{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,21]],"date-time":"2026-09-21T19:24:51Z","timestamp":1790018691413,"version":"4.0.1"},"publisher-location":"Berlin, Heidelberg","reference-count":46,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"value":"9783662483237","type":"print"},{"value":"9783662483244","type":"electronic"}],"license":[{"start":{"date-parts":[[2015,1,1]],"date-time":"2015-01-01T00:00:00Z","timestamp":1420070400000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2015]]},"DOI":"10.1007\/978-3-662-48324-4_3","type":"book-chapter","created":{"date-parts":[[2015,8,31]],"date-time":"2015-08-31T06:27:48Z","timestamp":1441002468000},"page":"42-59","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":22,"title":["Blind Source Separation from Single Measurements Using Singular Spectrum Analysis"],"prefix":"10.1007","author":[{"given":"Santos","family":"Merino Del Pozo","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Fran\u00e7ois-Xavier","family":"Standaert","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2015,9,1]]},"reference":[{"key":"3_CR1","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/11894063_1","volume-title":"Cryptographic Hardware and Embedded Systems - CHES 2006","author":"C Archambeau","year":"2006","unstructured":"Archambeau, C., Peeters, E., Standaert, F.-X., Quisquater, J.-J.: Template attacks in principal subspaces. In: Goubin, L., Matsui, M. (eds.) CHES 2006. LNCS, vol. 4249, pp. 1\u201314. Springer, Heidelberg (2006)"},{"key":"3_CR2","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"383","DOI":"10.1007\/978-3-642-27954-6_24","volume-title":"Topics in Cryptology \u2013 CT-RSA 2012","author":"L Batina","year":"2012","unstructured":"Batina, L., Hogenboom, J., van Woudenberg, J.G.J.: Getting more from PCA: first results of using principal component analysis for extensive power analysis. In: Dunkelman, O. (ed.) CT-RSA 2012. LNCS, vol. 7178, pp. 383\u2013397. Springer, Heidelberg (2012)"},{"issue":"3","key":"3_CR3","doi-asserted-by":"publisher","first-page":"812","DOI":"10.1016\/j.camwa.2010.05.028","volume":"60","author":"E Bozzo","year":"2010","unstructured":"Bozzo, E., Carniel, R., Fasino, D.: Relationship between singular spectrum analysis and fourier analysis: theory and application to the monitoring of volcanic activity. Comput. Math. Appl. 60(3), 812\u2013820 (2010)","journal-title":"Comput. Math. Appl."},{"key":"3_CR4","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"16","DOI":"10.1007\/978-3-540-28632-5_2","volume-title":"Cryptographic Hardware and Embedded Systems - CHES 2004","author":"E Brier","year":"2004","unstructured":"Brier, E., Clavier, C., Olivier, F.: Correlation power analysis with a leakage model. In: Joye, M., Quisquater, J.-J. (eds.) CHES 2004. LNCS, vol. 3156, pp. 16\u201329. Springer, Heidelberg (2004)"},{"issue":"2","key":"3_CR5","doi-asserted-by":"publisher","first-page":"217","DOI":"10.1016\/0167-2789(86)90031-X","volume":"20","author":"DS Broomhead","year":"1986","unstructured":"Broomhead, D.S., King, G.P.: Extracting qualitative dynamics from experimental data. Phys. D Nonlin. Phenom. 20(2), 217\u2013236 (1986)","journal-title":"Phys. D Nonlin. Phenom."},{"key":"3_CR6","first-page":"114","volume":"113","author":"DS Broomhead","year":"1986","unstructured":"Broomhead, D.S., King, G.P.: On the qualitative analysis of experimental dynamical systems. Nonlin. Phenom. Chaos 113, 114 (1986)","journal-title":"Nonlin. Phenom. Chaos"},{"key":"3_CR7","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"crossref","first-page":"183","DOI":"10.1007\/978-3-319-12060-7_13","volume-title":"Security, Privacy, and Applied Cryptography Engineering","author":"N Bruneau","year":"2014","unstructured":"Bruneau, N., Danger, J.-L., Guilley, S., Heuser, A., Teglia, Y.: Boosting higher-order correlation attacks by dimensionality reduction. In: Chakraborty, R.S., Matyas, V., Schaumont, P. (eds.) SPACE 2014. LNCS, vol. 8804, pp. 183\u2013200. Springer, Heidelberg (2014)"},{"key":"3_CR8","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"398","DOI":"10.1007\/3-540-48405-1_26","volume-title":"Advances in Cryptology - CRYPTO \u201999","author":"S Chari","year":"1999","unstructured":"Chari, S., Jutla, C.S., Rao, J.R., Rohatgi, P.: Towards sound approaches to counteract power-analysis attacks. In: Wiener, M. (ed.) CRYPTO 1999. LNCS, vol. 1666, p. 398. Springer, Heidelberg (1999)"},{"key":"3_CR9","doi-asserted-by":"crossref","unstructured":"Chari, S., Rao, J.R., Rohatgi, P.: Template attacks. In: Jr., B.S.K., Ko\u00e7, \u00c7.K., Paar, C. (eds.) CHES 2002. LNCS, vol. 2523, pp. 13\u201328. Springer, Heidelberg (2002). \n                      http:\/\/dx.doi.org\/10.1007\/3-540-36400-5_3","DOI":"10.1007\/3-540-36400-5_3"},{"key":"3_CR10","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"crossref","first-page":"253","DOI":"10.1007\/978-3-319-14123-7_17","volume-title":"Smart Card Research and Advanced Applications","author":"O Choudary","year":"2014","unstructured":"Choudary, O., Kuhn, M.G.: Efficient template attacks. In: Francillon, A., Rohatgi, P. (eds.) CARDIS 2013. LNCS, vol. 8419, pp. 253\u2013270. Springer, Heidelberg (2014)"},{"key":"3_CR11","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"crossref","first-page":"179","DOI":"10.1007\/978-3-319-10175-0_13","volume-title":"Constructive Side-Channel Analysis and Secure Design","author":"O Choudary","year":"2014","unstructured":"Choudary, O., Kuhn, M.G.: Template attacks on different devices. In: Prouff, E. (ed.) COSADE 2014. LNCS, vol. 8622, pp. 179\u2013198. Springer, Heidelberg (2014)"},{"key":"3_CR12","series-title":"IFIP Advances in Information and Communication Technology","doi-asserted-by":"publisher","first-page":"135","DOI":"10.1007\/978-3-642-23120-9_8","volume-title":"VLSI-SoC: Technologies for Systems Integration","author":"A Dehbaoui","year":"2011","unstructured":"Dehbaoui, A., Lomne, V., Maurine, P., Torres, L., Robert, M.: Enhancing electromagnetic attacks using spectral coherence based cartography. In: Becker, J., Johann, M., Reis, R. (eds.) VLSI-SoC 2009. IFIP AICT, vol. 360, pp. 135\u2013155. Springer, Heidelberg (2011)"},{"key":"3_CR13","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"crossref","first-page":"401","DOI":"10.1007\/978-3-662-46800-5_16","volume-title":"Advances in Cryptology \u2013 EUROCRYPT 2015","author":"A Duc","year":"2015","unstructured":"Duc, A., Faust, S., Standaert, F.-X.: Making masking security proofs concrete. In: Oswald, E., Fischlin, M. (eds.) EUROCRYPT 2015. LNCS, vol. 9056, pp. 401\u2013429. Springer, Heidelberg (2015)"},{"key":"3_CR14","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"459","DOI":"10.1007\/978-3-642-55220-5_26","volume-title":"Advances in Cryptology \u2013 EUROCRYPT 2014","author":"F Durvaux","year":"2014","unstructured":"Durvaux, F., Standaert, F.-X., Veyrat-Charvillon, N.: How to certify the leakage of a chip? In: Nguyen, P.Q., Oswald, E. (eds.) EUROCRYPT 2014. LNCS, vol. 8441, pp. 459\u2013476. Springer, Heidelberg (2014)"},{"key":"3_CR15","unstructured":"Durvaux, F., Standaert, F.-X., Veyrat-Charvillon, N., Mairy, J., Deville, Y.: Efficient selection of time samples for higher-order DPA with projection pursuits. In: IACR Cryptology ePrint Archive 2014, 412 (2014). \n                      http:\/\/eprint.iacr.org\/2014\/412"},{"key":"3_CR16","doi-asserted-by":"crossref","unstructured":"Gebotys, C.H., Ho, S., Tiu, C.C.: EM analysis of rijndael and ECC on a wireless java-based PDA. In: Rao and Sunar [36], pp. 250\u2013264. \n                      http:\/\/dx.doi.org\/10.1007\/11545262_19","DOI":"10.1007\/11545262_19"},{"key":"3_CR17","doi-asserted-by":"crossref","unstructured":"Gierlichs, B., Batina, L., Tuyls, P., Preneel, B.: Mutual information analysis. In: Oswald and Rohatgi [31], pp. 426\u2013442. \n                      http:\/\/dx.doi.org\/10.1007\/978-3-540-85053-3_27","DOI":"10.1007\/978-3-540-85053-3_27"},{"key":"3_CR18","doi-asserted-by":"crossref","unstructured":"Golub, G.H., Reinsch, C.: Singular value decomposition and least squares solutions. Numer. Math. 14(5), 403\u2013420 (1970). \n                      http:\/\/dx.doi.org\/10.1007\/BF02163027","DOI":"10.1007\/BF02163027"},{"key":"3_CR19","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-34913-3","volume-title":"Singular Spectrum Analysis for Time Series","author":"N Golyandina","year":"2013","unstructured":"Golyandina, N., Zhigljavsky, A.: Singular Spectrum Analysis for Time Series. Springer, Heidelberg (2013)"},{"key":"3_CR20","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"239","DOI":"10.1007\/11767480_16","volume-title":"Applied Cryptography and Network Security","author":"C Herbst","year":"2006","unstructured":"Herbst, C., Oswald, E., Mangard, S.: An AES smart card implementation resistant to power analysis attacks. In: Zhou, J., Yung, M., Bao, F. (eds.) ACNS 2006. LNCS, vol. 3989, pp. 239\u2013252. Springer, Heidelberg (2006)"},{"key":"3_CR21","volume-title":"Independent Component Analysis","author":"A Hyv\u00e4rinen","year":"2004","unstructured":"Hyv\u00e4rinen, A., Karhunen, J., Oja, E.: Independent Component Analysis, vol. 46. Wiley, Chichester (2004)"},{"key":"3_CR22","doi-asserted-by":"crossref","unstructured":"Lu, Y., Boey, K., O\u2019Neill, M., McCanny, J.V., Satoh, A.: Is the differential frequency-based attack effective against random delay insertion? In: Proceedings of the IEEE Workshop on Signal Processing Systems, SiPS 2009, 7\u20139 Oct 2009, Tampere, Finland, pp. 051\u2013056, IEEE (2009). \n                      http:\/\/dx.doi.org\/10.1109\/SIPS.2009.5336291","DOI":"10.1109\/SIPS.2009.5336291"},{"key":"3_CR23","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"222","DOI":"10.1007\/978-3-540-24660-2_18","volume-title":"Topics in Cryptology \u2013 CT-RSA 2004","author":"S Mangard","year":"2004","unstructured":"Mangard, S.: Hardware countermeasures against DPA \u2013 a statistical analysis of their effectiveness. In: Okamoto, T. (ed.) CT-RSA 2004. LNCS, vol. 2964, pp. 222\u2013235. Springer, Heidelberg (2004)"},{"key":"3_CR24","doi-asserted-by":"crossref","unstructured":"Mangard, S., Oswald, E., Standaert, F.-X.: One for all - all for one: unifying standard differential power analysis attacks. IET Inf. Secur. 5(2), 100\u2013110 (2011). \n                      http:\/\/dx.doi.org\/10.1049\/iet-ifs.2010.0096","DOI":"10.1049\/iet-ifs.2010.0096"},{"key":"3_CR25","unstructured":"Meynard, O., R\u00e9al, D., Flament, F., Guilley, S., Homma, N., Danger, J.: Enhancement of simple electro-magnetic attacks by pre-characterization in frequency domain and demodulation techniques. In: Design, Automation and Test in Europe, DATE 2011, Grenoble, France, 14\u201318 March 2011, pp. 1004\u20131009, IEEE (2011). \n                      http:\/\/ieeexplore.ieee.org\/xpls\/abs_all.jsp?arnumber=5763163"},{"key":"3_CR26","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"471","DOI":"10.1007\/978-3-642-21518-6_33","volume-title":"Information Security and Cryptology","author":"O Meynard","year":"2011","unstructured":"Meynard, O., R\u00e9al, D., Guilley, S., Flament, F., Danger, J.-L., Valette, F.: Characterization of the electromagnetic side channel in frequency domain. In: Lai, X., Yung, M., Lin, D. (eds.) Inscrypt 2010. LNCS, vol. 6584, pp. 471\u2013486. Springer, Heidelberg (2011)"},{"key":"3_CR27","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"125","DOI":"10.1007\/978-3-642-15031-9_9","volume-title":"Cryptographic Hardware and Embedded Systems, CHES 2010","author":"A Moradi","year":"2010","unstructured":"Moradi, A., Mischke, O., Eisenbarth, T.: Correlation-enhanced power analysis collision attack. In: Mangard, S., Standaert, F.-X. (eds.) CHES 2010. LNCS, vol. 6225, pp. 125\u2013139. Springer, Heidelberg (2010)"},{"key":"3_CR28","unstructured":"Moradi, A., Standaert, F.-X.: Moments-correlating DPA. In: IACR Cryptology ePrint Archive 2014, 409 (2014). \n                      http:\/\/eprint.iacr.org\/2014\/409"},{"key":"3_CR29","doi-asserted-by":"crossref","unstructured":"Nikova, S., Rijmen, V., Schl\u00e4ffer, M.: Secure hardware implementation of nonlinear functions in the presence of glitches. J. Cryptol. 24(2), 292\u2013321 (2011). \n                      http:\/\/dx.doi.org\/10.1007\/s00145-010-9085-7","DOI":"10.1007\/s00145-010-9085-7"},{"key":"3_CR30","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"219","DOI":"10.1007\/978-3-642-37288-9_15","volume-title":"Smart Card Research and Advanced Applications","author":"D Oswald","year":"2013","unstructured":"Oswald, D., Paar, C.: Improving side-channel analysis with optimal linear transforms. In: Mangard, S. (ed.) CARDIS 2012. LNCS, vol. 7771, pp. 219\u2013233. Springer, Heidelberg (2013)"},{"key":"3_CR31","unstructured":"Oswald, E., Rohatgi, P. (eds.): CHES 2008. LNCS, vol. 5154. Springer, Heidelberg (2008)"},{"key":"3_CR32","doi-asserted-by":"crossref","unstructured":"Poschmann, A., Moradi, A., Khoo, K., Lim, C., Wang, H., Ling, S.: Side-channel resistant crypto for less than 2, 300 GE. J. Cryptol. 24(2), 322\u2013345 (2011). \n                      http:\/\/dx.doi.org\/10.1007\/s00145-010-9086-6","DOI":"10.1007\/s00145-010-9086-6"},{"key":"3_CR33","unstructured":"de Prony, R.: Essai exp\u00e9rimental et analytique sur les lois de la dilatabilit\u00e9 des fluides \u00e9lastiques et sur celles de la force expansive de la vapeur de l\u2019eau et la vapeur de l\u2019alkool, \u00e0 diff\u00e9rentes temp\u00e9ratures. J de lEcole Polytechnique (Paris) 1(2), 24\u201376 (1795)"},{"key":"3_CR34","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"227","DOI":"10.1007\/978-3-540-77535-5_17","volume-title":"Information Security Applications","author":"E Prouff","year":"2008","unstructured":"Prouff, E., Rivain, M.: A generic method for secure SBox implementation. In: Kim, S., Yung, M., Lee, H.-W. (eds.) WISA 2007. LNCS, vol. 4867, pp. 227\u2013244. Springer, Heidelberg (2008)"},{"key":"3_CR35","unstructured":"Rahman Khan, M.A., Poskitt, D.S.: Window length selection and signal-noise separation and reconstruction in singular spectrum analysis. Technical report (2011)"},{"key":"3_CR36","unstructured":"Rao, J.R., Sunar, B. (eds.): CHES 2005. LNCS, vol. 3659. Springer, Heidelberg (2005)"},{"key":"3_CR37","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"97","DOI":"10.1007\/978-3-642-04138-9_8","volume-title":"Cryptographic Hardware and Embedded Systems - CHES 2009","author":"M Renauld","year":"2009","unstructured":"Renauld, M., Standaert, F.-X., Veyrat-Charvillon, N.: Algebraic side-channel attacks on the AES: why time also matters in DPA. In: Clavier, C., Gaj, K. (eds.) CHES 2009. LNCS, vol. 5747, pp. 97\u2013111. Springer, Heidelberg (2009)"},{"issue":"3","key":"3_CR38","doi-asserted-by":"publisher","first-page":"451","DOI":"10.1016\/j.jmatprotec.2005.08.005","volume":"171","author":"DR Salgado","year":"2006","unstructured":"Salgado, D.R., Alonso, F.J.: Tool wear detection in turning operations using singular spectrum analysis. J. Mater. Proc. Technol. 171(3), 451\u2013458 (2006)","journal-title":"J. Mater. Proc. Technol."},{"key":"3_CR39","doi-asserted-by":"crossref","unstructured":"Schindler, W., Lemke, K., Paar, C.: A stochastic model for differential side channel cryptanalysis. In: Rao and Sunar [36], pp. 30\u201346. \n                      http:\/\/dx.doi.org\/10.1007\/11545262_3","DOI":"10.1007\/11545262_3"},{"key":"3_CR40","doi-asserted-by":"crossref","unstructured":"Standaert, F.-X., Archambeau, C.: Using subspace-based template attacks to compare and combine power and electromagnetic information leakages. In: Oswald and Rohatgi [31], pp. 411\u2013425. \n                      http:\/\/dx.doi.org\/10.1007\/978-3-540-85053-3_26","DOI":"10.1007\/978-3-540-85053-3_26"},{"key":"3_CR41","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"443","DOI":"10.1007\/978-3-642-01001-9_26","volume-title":"Advances in Cryptology - EUROCRYPT 2009","author":"F-X Standaert","year":"2009","unstructured":"Standaert, F.-X., Malkin, T.G., Yung, M.: A unified framework for the analysis of side-channel key recovery attacks. In: Joux, A. (ed.) EUROCRYPT 2009. LNCS, vol. 5479, pp. 443\u2013461. Springer, Heidelberg (2009). \n                      http:\/\/dx.doi.org\/10.1007\/978-3-642-01001-9_26"},{"key":"3_CR42","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"112","DOI":"10.1007\/978-3-642-17373-8_7","volume-title":"Advances in Cryptology - ASIACRYPT 2010","author":"F-X Standaert","year":"2010","unstructured":"Standaert, F.-X., Veyrat-Charvillon, N., Oswald, E., Gierlichs, B., Medwed, M., Kasper, M., Mangard, S.: The world is not enough: another look on second-order DPA. In: Abe, M. (ed.) ASIACRYPT 2010. LNCS, vol. 6477, pp. 112\u2013129. Springer, Heidelberg (2010). \n                      http:\/\/dx.doi.org\/10.1007\/978-3-642-17373-8_7"},{"key":"3_CR43","first-page":"21","volume":"9","author":"T Sugawara","year":"2009","unstructured":"Sugawara, T., Hayashi, Y., Homma, N., Mizuki, T., Aoki, T., Sone, H., Satoh, A.: Spectrum analysis on cryptographic modules to counteract side-channel attacks. EMC 9, 21\u201324 (2009)","journal-title":"EMC"},{"key":"3_CR44","doi-asserted-by":"crossref","unstructured":"Tiran, S., Ordas, S., Teglia, Y., Agoyan, M., Maurine, P.: A model of the leakage in the frequency domain and its application to CPA and DPA. J. Crypt. Eng. 4(3), 197\u2013212 (2014). \n                      http:\/\/dx.doi.org\/10.1007\/s13389-014-0074-x","DOI":"10.1007\/s13389-014-0074-x"},{"issue":"1","key":"3_CR45","doi-asserted-by":"publisher","first-page":"95","DOI":"10.1016\/0167-2789(92)90103-T","volume":"58","author":"R Vautard","year":"1992","unstructured":"Vautard, R., Yiou, P., Ghil, M.: Singular-spectrum analysis: a toolkit for short, noisy chaotic signals. Phys. D Nonlin. Phenom. 58(1), 95\u2013126 (1992)","journal-title":"Phys. D Nonlin. Phenom."},{"key":"3_CR46","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"740","DOI":"10.1007\/978-3-642-34961-4_44","volume-title":"Advances in Cryptology \u2013 ASIACRYPT 2012","author":"N Veyrat-Charvillon","year":"2012","unstructured":"Veyrat-Charvillon, N., Medwed, M., Kerckhof, S., Standaert, F.-X.: Shuffling against side-channel attacks: a comprehensive study with cautionary note. In: Wang, X., Sako, K. (eds.) ASIACRYPT 2012. LNCS, vol. 7658, pp. 740\u2013757. Springer, Heidelberg (2012). \n                      http:\/\/dx.doi.org\/10.1007\/978-3-642-34961-4_44"}],"container-title":["Lecture Notes in Computer Science","Cryptographic Hardware and Embedded Systems -- CHES 2015"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-662-48324-4_3","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,8,26]],"date-time":"2019-08-26T20:02:59Z","timestamp":1566849779000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-662-48324-4_3"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015]]},"ISBN":["9783662483237","9783662483244"],"references-count":46,"URL":"https:\/\/doi.org\/10.1007\/978-3-662-48324-4_3","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2015]]},"assertion":[{"value":"1 September 2015","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}}]}}