolicyreview.com/2021/03/20/autonomous-weapons-and-the-jus-ad-bellum-an-overview/ . Search in Google Scholar

McFarland, T., & McCormack, T. (2014). Mind the gap: Can developers of autonomous weapons systems be liable for war crimes? International Law Studies, 90, pp. 361-385. McFarland T. , & McCormack T . ( 2014 ). Mind the gap: Can developers of autonomous weapons systems be liable for war crimes? International Law Studies , 90 , pp. 361 - 385 . Search in Google Scholar

Moray, N., & Inagaki, T. (1999). Laboratory studies of trust between humans and machines in automated systems. Transactions of the Institute of Measurement and Control, 21 (4–5), pp. 203-211. Moray N. , & Inagaki T . ( 1999 ). Laboratory studies of trust between humans and machines in automated systems . Transactions of the Institute of Measurement and Control , 21 ( 4–5 ), pp. 203 - 211 . Search in Google Scholar

Protocol Additional to the Geneva Conventions of 12 August 1949, and Relating to the Protection of Victims of International Armed Conflicts (Protocol I). (1977). 1125 UNTS 3. Protocol Additional to the Geneva Conventions of 12 August 1949, and Relating to the Protection of Victims of International Armed Conflicts (Protocol I) . ( 1977 ). 1125 UNTS 3 . Search in Google Scholar

Sanders, L., & Copeland, D. (2020). Developing an approach to the legal review of Autonomous Weapon Systems. Available at http://ilareporter.org.au/2020/11/developing-an-approach-to-the-legal-review-of-autonomous-weapon-systems-lauren-sanders-and-damian-copeland/ Sanders L. , & Copeland D . ( 2020 ) . Developing an approach to the legal review of Autonomous Weapon Systems . Available at http://ilareporter.org.au/2020/11/developing-an-approach-to-the-legal-review-of-autonomous-weapon-systems-lauren-sanders-and-damian-copeland/ Search in Google Scholar

Scharre, P. (2016). Autonomous Weapons and Operational Risk. Available at https://www.cnas.org/publications/reports/autonomous-weapons-and-operational-risk. Scharre P . ( 2016 ). Autonomous Weapons and Operational Risk . Available at https://www.cnas.org/publications/reports/autonomous-weapons-and-operational-risk . Search in Google Scholar

Schmitt, M. (2010). Military necessity and humanity in international humanitarian law: Preserving the delicate balance. Virginia Journal of International Law, 50 (4), pp. 795-839. Schmitt M . ( 2010 ). Military necessity and humanity in international humanitarian law: Preserving the delicate balance . Virginia Journal of International Law , 50 ( 4 ), pp. 795 - 839 . Search in Google Scholar

Schmitt, M. N. (2005). Precision attack and international humanitarian law. International Review of the Red Cross, 87, pp. 445-466. Schmitt M. N. ( 2005 ). Precision attack and international humanitarian law . International Review of the Red Cross , 87 , pp. 445 - 466 . Search in Google Scholar

Schmitt, M. N. (2012-13). Cyberspace and international law: The penumbral mist of uncertainty. Harvard Law Review Forum, 126, pp. 176-180. Schmitt M. N. ( 2012-13 ). Cyberspace and international law: The penumbral mist of uncertainty . Harvard Law Review Forum , 126 , pp. 176 - 180 . Search in Google Scholar

Schmitt, M. N., & Thurnher, J. S. (2013). “Out of the loop”: Autonomous weapon systems and the law of armed conflict. Harvard National Security Journal, 4, pp. 231-281. Schmitt M. N. , & Thurnher J. S. ( 2013 ). “Out of the loop”: Autonomous weapon systems and the law of armed conflict . Harvard National Security Journal , 4 , pp. 231 - 281 . Search in Google Scholar

Sparrow, R. (2015). Twenty seconds to comply: Autonomous weapon systems and the recognition of surrender. International Law Studies, 91, pp. 699-728. Sparrow R . ( 2015 ). Twenty seconds to comply: Autonomous weapon systems and the recognition of surrender . International Law Studies , 91 , pp. 699 - 728 . Search in Google Scholar

The Australian Article 36 Review Process. (2018). Group of Governmental Experts of the High Contracting Parties to the Convention on Prohibitions or Restrictions on the Use of Certain Conventional Weapons Which May Be Deemed to Be Excessively Injurious or to Have Indiscriminate Effects. CCW/ GGE.2/2018/WP.6. The Australian Article 36 Review Process . ( 2018 ). Group of Governmental Experts of the High Contracting Parties to the Convention on Prohibitions or Restrictions on the Use of Certain Conventional Weapons Which May Be Deemed to Be Excessively Injurious or to Have Indiscriminate Effects . CCW/ GGE.2/2018/WP.6 . Search in Google Scholar

Umbrello, S., & Wood, N. G. (2021). Autonomous weapons systems and the contextual nature of hors de combat status. Information, 12(5), p. 216. Umbrello S. , & Wood N. G. ( 2021 ). Autonomous weapons systems and the contextual nature of hors de combat status . Information , 12 ( 5 ), p. 216 . Search in Google Scholar

United Nations Office for Disarmament Affairs. (n.d.). Background on LAWS in the CCW. Available at https://www.un.org/disarmament/the-convention-on-certain-convention-al-weapons/background-on-laws-in-the-ccw/. United Nations Office for Disarmament Affairs . (n.d.) . Background on LAWS in the CCW . Available at https://www.un.org/disarmament/the-convention-on-certain-convention-al-weapons/background-on-laws-in-the-ccw/ . Search in Google Scholar

Whittaker, J. A. (2000). What is software testing? And why is it so hard? IEEE Software, 17 (1), pp. 70-79. Whittaker J. A. ( 2000 ). What is software testing? And why is it so hard? IEEE Software , 17 ( 1 ), pp. 70 - 79 . Search in Google Scholar