id sid tid token lemma pos m613mw25b31 1 1 biometric biometric ADJ m613mw25b31 1 2 computations computation NOUN m613mw25b31 1 3 are be AUX m613mw25b31 1 4 becoming become VERB m613mw25b31 1 5 increasingly increasingly ADV m613mw25b31 1 6 popular popular ADJ m613mw25b31 1 7 , , PUNCT m613mw25b31 1 8 and and CCONJ m613mw25b31 1 9 their their PRON m613mw25b31 1 10 impact impact NOUN m613mw25b31 1 11 in in ADP m613mw25b31 1 12 real real ADJ m613mw25b31 1 13 world world NOUN m613mw25b31 1 14 applications application NOUN m613mw25b31 1 15 is be AUX m613mw25b31 1 16 undeniable undeniable ADJ m613mw25b31 1 17 . . PUNCT m613mw25b31 2 1 there there PRON m613mw25b31 2 2 are be VERB m613mw25b31 2 3 different different ADJ m613mw25b31 2 4 types type NOUN m613mw25b31 2 5 of of ADP m613mw25b31 2 6 biometric biometric ADJ m613mw25b31 2 7 data datum NOUN m613mw25b31 2 8 used use VERB m613mw25b31 2 9 in in ADP m613mw25b31 2 10 a a DET m613mw25b31 2 11 variety variety NOUN m613mw25b31 2 12 of of ADP m613mw25b31 2 13 applications application NOUN m613mw25b31 2 14 such such ADJ m613mw25b31 2 15 as as ADP m613mw25b31 2 16 biometric biometric ADJ m613mw25b31 2 17 recognition recognition NOUN m613mw25b31 2 18 including include VERB m613mw25b31 2 19 verification verification NOUN m613mw25b31 2 20 and and CCONJ m613mw25b31 2 21 identification identification NOUN m613mw25b31 2 22 . . PUNCT m613mw25b31 3 1 because because SCONJ m613mw25b31 3 2 of of ADP m613mw25b31 3 3 the the DET m613mw25b31 3 4 highly highly ADV m613mw25b31 3 5 sensitive sensitive ADJ m613mw25b31 3 6 nature nature NOUN m613mw25b31 3 7 of of ADP m613mw25b31 3 8 biometric biometric ADJ m613mw25b31 3 9 data datum NOUN m613mw25b31 3 10 , , PUNCT m613mw25b31 3 11 its its PRON m613mw25b31 3 12 protection protection NOUN m613mw25b31 3 13 is be AUX m613mw25b31 3 14 essential essential ADJ m613mw25b31 3 15 during during ADP m613mw25b31 3 16 biometric biometric ADJ m613mw25b31 3 17 computations.based computations.base VERB m613mw25b31 3 18 on on ADP m613mw25b31 3 19 the the DET m613mw25b31 3 20 computations computation NOUN m613mw25b31 3 21 that that PRON m613mw25b31 3 22 need need VERB m613mw25b31 3 23 to to PART m613mw25b31 3 24 be be AUX m613mw25b31 3 25 carried carry VERB m613mw25b31 3 26 out out ADP m613mw25b31 3 27 and and CCONJ m613mw25b31 3 28 the the DET m613mw25b31 3 29 type type NOUN m613mw25b31 3 30 of of ADP m613mw25b31 3 31 biometric biometric ADJ m613mw25b31 3 32 data datum NOUN m613mw25b31 3 33 , , PUNCT m613mw25b31 3 34 there there PRON m613mw25b31 3 35 is be VERB m613mw25b31 3 36 a a DET m613mw25b31 3 37 need need NOUN m613mw25b31 3 38 for for ADP m613mw25b31 3 39 application application NOUN m613mw25b31 3 40 - - PUNCT m613mw25b31 3 41 specific specific ADJ m613mw25b31 3 42 privacy privacy NOUN m613mw25b31 3 43 preserving preserve VERB m613mw25b31 3 44 solutions solution NOUN m613mw25b31 3 45 . . PUNCT m613mw25b31 4 1 these these DET m613mw25b31 4 2 solutions solution NOUN m613mw25b31 4 3 can can AUX m613mw25b31 4 4 be be AUX m613mw25b31 4 5 provided provide VERB m613mw25b31 4 6 by by ADP m613mw25b31 4 7 developing develop VERB m613mw25b31 4 8 secure secure ADJ m613mw25b31 4 9 biometric biometric ADJ m613mw25b31 4 10 computations computation NOUN m613mw25b31 4 11 in in ADP m613mw25b31 4 12 a a DET m613mw25b31 4 13 way way NOUN m613mw25b31 4 14 that that PRON m613mw25b31 4 15 no no DET m613mw25b31 4 16 information information NOUN m613mw25b31 4 17 gets gets AUX m613mw25b31 4 18 revealed reveal VERB m613mw25b31 4 19 during during ADP m613mw25b31 4 20 the the DET m613mw25b31 4 21 protocol protocol NOUN m613mw25b31 4 22 execution execution NOUN m613mw25b31 4 23 . . PUNCT m613mw25b31 5 1 in in ADP m613mw25b31 5 2 some some DET m613mw25b31 5 3 biometric biometric ADJ m613mw25b31 5 4 applications application NOUN m613mw25b31 5 5 ( ( PUNCT m613mw25b31 5 6 e.g. e.g. X m613mw25b31 5 7 verification verification NOUN m613mw25b31 5 8 and and CCONJ m613mw25b31 5 9 identification identification NOUN m613mw25b31 5 10 ) ) PUNCT m613mw25b31 5 11 , , PUNCT m613mw25b31 5 12 data datum NOUN m613mw25b31 5 13 is be AUX m613mw25b31 5 14 distributed distribute VERB m613mw25b31 5 15 amongst amongst ADP m613mw25b31 5 16 different different ADJ m613mw25b31 5 17 parties party NOUN m613mw25b31 5 18 engaged engage VERB m613mw25b31 5 19 in in ADP m613mw25b31 5 20 computations computation NOUN m613mw25b31 5 21 . . PUNCT m613mw25b31 6 1 in in ADP m613mw25b31 6 2 some some DET m613mw25b31 6 3 other other ADJ m613mw25b31 6 4 applications application NOUN m613mw25b31 6 5 , , PUNCT m613mw25b31 6 6 the the DET m613mw25b31 6 7 execution execution NOUN m613mw25b31 6 8 of of ADP m613mw25b31 6 9 computations computation NOUN m613mw25b31 6 10 is be AUX m613mw25b31 6 11 bounded bound VERB m613mw25b31 6 12 by by ADP m613mw25b31 6 13 the the DET m613mw25b31 6 14 computational computational ADJ m613mw25b31 6 15 power power NOUN m613mw25b31 6 16 of of ADP m613mw25b31 6 17 the the DET m613mw25b31 6 18 parties party NOUN m613mw25b31 6 19 , , PUNCT m613mw25b31 6 20 motivating motivate VERB m613mw25b31 6 21 the the DET m613mw25b31 6 22 use use NOUN m613mw25b31 6 23 of of ADP m613mw25b31 6 24 cloud cloud NOUN m613mw25b31 6 25 or or CCONJ m613mw25b31 6 26 external external ADJ m613mw25b31 6 27 servers server NOUN m613mw25b31 6 28 . . PUNCT m613mw25b31 7 1 in in ADP m613mw25b31 7 2 both both DET m613mw25b31 7 3 these these DET m613mw25b31 7 4 cases case NOUN m613mw25b31 7 5 , , PUNCT m613mw25b31 7 6 1 1 X m613mw25b31 7 7 ) ) PUNCT m613mw25b31 7 8 there there PRON m613mw25b31 7 9 is be VERB m613mw25b31 7 10 a a DET m613mw25b31 7 11 higher high ADJ m613mw25b31 7 12 risk risk NOUN m613mw25b31 7 13 for for ADP m613mw25b31 7 14 sensitive sensitive ADJ m613mw25b31 7 15 data datum NOUN m613mw25b31 7 16 to to PART m613mw25b31 7 17 be be AUX m613mw25b31 7 18 disclosed disclose VERB m613mw25b31 7 19 , , PUNCT m613mw25b31 7 20 making make VERB m613mw25b31 7 21 secure secure ADJ m613mw25b31 7 22 biometric biometric ADJ m613mw25b31 7 23 protocols protocol NOUN m613mw25b31 7 24 a a DET m613mw25b31 7 25 prominent prominent ADJ m613mw25b31 7 26 need need NOUN m613mw25b31 7 27 for for ADP m613mw25b31 7 28 such such ADJ m613mw25b31 7 29 practical practical ADJ m613mw25b31 7 30 applications application NOUN m613mw25b31 7 31 , , PUNCT m613mw25b31 7 32 2 2 X m613mw25b31 7 33 ) ) PUNCT m613mw25b31 7 34 it it PRON m613mw25b31 7 35 is be AUX m613mw25b31 7 36 more more ADV m613mw25b31 7 37 challenging challenging ADJ m613mw25b31 7 38 to to PART m613mw25b31 7 39 develop develop VERB m613mw25b31 7 40 novel novel ADJ m613mw25b31 7 41 and and CCONJ m613mw25b31 7 42 efficient efficient ADJ m613mw25b31 7 43 solutions solution NOUN m613mw25b31 7 44 for for ADP m613mw25b31 7 45 these these DET m613mw25b31 7 46 computational computational ADJ m613mw25b31 7 47 settings setting NOUN m613mw25b31 7 48 , , PUNCT m613mw25b31 7 49 making make VERB m613mw25b31 7 50 the the DET m613mw25b31 7 51 design design NOUN m613mw25b31 7 52 of of ADP m613mw25b31 7 53 secure secure ADJ m613mw25b31 7 54 biometric biometric ADJ m613mw25b31 7 55 protocols protocol NOUN m613mw25b31 7 56 a a DET m613mw25b31 7 57 research research NOUN m613mw25b31 7 58 - - PUNCT m613mw25b31 7 59 worthy worthy ADJ m613mw25b31 7 60 effort.in effort.in NUM m613mw25b31 7 61 our our PRON m613mw25b31 7 62 research research NOUN m613mw25b31 7 63 , , PUNCT m613mw25b31 7 64 we we PRON m613mw25b31 7 65 worked work VERB m613mw25b31 7 66 on on ADP m613mw25b31 7 67 three three NUM m613mw25b31 7 68 different different ADJ m613mw25b31 7 69 biometric biometric ADJ m613mw25b31 7 70 modalities modality NOUN m613mw25b31 7 71 which which PRON m613mw25b31 7 72 require require VERB m613mw25b31 7 73 various various ADJ m613mw25b31 7 74 computational computational ADJ m613mw25b31 7 75 settings setting NOUN m613mw25b31 7 76 . . PUNCT m613mw25b31 8 1 in in ADP m613mw25b31 8 2 more more ADJ m613mw25b31 8 3 detail detail NOUN m613mw25b31 8 4 : : PUNCT m613mw25b31 8 5 we we PRON m613mw25b31 8 6 focused focus VERB m613mw25b31 8 7 on on ADP m613mw25b31 8 8 voice voice NOUN m613mw25b31 8 9 recognition recognition NOUN m613mw25b31 8 10 in in ADP m613mw25b31 8 11 semi semi ADJ m613mw25b31 8 12 - - ADJ m613mw25b31 8 13 honest honest ADJ m613mw25b31 8 14 and and CCONJ m613mw25b31 8 15 malicious malicious ADJ m613mw25b31 8 16 adversarial adversarial ADJ m613mw25b31 8 17 models model NOUN m613mw25b31 8 18 using use VERB m613mw25b31 8 19 floating float VERB m613mw25b31 8 20 point point NOUN m613mw25b31 8 21 arithmetic arithmetic NOUN m613mw25b31 8 22 ( ( PUNCT m613mw25b31 8 23 the the DET m613mw25b31 8 24 most most ADV m613mw25b31 8 25 common common ADJ m613mw25b31 8 26 and and CCONJ m613mw25b31 8 27 accurate accurate ADJ m613mw25b31 8 28 type type NOUN m613mw25b31 8 29 of of ADP m613mw25b31 8 30 data datum NOUN m613mw25b31 8 31 for for ADP m613mw25b31 8 32 voice voice NOUN m613mw25b31 8 33 recognition recognition NOUN m613mw25b31 8 34 ) ) PUNCT m613mw25b31 8 35 . . PUNCT m613mw25b31 9 1 based base VERB m613mw25b31 9 2 on on ADP m613mw25b31 9 3 the the DET m613mw25b31 9 4 application application NOUN m613mw25b31 9 5 , , PUNCT m613mw25b31 9 6 we we PRON m613mw25b31 9 7 considered consider VERB m613mw25b31 9 8 two two NUM m613mw25b31 9 9 secure secure ADJ m613mw25b31 9 10 computational computational ADJ m613mw25b31 9 11 settings setting NOUN m613mw25b31 9 12 which which PRON m613mw25b31 9 13 are be AUX m613mw25b31 9 14 two two NUM m613mw25b31 9 15 - - PUNCT m613mw25b31 9 16 party party NOUN m613mw25b31 9 17 and and CCONJ m613mw25b31 9 18 multi multi ADJ m613mw25b31 9 19 - - ADJ m613mw25b31 9 20 party party ADJ m613mw25b31 9 21 settings setting NOUN m613mw25b31 9 22 . . PUNCT m613mw25b31 10 1 for for ADP m613mw25b31 10 2 this this DET m613mw25b31 10 3 purpose purpose NOUN m613mw25b31 10 4 , , PUNCT m613mw25b31 10 5 we we PRON m613mw25b31 10 6 designed design VERB m613mw25b31 10 7 new new ADJ m613mw25b31 10 8 secure secure ADJ m613mw25b31 10 9 floating float VERB m613mw25b31 10 10 - - PUNCT m613mw25b31 10 11 point point NOUN m613mw25b31 10 12 operations operation NOUN m613mw25b31 10 13 necessary necessary ADJ m613mw25b31 10 14 for for ADP m613mw25b31 10 15 voice voice NOUN m613mw25b31 10 16 recognition recognition NOUN m613mw25b31 10 17 computations computation NOUN m613mw25b31 10 18 . . PUNCT m613mw25b31 11 1 we we PRON m613mw25b31 11 2 designed design VERB m613mw25b31 11 3 novel novel NOUN m613mw25b31 11 4 and and CCONJ m613mw25b31 11 5 general general ADJ m613mw25b31 11 6 approaches approach NOUN m613mw25b31 11 7 to to PART m613mw25b31 11 8 securely securely ADV m613mw25b31 11 9 compute compute VERB m613mw25b31 11 10 three three NUM m613mw25b31 11 11 genomic genomic NOUN m613mw25b31 11 12 tests test NOUN m613mw25b31 11 13 ( ( PUNCT m613mw25b31 11 14 i.e. i.e. X m613mw25b31 11 15 , , PUNCT m613mw25b31 11 16 paternity paternity NOUN m613mw25b31 11 17 , , PUNCT m613mw25b31 11 18 ancestry ancestry NOUN m613mw25b31 11 19 , , PUNCT m613mw25b31 11 20 and and CCONJ m613mw25b31 11 21 genomic genomic ADJ m613mw25b31 11 22 compatibility compatibility NOUN m613mw25b31 11 23 ) ) PUNCT m613mw25b31 11 24 . . PUNCT m613mw25b31 12 1 we we PRON m613mw25b31 12 2 considered consider VERB m613mw25b31 12 3 server server NOUN m613mw25b31 12 4 aided aid VERB m613mw25b31 12 5 two two NUM m613mw25b31 12 6 - - PUNCT m613mw25b31 12 7 party party NOUN m613mw25b31 12 8 computation computation NOUN m613mw25b31 12 9 for for ADP m613mw25b31 12 10 those those DET m613mw25b31 12 11 applications application NOUN m613mw25b31 12 12 . . PUNCT m613mw25b31 13 1 also also ADV m613mw25b31 13 2 , , PUNCT m613mw25b31 13 3 based base VERB m613mw25b31 13 4 on on ADP m613mw25b31 13 5 the the DET m613mw25b31 13 6 genomic genomic ADJ m613mw25b31 13 7 computational computational ADJ m613mw25b31 13 8 settings setting NOUN m613mw25b31 13 9 we we PRON m613mw25b31 13 10 proposed propose VERB m613mw25b31 13 11 novel novel NOUN m613mw25b31 13 12 certified certify VERB m613mw25b31 13 13 inputs input NOUN m613mw25b31 13 14 technique technique NOUN m613mw25b31 13 15 to to PART m613mw25b31 13 16 provide provide VERB m613mw25b31 13 17 stronger strong ADJ m613mw25b31 13 18 security security NOUN m613mw25b31 13 19 guarantees guarantee NOUN m613mw25b31 13 20 with with ADP m613mw25b31 13 21 respect respect NOUN m613mw25b31 13 22 to to ADP m613mw25b31 13 23 malicious malicious ADJ m613mw25b31 13 24 users user NOUN m613mw25b31 13 25 . . PUNCT m613mw25b31 14 1 we we PRON m613mw25b31 14 2 built build VERB m613mw25b31 14 3 secure secure ADJ m613mw25b31 14 4 fingerprint fingerprint NOUN m613mw25b31 14 5 recognition recognition NOUN m613mw25b31 14 6 protocols protocol NOUN m613mw25b31 14 7 which which PRON m613mw25b31 14 8 include include VERB m613mw25b31 14 9 both both DET m613mw25b31 14 10 alignment alignment NOUN m613mw25b31 14 11 ( ( PUNCT m613mw25b31 14 12 for for ADP m613mw25b31 14 13 the the DET m613mw25b31 14 14 first first ADJ m613mw25b31 14 15 time time NOUN m613mw25b31 14 16 ) ) PUNCT m613mw25b31 14 17 and and CCONJ m613mw25b31 14 18 matching matching NOUN m613mw25b31 14 19 processes process NOUN m613mw25b31 14 20 . . PUNCT m613mw25b31 15 1 the the DET m613mw25b31 15 2 solutions solution NOUN m613mw25b31 15 3 were be AUX m613mw25b31 15 4 proposed propose VERB m613mw25b31 15 5 in in ADP m613mw25b31 15 6 both both DET m613mw25b31 15 7 two two NUM m613mw25b31 15 8 - - PUNCT m613mw25b31 15 9 party party NOUN m613mw25b31 15 10 and and CCONJ m613mw25b31 15 11 multi multi ADJ m613mw25b31 15 12 - - ADJ m613mw25b31 15 13 party party ADJ m613mw25b31 15 14 computational computational ADJ m613mw25b31 15 15 settings setting NOUN m613mw25b31 15 16 . . PUNCT m613mw25b31 16 1 we we PRON m613mw25b31 16 2 also also ADV m613mw25b31 16 3 designed design VERB m613mw25b31 16 4 a a DET m613mw25b31 16 5 number number NOUN m613mw25b31 16 6 of of ADP m613mw25b31 16 7 new new ADJ m613mw25b31 16 8 secure secure ADJ m613mw25b31 16 9 and and CCONJ m613mw25b31 16 10 efficient efficient ADJ m613mw25b31 16 11 protocols protocol NOUN m613mw25b31 16 12 for for ADP m613mw25b31 16 13 essential essential ADJ m613mw25b31 16 14 operations operation NOUN m613mw25b31 16 15 in in ADP m613mw25b31 16 16 fingerprint fingerprint NOUN m613mw25b31 16 17 recognition recognition NOUN m613mw25b31 16 18 process process NOUN m613mw25b31 16 19 . . PUNCT m613mw25b31 17 1 to to ADP m613mw25b31 17 2 the the DET m613mw25b31 17 3 best good ADJ m613mw25b31 17 4 of of ADP m613mw25b31 17 5 our our PRON m613mw25b31 17 6 knowledge knowledge NOUN m613mw25b31 17 7 , , PUNCT m613mw25b31 17 8 our our PRON m613mw25b31 17 9 unique unique ADJ m613mw25b31 17 10 contributions contribution NOUN m613mw25b31 17 11 in in ADP m613mw25b31 17 12 different different ADJ m613mw25b31 17 13 biometric biometric ADJ m613mw25b31 17 14 modalities modality NOUN m613mw25b31 17 15 largely largely ADV m613mw25b31 17 16 benefit benefit VERB m613mw25b31 17 17 the the DET m613mw25b31 17 18 field field NOUN m613mw25b31 17 19 of of ADP m613mw25b31 17 20 secure secure ADJ m613mw25b31 17 21 biometric biometric ADJ m613mw25b31 17 22 computation computation NOUN m613mw25b31 17 23 . . PUNCT m613mw25b31 18 1 our our PRON m613mw25b31 18 2 solutions solution NOUN m613mw25b31 18 3 consider consider VERB m613mw25b31 18 4 the the DET m613mw25b31 18 5 nature nature NOUN m613mw25b31 18 6 of of ADP m613mw25b31 18 7 computational computational ADJ m613mw25b31 18 8 setting setting NOUN m613mw25b31 18 9 ( ( PUNCT m613mw25b31 18 10 two two NUM m613mw25b31 18 11 - - PUNCT m613mw25b31 18 12 party party NOUN m613mw25b31 18 13 and and CCONJ m613mw25b31 18 14 multi multi ADJ m613mw25b31 18 15 - - ADJ m613mw25b31 18 16 party party ADJ m613mw25b31 18 17 settings setting NOUN m613mw25b31 18 18 ) ) PUNCT m613mw25b31 18 19 of of ADP m613mw25b31 18 20 biometric biometric ADJ m613mw25b31 18 21 applications application NOUN m613mw25b31 18 22 in in ADP m613mw25b31 18 23 practice practice NOUN m613mw25b31 18 24 and and CCONJ m613mw25b31 18 25 efficiently efficiently ADV m613mw25b31 18 26 protect protect VERB m613mw25b31 18 27 the the DET m613mw25b31 18 28 data datum NOUN m613mw25b31 18 29 during during ADP m613mw25b31 18 30 the the DET m613mw25b31 18 31 computations computation NOUN m613mw25b31 18 32 . . PUNCT m613mw25b31 19 1 in in ADP m613mw25b31 19 2 addition addition NOUN m613mw25b31 19 3 , , PUNCT m613mw25b31 19 4 our our PRON m613mw25b31 19 5 secure secure ADJ m613mw25b31 19 6 protocols protocol NOUN m613mw25b31 19 7 and and CCONJ m613mw25b31 19 8 building building NOUN m613mw25b31 19 9 blocks block NOUN m613mw25b31 19 10 are be AUX m613mw25b31 19 11 general general ADJ m613mw25b31 19 12 and and CCONJ m613mw25b31 19 13 can can AUX m613mw25b31 19 14 be be AUX m613mw25b31 19 15 used use VERB m613mw25b31 19 16 for for ADP m613mw25b31 19 17 other other ADJ m613mw25b31 19 18 applications application NOUN m613mw25b31 19 19 where where SCONJ m613mw25b31 19 20 the the DET m613mw25b31 19 21 same same ADJ m613mw25b31 19 22 data data NOUN m613mw25b31 19 23 types type NOUN m613mw25b31 19 24 and and CCONJ m613mw25b31 19 25 settings setting NOUN m613mw25b31 19 26 are be AUX m613mw25b31 19 27 used use VERB m613mw25b31 19 28 . . PUNCT