1. Higher Rate Secret Key Formation (HRKF) based on Physical Layer for Securing Vehicle-to-Vehicle Communication
- Author
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Prima Kristalina, Amang Sudarsono, Mike Yuliana, and Inka Trisna Dewi
- Subjects
Vehicular communication systems ,business.industry ,Computer science ,010401 analytical chemistry ,Physical layer ,020206 networking & telecommunications ,02 engineering and technology ,RSS ,01 natural sciences ,Polynomial Regression ,0104 chemical sciences ,lcsh:TA1-2040 ,0202 electrical engineering, electronic engineering, information engineering ,Key (cryptography) ,V2V security ,lcsh:Engineering (General). Civil engineering (General) ,business ,Computer network - Abstract
One effort to secure vehicle-to-vehicle (V2V) communication is to use a symmetrical cryptographic scheme that requires the distribution of shared secret keys. To reduce attacks on key distribution, physical layer-based key formation schemes that utilize the characteristics of wireless channels have been implemented. However, existing schemes still produce a low bit formation rate (BFR) even though they can reach a low bit error rate (BER). Note that V2V communication requires a scheme with high BFR in order to fulfill its main goal of improving road safety. In this research, we propose a higher rate secret key formation (HRKF) scheme using received signal strength (RSS) as a source of random information. The focus of this research is to produce keys with high BFR without compromising BER. To reduce bit mismatch, we propose a polynomial regression method that can increase channel reciprocity. We also propose a fixed threshold quantization (FTQ) method to maintain the number of bits so that the BFR increases. The test results show that the HRKF scheme can increase BFR from 40% up to 100% compared to existing research schemes. To ensure the key cannot be guessed by the attacker, the HRKF scheme succeeds in producing a key that meets the randomness of the NIST test.
- Published
- 2020