Hardware-Oriented Authentication for Advanced Metering Infrastructure

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@Article{Mustapa:2016:ieeeTSmartG,

• author = "Muslim Mustapa and Mohammed Niamat and Atul Prasad Deb Nath and Mansoor Alam",
• journal = "IEEE Transactions on Smart Grid",
• title = "Hardware-Oriented Authentication for Advanced Metering Infrastructure",
• year = "2016",
• keywords = "genetic algorithms, genetic programming",
• ISSN = "1949-3053",
• DOI = "doi:10.1109/TSG.2016.2582423",
• abstract = "The paper introduces a novel authentication scheme for Advanced Metering Infrastructure (AMI) of smart grid using Ring Oscillator Physically Unclonable Functions (ROPUFs). The scope of the design covers the communication between the utility company (UC) and the smart meter (SM) network. The scheme is based on hardware-oriented security and can be implemented on existing smart meters. Authentication keys of 64 bits are used for security level 1 (L1) communication. The size of keys can increase up to 1024 bits for security level 5 (L5). The cryptographic keys used in this scheme are extremely difficult to model by adversaries as each key is used only once. These authentication keys are generated from ROPUF response bits using the Hamming code. The design of the scheme ensures fault tolerance as Ring Oscillator (RO) comparison pairs with high frequency differences are selected to prevent bit flips and only 10percent discrepancy is tolerated in parity bits. The proposed scheme is highly secure and efficient in terms of latency and data storage. As a proof of concept, two different machine learning algorithms, Support Vector Machine (SVM) and Multigene Genetic Programming (MGGP), are used to show that the scheme cannot be modelled by adversaries.",
• notes = "Also known as \cite{7494646}",

}

Genetic Programming entries for Muslim Mustapa Mohammed Niamat Atul Prasad Deb Nath Mansoor Alam

Citations