Trustworthy Human-Autonomy Teaming for Proportionality Assessment in Military Operations

被引:0
作者
Maathuis, Clara [1 ]
机构
[1] Open Univ Netherlands, Heerlen, Netherlands
来源
2024 4TH INTERNATIONAL CONFERENCE ON APPLIED ARTIFICIAL INTELLIGENCE, ICAPAI | 2024年
关键词
trustworthy AI; responsible AI; human-autonomy teaming; targeting; military operations;
D O I
10.1109/ICAPAI61893.2024.10541173
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Over the past decades, rapid technological advancements resulted in the integration of autonomous systems and AI across various societal domains. An emerging paradigm in this realm is the human-autonomy teaming which merges human efforts and intelligence with efficiency and performance of autonomous systems through collaboration for reaching common goals and leveraging their strengths. Building such systems should be done in a safe, responsible, and reliable manner, thus in a trustworthy way. While efforts for developing such systems exist in the military domain, they are mainly tackling the technical dimension involved in tasks like reconnaissance and target engagement, and less in conjunction with other dimensions like ethical and legal while focusing on possible produced effects. The intended effects contributing to achieving military objectives represent military advantage and the unintended effects on civilian and civilian objects represent collateral damage. Bringing and assessing these types of effects in a single instance is done through the proportionality assessment which represents the pilar when conducting military operations. Nevertheless, no previous efforts are dedicated to building human-autonomy teaming systems in the context of proportionality assessment in military operations in a trustworthy way. Hence, it is the aim of this research to define this concept and propose a corresponding design framework on this behalf with the intention to contribute to building safe, responsible, and reliable systems in the military domain. To achieve this goal, the Design Science Research methodology is followed in a Value Sensitive Design approach based on extensive research of relevant studies and field experience.
引用
收藏
页码:89 / 96
页数:8
相关论文
共 48 条
[21]  
JachecNeale A, 2015, ROUT RES LAW ARMED, P1
[22]   Human-Autonomy Teaming: Definitions, Debates, and Directions [J].
Lyons, Joseph B. ;
Sycara, Katia ;
Lewis, Michael ;
Capiola, August .
FRONTIERS IN PSYCHOLOGY, 2021, 12
[23]  
Maathuis C., Journal of Information Warfare, V17, P32
[24]  
Maathuis C., 2023, Eur. Conf. Cyber Warf. Secur, V22, P276, DOI [10.34190/eccws.22.1.1072, DOI 10.34190/ECCWS.22.1.1072]
[25]  
Maathuis C., 2022, EUR C CYB WARF SEC, V21, P170
[26]  
Maathuis C, 2023, PROCEEDINGS OF THE 18TH INTERNATIONAL CONFERENCE ON CYBER WARFARE AND SECURITY ICCWS, P218
[27]   Architectural Framework for Exploring Adaptive Human-Machine Teaming Options in Simulated Dynamic Environments [J].
Madni, Azad M. ;
Madni, Carla C. .
SYSTEMS, 2018, 6 (04)
[28]  
Masato D., 2008, P SISO EUR SIM INT W
[29]  
Mason CR, 2000, PROCEEDINGS OF THE 2000 WINTER SIMULATION CONFERENCE, VOLS 1 AND 2, P940, DOI 10.1109/WSC.2000.899896
[30]  
McCune B. P., 1987, Proceedings 1987 Fall Joint Computer Conference - Exploring Technology: Today and Tomorrow (Cat. No.87CH2468-7)