Cognitive biometric cryptosystems a case study on EEG
作者： Emanuele Maiorana , Daria La Rocca , Patrizio Campisi
DOI: 10.1109/IWSSIP.2015.7314193
关键词: Focus (computing) 、 Set (psychology) 、 Speech recognition 、 Signal processing 、 Biometrics 、 Computer science 、 Modalities 、 Electroencephalography 、 Cognition 、 Cryptosystem
摘要: In this paper we propose several cryptosystems for the protection of templates extracted from cognitive biometrics. The proposed architectures exploit different possibilities combining information made continuously available during recognition phase. Specifically, focus on electroencephalog-raphy (EEG) signals as considered Brain waves are in fact one most emerging modalities to be used people recognition. An extensive set experimental tests, performed a large database comprising recordings taken 40 healthy subjects two separate recording sessions, is carried out evaluate rates and security levels achievable with system configurations.
sci-hub.se 参考文章(13)
Milan Kostilek, Jakub St'astny, EEG biometric identification: Repeatability and influence of movement-related EEG international conference on applied electronics. pp. 147- 150 ,(2012)
Kenneth Revett, Farzin Deravi, Konstantinos Sirlantzis, Biosignals for User Authentication - Towards Cognitive Biometrics? international conference on emerging security technologies. pp. 71- 76 ,(2010) , 10.1109/EST.2010.32
S. Blanco, H. Garcia, R.Q. Quiroga, L. Romanelli, O.A. Rosso, Stationarity of the EEG series IEEE Engineering in Medicine and Biology Magazine. ,vol. 14, pp. 395- 399 ,(1995) , 10.1109/51.395321
Markus Näpflin, Marc Wildi, Johannes Sarnthein, Test–retest reliability of resting EEG spectra validates a statistical signature of persons Clinical Neurophysiology. ,vol. 118, pp. 2519- 2524 ,(2007) , 10.1016/J.CLINPH.2007.07.022
Patrizio Campisi, Daria La Rocca, Brain waves for automatic biometric-based user recognition IEEE Transactions on Information Forensics and Security. ,vol. 9, pp. 782- 800 ,(2014) , 10.1109/TIFS.2014.2308640
Ari Juels, Martin Wattenberg, A fuzzy commitment scheme computer and communications security. pp. 28- 36 ,(1999) , 10.1145/319709.319714
P. Campisi, G. Scarano, F. Babiloni, F. DeVico Fallani, S. Colonnese, E. Maiorana, L. Forastiere, Brain waves based user recognition using the “eyes closed resting conditions” protocol international workshop on information forensics and security. pp. 1- 6 ,(2011) , 10.1109/WIFS.2011.6123138
Anil K Jain, Karthik Nandakumar, Abhishek Nagar, Biometric template security EURASIP Journal on Advances in Signal Processing. ,vol. 2008, pp. 113- ,(2008) , 10.1155/2008/579416
Katharine Brigham, B. V. K. Vijaya Kumar, Subject identification from electroencephalogram (EEG) signals during imagined speech international conference on biometrics theory applications and systems. pp. 1- 8 ,(2010) , 10.1109/BTAS.2010.5634515
Sebastien Marcel, José del R Millán, Person Authentication Using Brainwaves (EEG) and Maximum A Posteriori Model Adaptation IEEE Transactions on Pattern Analysis and Machine Intelligence. ,vol. 29, pp. 743- 752 ,(2007) , 10.1109/TPAMI.2007.1012