Muslum Ozgur Ozmen, Habiba Farrukh, Hyungsub Kim, Antonio Bianchi, Z. Berkay Celik (Purdue University)

Drone swarms are becoming increasingly prevalent in important missions, including military operations, rescue tasks, environmental monitoring, and disaster recovery. Member drones coordinate with each other to efficiently and effectively accomplish a given mission. To automatically coordinate a swarm, member drones exchange critical messages (e.g., their positions, locations of identified obstacles, and detected search targets) about their observed environment and missions over wireless communication channels. Therefore, swarms need a pairing system to establish secure communication channels that protect the confidentiality and integrity of the messages. However, swarm properties and the open physical environment in which they operate bring unique challenges in establishing cryptographic keys between drones.

In this paper, we first outline an adversarial model and the ideal design requirements for secure pairing in drone swarms. We then survey existing human-in-the-loop-based, context-based, and public key cryptography (PKC) based pairing methods to explore their feasibility in drone swarms. Our exploration, unfortunately, shows that existing techniques fail to fully meet the unique requirements of drone swarms. Thus, we propose research directions that can meet these requirements for secure, energy-efficient, and scalable swarm pairing systems.

View More Papers

Analysing Adversarial Threats to Rule-Based Local-Planning Algorithms for Autonomous...

Andrew Roberts (Tallinn University of Technology), Mohsen Malayjerdi (Tallinn University of Technology), Mauro Bellone (Tallinn University of Technology), Olaf Maennel (The University of Adelaide), Ehsan Malayjerdi (Tallinn University of Technology)

Read More

BEAGLE: Forensics of Deep Learning Backdoor Attack for Better...

Siyuan Cheng (Purdue University), Guanhong Tao (Purdue University), Yingqi Liu (Purdue University), Shengwei An (Purdue University), Xiangzhe Xu (Purdue University), Shiwei Feng (Purdue University), Guangyu Shen (Purdue University), Kaiyuan Zhang (Purdue University), Qiuling Xu (Purdue University), Shiqing Ma (Rutgers University), Xiangyu Zhang (Purdue University)

Read More

Sometimes, You Aren’t What You Do: Mimicry Attacks against...

Akul Goyal (University of Illinois at Urbana-Champaign), Xueyuan Han (Wake Forest University), Gang Wang (University of Illinois at Urbana-Champaign), Adam Bates (University of Illinois at Urbana-Champaign)

Read More