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Singh, \"Periocular biometrics: When iris recognition fails,\" in 2010 Fourth IEEE International Conference on Biometrics: Theory, Applications and Systems (BTAS). IEEE, 2010, pp. 1--6."},{"key":"e_1_3_2_1_3_1","first-page":"57","volume-title":"ACM","author":"Zhang L.","year":"2017","unstructured":"L. Zhang , S. Tan , and J. Yang , \" Hearing your voice is not enough: An articulatory gesture based liveness detection for voice authentication,\" in Proceedings of the 2017 ACM SIGSAC Conference on Computer and Communications Security . ACM , 2017 , pp. 57 -- 71 . L. Zhang, S. Tan, and J. Yang, \"Hearing your voice is not enough: An articulatory gesture based liveness detection for voice authentication,\" in Proceedings of the 2017 ACM SIGSAC Conference on Computer and Communications Security. ACM, 2017, pp. 57--71."},{"key":"e_1_3_2_1_4_1","unstructured":"Gartner \"The future smart home: 500 smart objects will enable new business opportunities.\" [Online]. 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Springer, 2004, pp. 134--145."},{"key":"e_1_3_2_1_6_1","first-page":"275","volume-title":"Impact of artificial\" gummy\" fingers on fingerprint systems,\" in Optical Security and Counterfeit Deterrence Techniques IV","author":"Matsumoto T.","year":"2002","unstructured":"T. Matsumoto , H. Matsumoto , K. Yamada , and S. Hoshino , \" Impact of artificial\" gummy\" fingers on fingerprint systems,\" in Optical Security and Counterfeit Deterrence Techniques IV , vol. 4677 . International Society for Optics and Photonics , 2002 , pp. 275 -- 289 . T. Matsumoto, H. Matsumoto, K. Yamada, and S. Hoshino, \"Impact of artificial\" gummy\" fingers on fingerprint systems,\" in Optical Security and Counterfeit Deterrence Techniques IV, vol. 4677. International Society for Optics and Photonics, 2002, pp. 275--289."},{"key":"e_1_3_2_1_7_1","first-page":"684","volume-title":"IEEE","author":"Arora S. S.","year":"2014","unstructured":"S. S. Arora , K. Cao , A. K. Jain , and N. G. Paulter , \" 3d fingerprint phantoms,\" in 2014 22nd International Conference on Pattern Recognition . IEEE , 2014 , pp. 684 -- 689 . S. S. Arora, K. Cao, A. K. Jain, and N. G. Paulter, \"3d fingerprint phantoms,\" in 2014 22nd International Conference on Pattern Recognition. IEEE, 2014, pp. 684--689."},{"key":"e_1_3_2_1_8_1","first-page":"1245","volume-title":"A study on performance evaluation of the liveness detection for various fingerprint sensor modules,\" in International Conference on Knowledge-Based and Intelligent Information and Engineering Systems","author":"Kang H.","year":"2003","unstructured":"H. Kang , B. Lee , H. Kim , D. Shin , and J. Kim , \" A study on performance evaluation of the liveness detection for various fingerprint sensor modules,\" in International Conference on Knowledge-Based and Intelligent Information and Engineering Systems . Springer , 2003 , pp. 1245 -- 1253 . H. Kang, B. Lee, H. Kim, D. Shin, and J. Kim, \"A study on performance evaluation of the liveness detection for various fingerprint sensor modules,\" in International Conference on Knowledge-Based and Intelligent Information and Engineering Systems. Springer, 2003, pp. 1245--1253."},{"key":"e_1_3_2_1_9_1","unstructured":"D. Winder \"Samsung galaxy s10 fingerprint scanner hacked - here's what you need to know \" Apr 2019. [Online]. Available: https:\/\/www.forbes.com\/sites\/daveywinder\/2019\/04\/06\/samsung-galaxy-s10-fingerprint-scanner-hacked-heres-what-you-need-to-know\/#10c88305d423  D. Winder \"Samsung galaxy s10 fingerprint scanner hacked - here's what you need to know \" Apr 2019. [Online]. Available: https:\/\/www.forbes.com\/sites\/daveywinder\/2019\/04\/06\/samsung-galaxy-s10-fingerprint-scanner-hacked-heres-what-you-need-to-know\/#10c88305d423"},{"key":"e_1_3_2_1_10_1","volume-title":"share: Industry trends report","year":"2025","unstructured":"\"Mems microphones market size , share: Industry trends report , 2025 .\" [Online] Available: https:\/\/www.grandviewresearch.com\/industry-analysis\/mems-microphones-market \"Mems microphones market size, share: Industry trends report, 2025.\" [Online] Available: https:\/\/www.grandviewresearch.com\/industry-analysis\/mems-microphones-market"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1121\/1.1456514"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.triboint.2005.11.010"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.wear.2009.08.024"},{"key":"e_1_3_2_1_14_1","volume-title":"Pores and ridges: High-resolution fingerprint matching using level 3 features,\" IEEE transactions on pattern analysis and machine intelligence","author":"Jain A. K.","unstructured":"A. K. Jain , Y. Chen , and M. Demirkus , \" Pores and ridges: High-resolution fingerprint matching using level 3 features,\" IEEE transactions on pattern analysis and machine intelligence , vol. 29 , no. 1, pp. 15--27, 2006. A. K. Jain, Y. Chen, and M. Demirkus, \"Pores and ridges: High-resolution fingerprint matching using level 3 features,\" IEEE transactions on pattern analysis and machine intelligence, vol. 29, no. 1, pp. 15--27, 2006."},{"key":"e_1_3_2_1_15_1","first-page":"57","volume-title":"Fake fingers in fingerprint recognition: Glycerin supersedes gelatin,\" in Formal to Practical Security","author":"Barral C.","year":"2009","unstructured":"C. Barral and A. Tria , \" Fake fingers in fingerprint recognition: Glycerin supersedes gelatin,\" in Formal to Practical Security . Springer , 2009 , pp. 57 -- 69 . C. Barral and A. Tria, \"Fake fingers in fingerprint recognition: Glycerin supersedes gelatin,\" in Formal to Practical Security. Springer, 2009, pp. 57--69."},{"key":"e_1_3_2_1_16_1","first-page":"343","volume-title":"ACM","author":"Feng H.","year":"2017","unstructured":"H. Feng , K. Fawaz , and K. G. Shin , \" Continuous authentication for voice assistants,\" in Proceedings of the 23rd Annual International Conference on Mobile Computing and Networking . ACM , 2017 , pp. 343 -- 355 . H. Feng, K. Fawaz, and K. G. Shin, \"Continuous authentication for voice assistants,\" in Proceedings of the 23rd Annual International Conference on Mobile Computing and Networking. ACM, 2017, pp. 343--355."},{"key":"e_1_3_2_1_17_1","first-page":"164","article-title":"A multi-band spectral subtraction method for enhancing speech corrupted by colored noise","volume":"4","author":"Kamath S.","year":"2002","unstructured":"S. Kamath and P. Loizou , \" A multi-band spectral subtraction method for enhancing speech corrupted by colored noise .\" in ICASSP , vol. 4 . Citeseer, 2002 , pp. 44 164 -- 144 164. S. Kamath and P. Loizou, \"A multi-band spectral subtraction method for enhancing speech corrupted by colored noise.\" in ICASSP, vol. 4. Citeseer, 2002, pp. 44 164--44 164.","journal-title":"ICASSP"},{"key":"e_1_3_2_1_18_1","first-page":"1472","volume-title":"IEEE","author":"Abdelnasser H.","year":"2015","unstructured":"H. Abdelnasser , M. Youssef , and K. A. Harras , \" Wigest: A ubiquitous wifi-based gesture recognition system,\" in 2015 IEEE Conference on Computer Communications (INFOCOM) . IEEE , 2015 , pp. 1472 -- 1480 . H. Abdelnasser, M. Youssef, and K. A. Harras, \"Wigest: A ubiquitous wifi-based gesture recognition system,\" in 2015 IEEE Conference on Computer Communications (INFOCOM). IEEE, 2015, pp. 1472--1480."},{"key":"e_1_3_2_1_19_1","volume-title":"Wavelet methods for time series analysis","author":"Percival D. B.","year":"2006","unstructured":"D. B. Percival and A. T. Walden , Wavelet methods for time series analysis . Cambridge university press , 2006 , vol. 4 . D. B. Percival and A. T. Walden, Wavelet methods for time series analysis. Cambridge university press, 2006, vol. 4."},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1109\/TSA.2002.1001979"},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1109\/JSEN.2015.2469095"},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1109\/89.928915"},{"key":"e_1_3_2_1_23_1","volume-title":"A statistical model-based voice activity detection,\" IEEE signal processing letters","author":"Sohn J.","unstructured":"J. Sohn , N. S. Kim , and W. Sung , \" A statistical model-based voice activity detection,\" IEEE signal processing letters , vol. 6 , no. 1, pp. 1--3, 1999. J. Sohn, N. S. Kim, and W. Sung, \"A statistical model-based voice activity detection,\" IEEE signal processing letters, vol. 6, no. 1, pp. 1--3, 1999."},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1109\/TASSP.1984.1164453"},{"key":"e_1_3_2_1_25_1","first-page":"1","volume-title":"IEEE","author":"Sugiyama A.","year":"2013","unstructured":"A. Sugiyama , R. Miyahara , and K. Park , \" Impact-noise suppression with phase-based detection,\" in 21st European Signal Processing Conference (EUSIPCO 2013) . IEEE , 2013 , pp. 1 -- 5 . A. Sugiyama, R. Miyahara, and K. Park, \"Impact-noise suppression with phase-based detection,\" in 21st European Signal Processing Conference (EUSIPCO 2013). IEEE, 2013, pp. 1--5."},{"key":"e_1_3_2_1_26_1","volume-title":"Rasta processing of speech,\" IEEE transactions on speech and audio processing","author":"Hermansky H.","unstructured":"H. Hermansky and N. Morgan , \" Rasta processing of speech,\" IEEE transactions on speech and audio processing , vol. 2 , no. 4, pp. 578--589, 1994. H. Hermansky and N. Morgan, \"Rasta processing of speech,\" IEEE transactions on speech and audio processing, vol. 2, no. 4, pp. 578--589, 1994."},{"key":"e_1_3_2_1_27_1","first-page":"71","volume-title":"Features for content-based audio retrieval,\" in Advances in computers","author":"Mitrovi\u0107 D.","year":"2010","unstructured":"D. Mitrovi\u0107 , M. Zeppelzauer , and C. Breiteneder , \" Features for content-based audio retrieval,\" in Advances in computers . Elsevier , 2010 , vol. 78 , pp. 71 -- 150 . D. Mitrovi\u0107, M. Zeppelzauer, and C. Breiteneder, \"Features for content-based audio retrieval,\" in Advances in computers. Elsevier, 2010, vol. 78, pp. 71--150."},{"key":"e_1_3_2_1_28_1","first-page":"129","volume-title":"Synthesis of sound textures with tonal components using summary statistics and all-pole residual modeling,\" in Proceedings of the 19th International Conference on Digital Audio Effects (DAFx-16)","author":"Kim H.-S.","year":"2016","unstructured":"H.-S. Kim and J. Smith , \" Synthesis of sound textures with tonal components using summary statistics and all-pole residual modeling,\" in Proceedings of the 19th International Conference on Digital Audio Effects (DAFx-16) , 2016 , pp. 129 -- 136 . H.-S. Kim and J. Smith, \"Synthesis of sound textures with tonal components using summary statistics and all-pole residual modeling,\" in Proceedings of the 19th International Conference on Digital Audio Effects (DAFx-16), 2016, pp. 129--136."},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10994-005-1505-9"},{"key":"e_1_3_2_1_30_1","first-page":"90","volume-title":"On the relationship between feature selection and classification accuracy,\" in New challenges for feature selection in data mining and knowledge discovery","author":"Janecek A.","year":"2008","unstructured":"A. Janecek , W. Gansterer , M. Demel , and G. Ecker , \" On the relationship between feature selection and classification accuracy,\" in New challenges for feature selection in data mining and knowledge discovery , 2008 , pp. 90 -- 105 . A. Janecek, W. Gansterer, M. Demel, and G. Ecker, \"On the relationship between feature selection and classification accuracy,\" in New challenges for feature selection in data mining and knowledge discovery, 2008, pp. 90--105."},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.18637\/jss.v036.i11"},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10592-005-9056-y"},{"key":"e_1_3_2_1_33_1","first-page":"187","volume-title":"ACM","author":"Bo C.","year":"2013","unstructured":"C. Bo , L. Zhang , X.-Y. Li , Q. Huang , and Y. Wang , \" Silentsense: silent user identification via touch and movement behavioral biometrics,\" in Proceedings of the 19th annual international conference on Mobile computing & networking . ACM , 2013 , pp. 187 -- 190 . C. Bo, L. Zhang, X.-Y. Li, Q. Huang, and Y. Wang, \"Silentsense: silent user identification via touch and movement behavioral biometrics,\" in Proceedings of the 19th annual international conference on Mobile computing & networking. ACM, 2013, pp. 187--190."},{"key":"e_1_3_2_1_34_1","first-page":"130","volume-title":"Exploring touch-screen biometrics for user identification on smart phones,\" in IFIP PrimeLife International Summer School on Privacy and Identity Management for Life","author":"Angulo J.","year":"2011","unstructured":"J. Angulo and E. W\u00e4stlund , \" Exploring touch-screen biometrics for user identification on smart phones,\" in IFIP PrimeLife International Summer School on Privacy and Identity Management for Life . Springer , 2011 , pp. 130 -- 143 . J. Angulo and E. W\u00e4stlund, \"Exploring touch-screen biometrics for user identification on smart phones,\" in IFIP PrimeLife International Summer School on Privacy and Identity Management for Life. Springer, 2011, pp. 130--143."},{"key":"e_1_3_2_1_35_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2006.06.009"},{"key":"e_1_3_2_1_36_1","first-page":"272","volume-title":"IEEE","author":"Ali Z.","year":"2016","unstructured":"Z. Ali , J. Payton , and V. Sritapan , \" At your fingertips: Considering finger distinctness in continuous touch-based authentication for mobile devices,\" in 2016 IEEE Security and Privacy Workshops (SPW) . IEEE , 2016 , pp. 272 -- 275 . Z. Ali, J. Payton, and V. Sritapan, \"At your fingertips: Considering finger distinctness in continuous touch-based authentication for mobile devices,\" in 2016 IEEE Security and Privacy Workshops (SPW). IEEE, 2016, pp. 272--275."},{"key":"e_1_3_2_1_37_1","first-page":"1137","volume-title":"Montreal","author":"Kohavi R.","year":"1995","unstructured":"R. Kohavi study of cross-validation and bootstrap for accuracy estimation and model selection,\" in Ijcai, vol. 14, no. 2 . Montreal , Canada , 1995 , pp. 1137 -- 1145 . R. Kohavi et al., \"A study of cross-validation and bootstrap for accuracy estimation and model selection,\" in Ijcai, vol. 14, no. 2. Montreal, Canada, 1995, pp. 1137--1145."},{"key":"e_1_3_2_1_38_1","doi-asserted-by":"publisher","DOI":"10.1080\/01488376.2011.580697"},{"key":"e_1_3_2_1_39_1","first-page":"29","volume-title":"IEEE","author":"Ratha N. K.","year":"2000","unstructured":"N. K. Ratha , R. M. Bolle , V. D. Pandit , and V. Vaish , \" Robust fingerprint authentication using local structural similarity,\" in Proceedings Fifth IEEE Workshop on Applications of Computer Vision . IEEE , 2000 , pp. 29 -- 34 . N. K. Ratha, R. M. Bolle, V. D. Pandit, and V. Vaish, \"Robust fingerprint authentication using local structural similarity,\" in Proceedings Fifth IEEE Workshop on Applications of Computer Vision. IEEE, 2000, pp. 29--34."},{"key":"e_1_3_2_1_40_1","first-page":"1","volume-title":"IEEE","author":"Olsen M. A.","year":"2015","unstructured":"M. A. Olsen , M. Dusio , and C. Busch , \" Fingerprint skin moisture impact on biometric performance,\" in 3rd International Workshop on Biometrics and Forensics (IWBF 2015) . IEEE , 2015 , pp. 1 -- 6 . M. A. Olsen, M. Dusio, and C. Busch, \"Fingerprint skin moisture impact on biometric performance,\" in 3rd International Workshop on Biometrics and Forensics (IWBF 2015). IEEE, 2015, pp. 1--6."},{"key":"e_1_3_2_1_41_1","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2018.2812193"},{"key":"e_1_3_2_1_42_1","volume-title":"Fingerprints go the distance","author":"Swanson S.","year":"2012","unstructured":"S. Swanson and S. Swanson , \" Fingerprints go the distance ,\" Oct 2012 . [Online]. Available: https:\/\/www.technologyreview.com\/s\/422400\/fingerprints-go-the-distance\/ S. Swanson and S. Swanson, \"Fingerprints go the distance,\" Oct 2012. [Online]. Available: https:\/\/www.technologyreview.com\/s\/422400\/fingerprints-go-the-distance\/"},{"key":"e_1_3_2_1_43_1","first-page":"547","volume-title":"Inaudible voice commands: The long-range attack and defense,\" in 15th {USENIX} Symposium on Networked Systems Design and Implementation ({NSDI} 18)","author":"Roy N.","year":"2018","unstructured":"N. Roy , S. Shen , H. Hassanieh , and R. R. Choudhury , \" Inaudible voice commands: The long-range attack and defense,\" in 15th {USENIX} Symposium on Networked Systems Design and Implementation ({NSDI} 18) , 2018 , pp. 547 -- 560 . N. Roy, S. Shen, H. Hassanieh, and R. R. Choudhury, \"Inaudible voice commands: The long-range attack and defense,\" in 15th {USENIX} Symposium on Networked Systems Design and Implementation ({NSDI} 18), 2018, pp. 547--560."},{"key":"e_1_3_2_1_44_1","first-page":"73","volume-title":"ACM","author":"Liu J.","year":"2017","unstructured":"J. Liu , C. Wang , Y. Chen , and N. Saxena , \" Vibwrite: Towards finger-input authentication on ubiquitous surfaces via physical vibration,\" in Proceedings of the 2017 ACM SIGSAC Conference on Computer and Communications Security . ACM , 2017 , pp. 73 -- 87 . J. Liu, C. Wang, Y. Chen, and N. Saxena, \"Vibwrite: Towards finger-input authentication on ubiquitous surfaces via physical vibration,\" in Proceedings of the 2017 ACM SIGSAC Conference on Computer and Communications Security. ACM, 2017, pp. 73--87."},{"key":"e_1_3_2_1_45_1","first-page":"1201","volume-title":"ACM","author":"Li J.","year":"2019","unstructured":"J. Li , K. Fawaz , and Y. Kim , \" Velody: Nonlinear vibration challenge-response for resilient user authentication,\" in Proceedings of the 2019 ACM SIGSAC Conference on Computer and Communications Security . ACM , 2019 , pp. 1201 -- 1213 . J. Li, K. Fawaz, and Y. Kim, \"Velody: Nonlinear vibration challenge-response for resilient user authentication,\" in Proceedings of the 2019 ACM SIGSAC Conference on Computer and Communications Security. ACM, 2019, pp. 1201--1213."},{"key":"e_1_3_2_1_46_1","first-page":"149","volume-title":"Communications and Networking (SECON). IEEE","author":"Ren Y.","year":"2013","unstructured":"Y. Ren , Y. Chen , M. C. Chuah , and J. Yang , \" Smartphone based user verification leveraging gait recognition for mobile healthcare systems,\" in 2013 IEEE International Conference on Sensing , Communications and Networking (SECON). IEEE , 2013 , pp. 149 -- 157 . Y. Ren, Y. Chen, M. C. Chuah, and J. Yang, \"Smartphone based user verification leveraging gait recognition for mobile healthcare systems,\" in 2013 IEEE International Conference on Sensing, Communications and Networking (SECON). IEEE, 2013, pp. 149--157."},{"key":"e_1_3_2_1_47_1","first-page":"1","volume-title":"IEEE","author":"Lee W.-H.","year":"2015","unstructured":"W.-H. Lee and R. B. Lee , \" Multi-sensor authentication to improve smartphone security,\" in 2015 International Conference on Information Systems Security and Privacy (ICISSP) . IEEE , 2015 , pp. 1 -- 11 . W.-H. Lee and R. B. Lee, \"Multi-sensor authentication to improve smartphone security,\" in 2015 International Conference on Information Systems Security and Privacy (ICISSP). IEEE, 2015, pp. 1--11."},{"key":"e_1_3_2_1_48_1","first-page":"9","article-title":"Touchlogger: Inferring keystrokes on touch screen from smartphone motion","volume":"11","author":"Cai L.","year":"2011","unstructured":"L. Cai and H. Chen , \" Touchlogger: Inferring keystrokes on touch screen from smartphone motion .\" HotSec , vol. 11 , no. 2011, p. 9 , 2011 . L. Cai and H. Chen, \"Touchlogger: Inferring keystrokes on touch screen from smartphone motion.\" HotSec, vol. 11, no. 2011, p. 9, 2011.","journal-title":"HotSec"},{"key":"e_1_3_2_1_49_1","first-page":"323","volume-title":"ACm","author":"Miluzzo E.","year":"2012","unstructured":"E. Miluzzo , A. Varshavsky , S. Balakrishnan , and R. R. Choudhury , \" Tapprints: your finger taps have fingerprints,\" in Proceedings of the 10th international conference on Mobile systems, applications, and services . ACm , 2012 , pp. 323 -- 336 . E. Miluzzo, A. Varshavsky, S. Balakrishnan, and R. R. Choudhury, \"Tapprints: your finger taps have fingerprints,\" in Proceedings of the 10th international conference on Mobile systems, applications, and services. ACm, 2012, pp. 323--336."},{"key":"e_1_3_2_1_50_1","first-page":"197","volume-title":"ACM","author":"Vu T.","year":"2012","unstructured":"T. Vu , A. Baid , S. Gao , M. Gruteser , R. Howard , J. Lindqvist , P. Spasojevic , and J. Walling , \" Distinguishing users with capacitive touch communication,\" in Proceedings of the 18th annual international conference on Mobile computing and networking . ACM , 2012 , pp. 197 -- 208 . T. Vu, A. Baid, S. Gao, M. Gruteser, R. Howard, J. Lindqvist, P. Spasojevic, and J. Walling, \"Distinguishing users with capacitive touch communication,\" in Proceedings of the 18th annual international conference on Mobile computing and networking. ACM, 2012, pp. 197--208."},{"key":"e_1_3_2_1_51_1","first-page":"331","volume-title":"Touch gestures based biometric authentication scheme for touchscreen mobile phones,\" in International Conference on Information Security and Cryptology","author":"Meng Y.","year":"2012","unstructured":"Y. Meng , D. S. Wong , R. Schlegel , , \" Touch gestures based biometric authentication scheme for touchscreen mobile phones,\" in International Conference on Information Security and Cryptology . Springer , 2012 , pp. 331 -- 350 . Y. Meng, D. S. Wong, R. Schlegel, et al., \"Touch gestures based biometric authentication scheme for touchscreen mobile phones,\" in International Conference on Information Security and Cryptology. Springer, 2012, pp. 331--350."},{"key":"e_1_3_2_1_52_1","first-page":"221","volume-title":"IEEE","author":"Zheng N.","year":"2014","unstructured":"N. Zheng , K. Bai , H. Huang , and H. Wang , \" You are how you touch: User verification on smartphones via tapping behaviors,\" in 2014 IEEE 22nd International Conference on Network Protocols . IEEE , 2014 , pp. 221 -- 232 . N. Zheng, K. Bai, H. Huang, and H. Wang, \"You are how you touch: User verification on smartphones via tapping behaviors,\" in 2014 IEEE 22nd International Conference on Network Protocols. IEEE, 2014, pp. 221--232."},{"key":"e_1_3_2_1_53_1","first-page":"7139","volume-title":"IEEE","author":"Yang H.","year":"2015","unstructured":"H. Yang , L. Chen , K. Bian , Y. Tian , F. Ye , W. Yan , T. Zhao , and X. Li , \" Taplock: Exploit finger tap events for enhancing attack resilience of smartphone passwords,\" in 2015 IEEE International Conference on Communications (ICC) . IEEE , 2015 , pp. 7139 -- 7144 . H. Yang, L. Chen, K. Bian, Y. Tian, F. Ye, W. Yan, T. Zhao, and X. Li, \"Taplock: Exploit finger tap events for enhancing attack resilience of smartphone passwords,\" in 2015 IEEE International Conference on Communications (ICC). IEEE, 2015, pp. 7139--7144."},{"key":"e_1_3_2_1_54_1","first-page":"39","volume-title":"ACM","author":"Shahzad M.","year":"2013","unstructured":"M. Shahzad , A. X. Liu , and A. Samuel , \" Secure unlocking of mobile touch screen devices by simple gestures: you can see it but you can not do it,\" in Proceedings of the 19th annual international conference on Mobile computing & networking . ACM , 2013 , pp. 39 -- 50 . M. Shahzad, A. X. Liu, and A. Samuel, \"Secure unlocking of mobile touch screen devices by simple gestures: you can see it but you can not do it,\" in Proceedings of the 19th annual international conference on Mobile computing & networking. ACM, 2013, pp. 39--50."},{"key":"e_1_3_2_1_55_1","first-page":"176","volume-title":"ACM","author":"Sherman M.","year":"2014","unstructured":"M. Sherman , G. Clark , Y. Yang , S. Sugrim , A. Modig , J. Lindqvist , A. Oulasvirta , and T. Roos , \" User-generated free-form gestures for authentication: Security and memorability,\" in Proceedings of the 12th annual international conference on Mobile systems, applications, and services . ACM , 2014 , pp. 176 -- 189 . M. Sherman, G. Clark, Y. Yang, S. Sugrim, A. Modig, J. Lindqvist, A. Oulasvirta, and T. Roos, \"User-generated free-form gestures for authentication: Security and memorability,\" in Proceedings of the 12th annual international conference on Mobile systems, applications, and services. ACM, 2014, pp. 176--189."},{"key":"e_1_3_2_1_56_1","first-page":"2686","volume-title":"IEEE","author":"Chen Y.","year":"2015","unstructured":"Y. Chen , J. Sun , R. Zhang , and Y. Zhang , \" Your song your way: Rhythm-based two-factor authentication for multi-touch mobile devices,\" in 2015 IEEE Conference on Computer Communications (INFOCOM) . IEEE , 2015 , pp. 2686 -- 2694 . Y. Chen, J. Sun, R. Zhang, and Y. Zhang, \"Your song your way: Rhythm-based two-factor authentication for multi-touch mobile devices,\" in 2015 IEEE Conference on Computer Communications (INFOCOM). IEEE, 2015, pp. 2686--2694."},{"key":"e_1_3_2_1_57_1","first-page":"387","volume-title":"ACM","author":"Khan H.","year":"2016","unstructured":"H. Khan , U. Hengartner , and D. Vogel , \" Targeted mimicry attacks on touch input based implicit authentication schemes,\" in Proceedings of the 14th Annual International Conference on Mobile Systems, Applications, and Services . ACM , 2016 , pp. 387 -- 398 . H. Khan, U. Hengartner, and D. Vogel, \"Targeted mimicry attacks on touch input based implicit authentication schemes,\" in Proceedings of the 14th Annual International Conference on Mobile Systems, Applications, and Services. ACM, 2016, pp. 387--398."},{"key":"e_1_3_2_1_58_1","doi-asserted-by":"crossref","unstructured":"Z. Yan Q. Song R. Tan Y. Li and A. W. K. Kong \"Towards touch-to-access device authentication using induced body electric potentials \" arXiv preprint arXiv:1902.07057 2019.  Z. Yan Q. Song R. Tan Y. Li and A. W. K. Kong \"Towards touch-to-access device authentication using induced body electric potentials \" arXiv preprint arXiv:1902.07057 2019.","DOI":"10.1145\/3300061.3300118"},{"key":"e_1_3_2_1_59_1","first-page":"353","volume-title":"ACM","author":"Nguyen V.","year":"2018","unstructured":"V. Nguyen , M. Ibrahim , H. Truong , P. Nguyen , M. Gruteser , R. Howard , and T. Vu , \" Body-guided communications: A low-power, highly-confined primitive to track and secure every touch,\" in Proceedings of the 24th Annual International Conference on Mobile Computing and Networking . ACM , 2018 , pp. 353 -- 368 . V. Nguyen, M. Ibrahim, H. Truong, P. Nguyen, M. Gruteser, R. Howard, and T. Vu, \"Body-guided communications: A low-power, highly-confined primitive to track and secure every touch,\" in Proceedings of the 24th Annual International Conference on Mobile Computing and Networking. ACM, 2018, pp. 353--368."},{"key":"e_1_3_2_1_60_1","first-page":"627","volume-title":"ACM","author":"Harrison C.","year":"2011","unstructured":"C. Harrison , J. Schwarz , and S. E. Hudson , \" Tapsense: enhancing finger interaction on touch surfaces,\" in Proceedings of the 24th annual ACM symposium on User interface software and technology . ACM , 2011 , pp. 627 -- 636 . C. Harrison, J. Schwarz, and S. E. Hudson, \"Tapsense: enhancing finger interaction on touch surfaces,\" in Proceedings of the 24th annual ACM symposium on User interface software and technology. ACM, 2011, pp. 627--636."},{"key":"e_1_3_2_1_61_1","first-page":"277","volume-title":"ACM","author":"Tung Y.-C.","year":"2016","unstructured":"Y.-C. Tung and K. G. Shin , \" Expansion of human-phone interface by sensing structure-borne sound propagation,\" in Proceedings of the 14th Annual International Conference on Mobile Systems, Applications, and Services . ACM , 2016 , pp. 277 -- 289 . Y.-C. Tung and K. G. Shin, \"Expansion of human-phone interface by sensing structure-borne sound propagation,\" in Proceedings of the 14th Annual International Conference on Mobile Systems, Applications, and Services. ACM, 2016, pp. 277--289."},{"key":"e_1_3_2_1_62_1","first-page":"591","volume-title":"ACM","author":"Sun K.","year":"2018","unstructured":"K. Sun , T. Zhao , W. Wang , and L. Xie , \" Vskin: Sensing touch gestures on surfaces of mobile devices using acoustic signals,\" in Proceedings of the 24th Annual International Conference on Mobile Computing and Networking . ACM , 2018 , pp. 591 -- 605 . K. Sun, T. Zhao, W. Wang, and L. Xie, \"Vskin: Sensing touch gestures on surfaces of mobile devices using acoustic signals,\" in Proceedings of the 24th Annual International Conference on Mobile Computing and Networking. ACM, 2018, pp. 591--605."},{"key":"e_1_3_2_1_63_1","first-page":"1387","volume-title":"ACM","author":"Goel M.","year":"2014","unstructured":"M. Goel , B. Lee , M. T. Islam Aumi , S. Patel , G. Borriello , S. Hibino , and B. Begole , \" Surfacelink: using inertial and acoustic sensing to enable multi-device interaction on a surface,\" in Proceedings of the 32nd annual ACM conference on Human factors in computing systems . ACM , 2014 , pp. 1387 -- 1396 . M. Goel, B. Lee, M. T. Islam Aumi, S. Patel, G. Borriello, S. Hibino, and B. Begole, \"Surfacelink: using inertial and acoustic sensing to enable multi-device interaction on a surface,\" in Proceedings of the 32nd annual ACM conference on Human factors in computing systems. 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