An optimal class of symmetric key generation systems
Proc. of the EUROCRYPT 84 workshop on Advances in cryptology: theory and application of cryptographic techniques
Genetic programming: an introduction: on the automatic evolution of computer programs and its applications
Using encryption for authentication in large networks of computers
Communications of the ACM
Athena: a novel approach to efficient automatic security protocol analysis
Journal of Computer Security
Genetic Programming III: Darwinian Invention & Problem Solving
Genetic Programming III: Darwinian Invention & Problem Solving
A key-management scheme for distributed sensor networks
Proceedings of the 9th ACM conference on Computer and communications security
Proceedings of the European Conference on Genetic Programming
Random Key Predistribution Schemes for Sensor Networks
SP '03 Proceedings of the 2003 IEEE Symposium on Security and Privacy
A pairwise key pre-distribution scheme for wireless sensor networks
Proceedings of the 10th ACM conference on Computer and communications security
Establishing pairwise keys in distributed sensor networks
Proceedings of the 10th ACM conference on Computer and communications security
Random key-assignment for secure Wireless Sensor Networks
Proceedings of the 1st ACM workshop on Security of ad hoc and sensor networks
Key distribution techniques for sensor networks
Wireless sensor networks
Key Infection: Smart Trust for Smart Dust
ICNP '04 Proceedings of the 12th IEEE International Conference on Network Protocols
Adaptive design optimization of wireless sensor networks using genetic algorithms
Computer Networks: The International Journal of Computer and Telecommunications Networking
A key management scheme for commodity sensor networks
ADHOC-NOW'05 Proceedings of the 4th international conference on Ad-Hoc, Mobile, and Wireless Networks
Formal methods for cryptographic protocol analysis: emerging issues and trends
IEEE Journal on Selected Areas in Communications
Evolutionary design of message efficient secrecy amplification protocols
EuroGP'12 Proceedings of the 15th European conference on Genetic Programming
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We propose a new method for automatic generation of secrecy amplification protocols for wireless sensor networks, utilizing evolutionary algorithms. We were able to rediscover all published protocols for secrecy amplification we are aware of, and found a new protocol that outperforms the existing ones. An alternative construction of secrecy amplification protocols with a comparable fraction of secure links to that of the original "node-oriented" approach was also designed. This new construction exhibits only linear (instead of exponential) increase of necessary messages when the number of communication neighbours grows. This efficient protocol can significantly reduce the sensor battery power consumption because of the decreased message transmission rate. We used a combination of linear genetic programming and a network simulator in this work.