Secure Key Generation for Distributed Inference in IoT

Henri Hentilä; Visa Koivunen; H. Vincent Poor; Rick S. Blum

doi:10.1109/CISS.2019.8692935

Secure Key Generation for Distributed Inference in IoT

Henri Hentilä
, Visa Koivunen
, H. Vincent Poor
, Rick S. Blum

Visa Koivunen Group

Princeton University
Lehigh University

Tutkimustuotos: Artikkeli kirjassa/konferenssijulkaisussa › Conference article in proceedings › Scientific › vertaisarvioitu

4 Sitaatiot (Scopus)

Abstrakti

A secret key generation scheme is proposed for generating keys to be used for one-time pad encryption. This type of encryption is suitable for e.g., short packet communication in distributed inference in IoT. The scheme exploits the phase of the channel fading coefficient in a Rayleigh fading channel to extract highly correlated key bits at two legitimate parties. Compared to other existing methods, the proposed scheme trades off higher bit error probabilities in the keys for lower error correction communication requirements. The bit error of generated keys is characterized via an approximate upper bound, which is shown to be fairly tight for reasonable signal-to-noise ratios.

Alkuperäiskieli	Englanti
Otsikko	2019 53rd Annual Conference on Information Sciences and Systems, CISS 2019
Kustantaja	IEEE
ISBN (elektroninen)	9781728111513
DOI - pysyväislinkit	https://doi.org/10.1109/CISS.2019.8692935
Tila	Julkaistu - 16 huhtik. 2019
OKM-julkaisutyyppi	A4 Artikkeli konferenssijulkaisussa
Tapahtuma	Conference on Information Sciences and Systems - Baltimore, Yhdysvallat Kesto: 20 maalisk. 2019 → 22 maalisk. 2019 Konferenssinumero: 53

Conference

Conference	Conference on Information Sciences and Systems
Lyhennettä	CISS
Maa/Alue	Yhdysvallat
Kaupunki	Baltimore
Ajanjakso	20/03/2019 → 22/03/2019

Rahoitus

This work is supported by Academy of Finland WiFiUS grant ”Secure Inference in the Internet of Things” and is based upon work partially supported by the National Science Foundation under grants CNS-1702555, and CNS-1702808.

Pääsy asiakirjaan

10.1109/CISS.2019.8692935

Muut tiedostot ja linkit

Link to publication in Scopus

1 Päättynyt

WiFiuS: Tietoturvallinen päättely esineiden internetissä (IOT)
Koivunen, V. (Vastuullinen johtaja), Vesselinova, N. (Projektin jäsen), Hentilä, H. (Projektin jäsen), Halme, T. (Projektin jäsen), Naseri, H. (Projektin jäsen), Kuusisto, N. (Projektin jäsen) & Mozafari Majd, M. (Projektin jäsen)
12/04/2017 → 31/12/2019
Projekti: Academy of Finland: Other research funding

Siteeraa tätä

@inproceedings{027d42e069e14f6f9a234991675dfdb5,

title = "Secure Key Generation for Distributed Inference in IoT",

abstract = "A secret key generation scheme is proposed for generating keys to be used for one-time pad encryption. This type of encryption is suitable for e.g., short packet communication in distributed inference in IoT. The scheme exploits the phase of the channel fading coefficient in a Rayleigh fading channel to extract highly correlated key bits at two legitimate parties. Compared to other existing methods, the proposed scheme trades off higher bit error probabilities in the keys for lower error correction communication requirements. The bit error of generated keys is characterized via an approximate upper bound, which is shown to be fairly tight for reasonable signal-to-noise ratios.",

author = "Henri Hentil{\"a} and Visa Koivunen and Poor, \{H. Vincent\} and Blum, \{Rick S.\}",

year = "2019",

month = apr,

day = "16",

doi = "10.1109/CISS.2019.8692935",

language = "English",

booktitle = "2019 53rd Annual Conference on Information Sciences and Systems, CISS 2019",

publisher = "IEEE",

address = "United States",

note = "Conference on Information Sciences and Systems, CISS ; Conference date: 20-03-2019 Through 22-03-2019",

}

TY - GEN

T1 - Secure Key Generation for Distributed Inference in IoT

AU - Hentilä, Henri

AU - Koivunen, Visa

AU - Poor, H. Vincent

AU - Blum, Rick S.

N1 - Conference code: 53

PY - 2019/4/16

Y1 - 2019/4/16

N2 - A secret key generation scheme is proposed for generating keys to be used for one-time pad encryption. This type of encryption is suitable for e.g., short packet communication in distributed inference in IoT. The scheme exploits the phase of the channel fading coefficient in a Rayleigh fading channel to extract highly correlated key bits at two legitimate parties. Compared to other existing methods, the proposed scheme trades off higher bit error probabilities in the keys for lower error correction communication requirements. The bit error of generated keys is characterized via an approximate upper bound, which is shown to be fairly tight for reasonable signal-to-noise ratios.

AB - A secret key generation scheme is proposed for generating keys to be used for one-time pad encryption. This type of encryption is suitable for e.g., short packet communication in distributed inference in IoT. The scheme exploits the phase of the channel fading coefficient in a Rayleigh fading channel to extract highly correlated key bits at two legitimate parties. Compared to other existing methods, the proposed scheme trades off higher bit error probabilities in the keys for lower error correction communication requirements. The bit error of generated keys is characterized via an approximate upper bound, which is shown to be fairly tight for reasonable signal-to-noise ratios.

UR - https://www.scopus.com/pages/publications/85065211402

U2 - 10.1109/CISS.2019.8692935

DO - 10.1109/CISS.2019.8692935

M3 - Conference article in proceedings

AN - SCOPUS:85065211402

BT - 2019 53rd Annual Conference on Information Sciences and Systems, CISS 2019

PB - IEEE

T2 - Conference on Information Sciences and Systems

Y2 - 20 March 2019 through 22 March 2019

ER -

Secure Key Generation for Distributed Inference in IoT

Abstrakti

Conference

Rahoitus

Pääsy asiakirjaan

Muut tiedostot ja linkit

Sormenjälki

Projektit

WiFiuS: Tietoturvallinen päättely esineiden internetissä (IOT)

Siteeraa tätä