{
  "TestName": "cli",
  "DateTime": "2017-05-19T19:13:03.5014229+02:00",
  "DateTimeString": "2017-05-19-07-13-03-odp.",
  "Labels": null,
  "MinFlows": 30,
  "FeatureSelectionTreshold": 2.0,
  "CrossValidationFolds": 2,
  "TrainingToVerificationRation": 0.5
}

PS D:\AppIdentCli> .\AppIdentCli.exe -e -m 30 -r 0.5 -n -d ..\all_appIdentDataSource.bin
19.5.2017 19:13:03 Loading: ..\all_appIdentDataSource.bin
19.5.2017 19:16:23 Repartitioning ratio 0,5 with min flows 30
19.5.2017 19:16:23 Running feature elimination with trashold 2.
19.5.2017 19:17:31 Running classification
19.5.2017 21:46:58 Classification results:
5355_udp-
TP:22169, FP:131, FN:187
FPs: 137_udp-: 25, 53_udp_dns-: 7, 5351_udp-: 99,
FNs: 5004_udp-: 187,
Precision: 0,994125560538117
Recall: 0,991635355161925
F-Measure: 0,992878896452884


53_udp_dns-
TP:21516, FP:2649, FN:800
FPs: 137_udp-: 42, 138_udp-: 27, 1900_udp-: 17, 27017_udp-: 238, 27018_udp-: 265, 27019_udp-: 1491, 27020_udp-: 195, 2
21_udp-: 83, 27036_udp-: 1, 3478_udp-: 34, 3702_udp-: 1, 40003_udp-: 3, 40018_udp-: 2, 40020_udp-: 3, 40024_udp-: 2, 4
27_udp-: 3, 40029_udp-: 3, 40030_udp-: 1, 40036_udp-: 1, 43265_udp-: 35, 443_udp_https-: 90, 47993_udp-: 29, 49001_udp
 7, 50321_udp-: 2, 51413_udp-: 11, 51654_udp-: 1, 5351_udp-: 4, 67_udp_dhcps-: 7, 6881_udp-: 48, 6889_udp-: 3,
FNs: 40024_udp-: 680, 40028_udp-: 29, 5355_udp-: 7, 547_udp_dhcpv6c-: 11, 5004_udp-: 10, 51654_udp-: 10, 40003_udp-: 4
 5005_udp-: 2, 443_udp_https-: 3, 5353_udp-: 1,
Precision: 0,890378646803228
Recall: 0,964151281591683
F-Measure: 0,925797637744455


443_tcp_https-firefoxexe
TP:6381, FP:13275, FN:4061
FPs: 443_tcp_https-: 1806, 443_tcp_https-chromeexe: 2482, 443_tcp_https-spotifyexe: 1137, 443_tcp_https-steamexe: 21,
3_tcp_https-steamwebhelperexe: 10, 443_tcp_https-system: 7818, 995_tcp-thunderbirdexe: 1,
FNs: 443_tcp_https-: 4045, 443_tcp_https-chromeexe: 6, 80_tcp_http-firefoxexe: 4, 80_tcp_http-: 5, 5005_udp-: 1,
Precision: 0,3246336996337
Recall: 0,611089829534572
F-Measure: 0,424014884709948


443_tcp_https-
TP:5741, FP:30578, FN:2119
FPs: 12350_tcp-skypeexe: 3, 40029_tcp-skypeexe: 1, 4070_tcp-spotifyexe: 6, 443_tcp_https-firefoxexe: 4045, 443_tcp_htt
-googledrivesyncexe: 21, 443_tcp_https-chromeexe: 3469, 443_tcp_https-iexploreexe: 4736, 443_tcp_https-itunesexe: 4991
443_tcp_https-mshtaexe: 4, 443_tcp_https-msmpengexe: 38, 443_tcp_https-onedriveexe: 840, 443_tcp_https-skypebrowserhos
xe: 386, 443_tcp_https-skypeexe: 2751, 443_tcp_https-spotifyexe: 1967, 443_tcp_https-steamexe: 7, 443_tcp_https-steamw
helperexe: 13, 443_tcp_https-svchostexe: 316, 443_tcp_https-system: 6609, 443_tcp_https-thunderbirdexe: 17, 443_tcp_ht
s-utorrentexe: 172, 45776_tcp-utorrentexe: 1, 465_tcp-thunderbirdexe: 47, 5222_tcp_jabber-pidginexe: 1, 5223_tcp_jabbe
sl-apsdaemonexe: 10, 53_tcp_dns-system: 1, 5938_tcp-: 7, 5938_tcp-teamviewer_serviceexe: 1, 80_tcp_http-: 7, 80_tcp_ht
-firefoxexe: 2, 80_tcp_http-iexploreexe: 2, 80_tcp_http-spotifyexe: 1, 80_tcp_http-utorrentexe: 2, 995_tcp-thunderbird
e: 104,
FNs: 443_tcp_https-firefoxexe: 1806, 443_tcp_https-iexploreexe: 123, 443_tcp_https-skypeexe: 69, 443_tcp_https-system:
1, 5005_udp-: 9, 80_tcp_http-: 33, 80_tcp_http-firefoxexe: 6, 443_tcp_https-chromeexe: 12,
Precision: 0,15807153280652
Recall: 0,730407124681934
F-Measure: 0,259897236243464


80_tcp_http-
TP:4555, FP:1704, FN:2705
FPs: 2869_tcp-: 102, 2869_tcp-system: 45, 3128_tcp-: 43, 3128_tcp-chromeexe: 46, 3128_tcp-spotifyexe: 2, 3128_tcp-stea
ebhelperexe: 40, 3128_tcp-system: 16, 4070_tcp-spotifyexe: 1, 443_tcp_https-: 33, 443_tcp_https-firefoxexe: 5, 443_tcp
ttps-chromeexe: 2, 443_tcp_https-iexploreexe: 3, 443_tcp_https-itunesexe: 187, 443_tcp_https-skypebrowserhostexe: 2, 4
_tcp_https-skypeexe: 4, 443_tcp_https-spotifyexe: 2, 443_tcp_https-system: 1, 443_tcp_https-utorrentexe: 1, 5223_tcp_j
berssl-apsdaemonexe: 2, 6969_tcp-utorrentexe: 12, 80_tcp_http-avgmfapxexe: 8, 80_tcp_http-firefoxexe: 314, 80_tcp_http
exploreexe: 482, 80_tcp_http-itunesexe: 71, 80_tcp_http-onedriveexe: 32, 80_tcp_http-spotifyexe: 24, 80_tcp_http-steam
e: 12, 80_tcp_http-system: 22, 80_tcp_http-teamviewer_serviceexe: 7, 80_tcp_http-utorrentexe: 135, 80_tcp_http-utorren
eexe: 48,
FNs: 80_tcp_http-iexploreexe: 1705, 80_tcp_http-spotifyexe: 491, 80_tcp_http-utorrentieexe: 368, 80_tcp_http-steamexe:
2, 80_tcp_http-utorrentexe: 6, 80_tcp_http-firefoxexe: 15, 5005_udp-: 20, 57621_udp-: 2, 3128_tcp-chromeexe: 6, 443_tc
https-: 7, 80_tcp_http-onedriveexe: 3,
Precision: 0,727752037066624
Recall: 0,627410468319559
F-Measure: 0,673866410237444


80_tcp_http-spotifyexe
TP:3002, FP:789, FN:58
FPs: 80_tcp_http-: 491, 80_tcp_http-firefoxexe: 69, 80_tcp_http-iexploreexe: 122, 80_tcp_http-itunesexe: 16, 80_tcp_ht
-steamexe: 77, 80_tcp_http-system: 2, 80_tcp_http-utorrentexe: 1, 80_tcp_http-utorrentieexe: 11,
FNs: 80_tcp_http-utorrentieexe: 16, 443_tcp_https-chromeexe: 1, 443_tcp_https-: 1, 80_tcp_http-steamexe: 2, 80_tcp_htt
: 24, 80_tcp_http-iexploreexe: 13, 80_tcp_http-firefoxexe: 1,
Precision: 0,791875494592456
Recall: 0,981045751633987
F-Measure: 0,876368413370311


443_tcp_https-system
TP:1631, FP:969, FN:14436
FPs: 443_tcp_https-: 61, 443_tcp_https-chromeexe: 11, 443_tcp_https-iexploreexe: 807, 443_tcp_https-onedriveexe: 22, 4
_tcp_https-skypebrowserhostexe: 1, 443_tcp_https-skypeexe: 13, 443_tcp_https-spotifyexe: 54,
FNs: 443_tcp_https-: 6609, 443_tcp_https-firefoxexe: 7818, 443_tcp_https-chromeexe: 5, 80_tcp_http-firefoxexe: 1, 80_t
_http-: 1, 443_tcp_https-skypeexe: 1, 443_tcp_https-spotifyexe: 1,
Precision: 0,627307692307692
Recall: 0,101512416754839
F-Measure: 0,174746879520009


443_udp_https-
TP:835, FP:78, FN:103
FPs: 11000_udp-: 14, 137_udp-: 3, 27017_udp-: 4, 27018_udp-: 1, 27019_udp-: 3, 27020_udp-: 1, 27021_udp-: 1, 3478_udp-
1, 40020_udp-: 1, 40029_udp-: 1, 43265_udp-: 23, 47993_udp-: 19, 51654_udp-: 1, 53_udp_dns-: 3, 5938_tcp-: 1, 5938_tcp
eamviewer_serviceexe: 1,
FNs: 53_udp_dns-: 90, 40025_udp-: 4, 50321_udp-: 1, 40028_udp-: 1, 40005_udp-: 1, 57621_udp-: 5, 5005_udp-: 1,
Precision: 0,914567360350493
Recall: 0,890191897654584
F-Measure: 0,902215018908698


51654_udp-
TP:753, FP:382, FN:19
FPs: 1900_udp-: 105, 27017_udp-: 11, 27018_udp-: 8, 27019_udp-: 10, 27020_udp-: 6, 27021_udp-: 4, 40027_udp-: 2, 40028
dp-: 1, 43265_udp-: 6, 443_tcp_https-itunesexe: 6, 47993_udp-: 2, 5223_tcp_jabberssl-apsdaemonexe: 4, 53_udp_dns-: 10,
938_tcp-: 1, 67_udp_dhcpc-: 13, 67_udp_dhcps-: 193,
FNs: 443_udp_https-: 1, 6881_udp-: 3, 40028_udp-: 1, 5353_udp-: 4, 40036_udp-: 5, 53_udp_dns-: 1, 49001_udp-: 1, 57621
dp-: 1, 40029_udp-: 2,
Precision: 0,663436123348018
Recall: 0,975388601036269
F-Measure: 0,789722076560042


80_tcp_http-iexploreexe
TP:383, FP:3548, FN:844
FPs: 22_tcp_ssh-winscpexe: 8, 2869_tcp-: 612, 2869_tcp-system: 128, 3128_tcp-: 282, 3128_tcp-chromeexe: 116, 3128_tcp-
otifyexe: 2, 3128_tcp-system: 57, 5938_tcp-: 1, 6969_tcp-utorrentexe: 7, 80_tcp_http-: 1705, 80_tcp_http-avgmfapxexe:
 80_tcp_http-firefoxexe: 291, 80_tcp_http-itunesexe: 37, 80_tcp_http-spotifyexe: 13, 80_tcp_http-steamexe: 32, 80_tcp_
tp-system: 27, 80_tcp_http-teamviewer_serviceexe: 28, 80_tcp_http-utorrentexe: 165, 80_tcp_http-utorrentieexe: 35,
FNs: 80_tcp_http-: 482, 80_tcp_http-spotifyexe: 122, 5005_udp-: 10, 80_tcp_http-utorrentieexe: 155, 80_tcp_http-steame
: 36, 443_tcp_https-: 2, 443_tcp_https-chromeexe: 36, 3128_tcp-steamwebhelperexe: 1,
Precision: 0,0974306792164844
Recall: 0,312143439282804
F-Measure: 0,148507173322993


80_tcp_http-utorrentexe
TP:309, FP:7, FN:383
FPs: 80_tcp_http-: 6, 80_tcp_http-utorrentieexe: 1,
FNs: 80_tcp_http-: 135, 80_tcp_http-iexploreexe: 165, 80_tcp_http-spotifyexe: 1, 80_tcp_http-utorrentieexe: 23, 443_tc
https-: 2, 5005_udp-: 29, 57621_udp-: 23, 443_tcp_https-chromeexe: 2, 80_tcp_http-firefoxexe: 3,
Precision: 0,977848101265823
Recall: 0,446531791907514
F-Measure: 0,613095238095238


443_tcp_https-itunesexe
TP:232, FP:1, FN:5290
FPs: 443_tcp_https-svchostexe: 1,
FNs: 443_tcp_https-: 4991, 80_tcp_http-: 187, 5005_udp-: 104, 80_tcp_http-firefoxexe: 2, 51654_udp-: 6,
Precision: 0,995708154506438
Recall: 0,042013763129301
F-Measure: 0,0806255430060817


138_udp-
TP:224, FP:0, FN:27
FPs:
FNs: 53_udp_dns-: 27,
Precision: 1
Recall: 0,892430278884462
F-Measure: 0,943157894736842


51413_udp-
TP:176, FP:81, FN:182
FPs: 49001_udp-: 3, 6881_udp-: 74, 6882_udp-: 1, 8621_udp-: 3,
FNs: 5004_udp-: 18, 6881_udp-: 114, 40029_udp-: 20, 40036_udp-: 15, 57621_udp-: 1, 53_udp_dns-: 11, 5005_udp-: 3,
Precision: 0,684824902723735
Recall: 0,491620111731844
F-Measure: 0,572357723577236


80_tcp_http-teamviewer_serviceexe
TP:160, FP:8, FN:36
FPs: 80_tcp_http-system: 8,
FNs: 80_tcp_http-iexploreexe: 28, 80_tcp_http-: 7, 80_tcp_http-system: 1,
Precision: 0,952380952380952
Recall: 0,816326530612245
F-Measure: 0,879120879120879


3128_tcp-steamwebhelperexe
TP:156, FP:177, FN:89
FPs: 3128_tcp-: 35, 3128_tcp-chromeexe: 115, 3128_tcp-spotifyexe: 25, 3128_tcp-system: 1, 80_tcp_http-iexploreexe: 1,
FNs: 80_tcp_http-: 40, 3128_tcp-chromeexe: 46, 3128_tcp-: 3,
Precision: 0,468468468468468
Recall: 0,636734693877551
F-Measure: 0,539792387543253


3128_tcp-chromeexe
TP:155, FP:179, FN:311
FPs: 3128_tcp-: 91, 3128_tcp-spotifyexe: 11, 3128_tcp-steamwebhelperexe: 46, 3128_tcp-system: 25, 80_tcp_http-: 6,
FNs: 3128_tcp-steamwebhelperexe: 115, 3128_tcp-: 32, 80_tcp_http-iexploreexe: 116, 3128_tcp-spotifyexe: 1, 80_tcp_http
 46, 5353_udp-: 1,
Precision: 0,464071856287425
Recall: 0,332618025751073
F-Measure: 0,3875


80_tcp_http-steamexe
TP:149, FP:138, FN:122
FPs: 80_tcp_http-: 82, 80_tcp_http-firefoxexe: 18, 80_tcp_http-iexploreexe: 36, 80_tcp_http-spotifyexe: 2,
FNs: 80_tcp_http-spotifyexe: 77, 80_tcp_http-iexploreexe: 32, 80_tcp_http-: 12, 5005_udp-: 1,
Precision: 0,519163763066202
Recall: 0,549815498154982
F-Measure: 0,53405017921147


3702_udp-
TP:141, FP:4, FN:4
FPs: 1900_udp-: 4,
FNs: 57621_udp-: 2, 53_udp_dns-: 1, 5004_udp-: 1,
Precision: 0,972413793103448
Recall: 0,972413793103448
F-Measure: 0,972413793103448


6881_udp-
TP:134, FP:230, FN:400
FPs: 11888_udp-: 3, 40003_udp-: 1, 49001_udp-: 12, 50321_udp-: 25, 51413_udp-: 114, 51654_udp-: 3, 6882_udp-: 5, 6889_
p-: 51, 8621_udp-: 4, 8999_udp-: 12,
FNs: 5004_udp-: 118, 6892_udp-: 72, 5005_udp-: 19, 53_udp_dns-: 48, 51413_udp-: 74, 40029_udp-: 8, 40036_udp-: 8, 5032
udp-: 46, 57621_udp-: 1, 49001_udp-: 1, 40028_udp-: 5,
Precision: 0,368131868131868
Recall: 0,250936329588015
F-Measure: 0,298440979955457


5353_udp-
TP:131, FP:141, FN:3
FPs: 137_udp-: 128, 3128_tcp-chromeexe: 1, 51654_udp-: 4, 53_udp_dns-: 1, 5351_udp-: 5, 547_udp_dhcpv6c-: 1, 67_udp_dh
s-: 1,
FNs: 547_udp_dhcpv6c-: 1, 5004_udp-: 2,
Precision: 0,481617647058824
Recall: 0,977611940298508
F-Measure: 0,645320197044335


57621_udp-
TP:107, FP:457, FN:0
FPs: 12350_tcp-skypeexe: 4, 1900_udp-: 404, 27036_udp-: 1, 3702_udp-: 2, 3800_udp-: 1, 4070_tcp-spotifyexe: 4, 43265_u
-: 4, 443_tcp_https-spotifyexe: 2, 443_udp_https-: 5, 50321_udp-: 1, 51413_udp-: 1, 51654_udp-: 1, 6881_udp-: 1, 6889_
p-: 1, 80_tcp_http-: 2, 80_tcp_http-utorrentexe: 23,
FNs:
Precision: 0,189716312056738
Recall: 1
F-Measure: 0,31892697466468


4070_tcp-spotifyexe
TP:97, FP:0, FN:16
FPs:
FNs: 40029_tcp-skypeexe: 2, 57621_udp-: 4, 443_tcp_https-: 6, 5938_tcp-teamviewer_serviceexe: 2, 443_tcp_https-spotify
e: 1, 80_tcp_http-: 1,
Precision: 1
Recall: 0,858407079646018
F-Measure: 0,923809523809524


3478_udp-
TP:94, FP:0, FN:35
FPs:
FNs: 53_udp_dns-: 34, 443_udp_https-: 1,
Precision: 1
Recall: 0,728682170542636
F-Measure: 0,84304932735426


6969_tcp-utorrentexe
TP:84, FP:0, FN:44
FPs:
FNs: 80_tcp_http-utorrentieexe: 25, 80_tcp_http-: 12, 80_tcp_http-iexploreexe: 7,
Precision: 1
Recall: 0,65625
F-Measure: 0,792452830188679


139_tcp-system
TP:78, FP:21, FN:2
FPs: 139_tcp-: 21,
FNs: 5938_tcp-teamviewer_serviceexe: 2,
Precision: 0,787878787878788
Recall: 0,975
F-Measure: 0,871508379888268


2869_tcp-system
TP:74, FP:0, FN:175
FPs:
FNs: 80_tcp_http-: 45, 80_tcp_http-iexploreexe: 128, 80_tcp_http-firefoxexe: 2,
Precision: 1
Recall: 0,29718875502008
F-Measure: 0,458204334365325


5223_tcp_jabberssl-apsdaemonexe
TP:71, FP:2, FN:16
FPs: 12350_tcp-skypeexe: 1, 22_tcp_ssh-puttyexe: 1,
FNs: 80_tcp_http-: 2, 51654_udp-: 4, 443_tcp_https-: 10,
Precision: 0,972602739726027
Recall: 0,816091954022989
F-Measure: 0,8875


80_tcp_http-utorrentieexe
TP:63, FP:668, FN:100
FPs: 3128_tcp-: 4, 3128_tcp-system: 8, 6969_tcp-utorrentexe: 25, 80_tcp_http-: 368, 80_tcp_http-firefoxexe: 68, 80_tcp
ttp-iexploreexe: 155, 80_tcp_http-spotifyexe: 16, 80_tcp_http-system: 1, 80_tcp_http-utorrentexe: 23,
FNs: 80_tcp_http-iexploreexe: 35, 80_tcp_http-: 48, 80_tcp_http-spotifyexe: 11, 80_tcp_http-utorrentexe: 1, 443_tcp_ht
s-chromeexe: 3, 80_tcp_http-firefoxexe: 1, 5005_udp-: 1,
Precision: 0,0861833105335157
Recall: 0,386503067484663
F-Measure: 0,140939597315436


3128_tcp-
TP:53, FP:46, FN:455
FPs: 3128_tcp-chromeexe: 32, 3128_tcp-steamwebhelperexe: 3, 3128_tcp-system: 11,
FNs: 80_tcp_http-iexploreexe: 282, 3128_tcp-steamwebhelperexe: 35, 3128_tcp-chromeexe: 91, 80_tcp_http-utorrentieexe:
 80_tcp_http-: 43,
Precision: 0,535353535353535
Recall: 0,104330708661417
F-Measure: 0,174629324546952


5938_tcp-teamviewer_serviceexe
TP:44, FP:29, FN:12
FPs: 139_tcp-system: 2, 22_tcp_ssh-winscpexe: 2, 40029_tcp-skypeexe: 1, 4070_tcp-spotifyexe: 2, 5938_tcp-system: 22,
FNs: 5938_tcp-: 7, 5938_tcp-system: 3, 443_tcp_https-: 1, 443_udp_https-: 1,
Precision: 0,602739726027397
Recall: 0,785714285714286
F-Measure: 0,682170542635659


5004_udp-
TP:40, FP:550, FN:1
FPs: 1024_udp-: 5, 11888_udp-: 2, 137_udp-: 3, 1900_udp-: 27, 27019_udp-: 1, 3702_udp-: 1, 3800_udp-: 26, 43265_udp-:
 49001_udp-: 8, 5005_udp-: 2, 50321_udp-: 17, 51413_udp-: 18, 53_udp_dns-: 10, 5353_udp-: 2, 5355_udp-: 187, 5938_udp-
31, 67_udp_dhcps-: 23, 6881_udp-: 118, 6882_udp-: 3, 6889_udp-: 23, 6892_udp-: 3, 6992_udp-: 1, 8621_udp-: 25, 8999_ud
: 12,
FNs: 50321_udp-: 1,
Precision: 0,0677966101694915
Recall: 0,975609756097561
F-Measure: 0,126782884310618


5938_tcp-
TP:35, FP:9, FN:21
FPs: 5938_tcp-system: 2, 5938_tcp-teamviewer_serviceexe: 7,
FNs: 443_tcp_https-: 7, 443_udp_https-: 1, 5938_tcp-system: 11, 51654_udp-: 1, 80_tcp_http-iexploreexe: 1,
Precision: 0,795454545454545
Recall: 0,625
F-Measure: 0,7


5005_udp-
TP:33, FP:5781, FN:2
FPs: 1024_udp-: 3, 1900_udp-: 5528, 22_tcp_ssh-winscpexe: 2, 3800_udp-: 7, 443_tcp_https-: 9, 443_tcp_https-firefoxexe
1, 443_tcp_https-chromeexe: 1, 443_tcp_https-itunesexe: 104, 443_tcp_https-svchostexe: 10, 443_udp_https-: 1, 45776_tc
utorrentexe: 2, 49001_udp-: 2, 50321_udp-: 8, 51413_udp-: 3, 53_udp_dns-: 2, 6881_udp-: 19, 6889_udp-: 4, 80_tcp_http-
20, 80_tcp_http-firefoxexe: 3, 80_tcp_http-iexploreexe: 10, 80_tcp_http-steamexe: 1, 80_tcp_http-system: 2, 80_tcp_htt
utorrentexe: 29, 80_tcp_http-utorrentieexe: 1, 8621_udp-: 6, 8999_udp-: 3,
FNs: 5004_udp-: 2,
Precision: 0,00567595459236326
Recall: 0,942857142857143
F-Measure: 0,01128398016755


5938_udp-
TP:26, FP:0, FN:31
FPs:
FNs: 5004_udp-: 31,
Precision: 1
Recall: 0,456140350877193
F-Measure: 0,626506024096385


5222_tcp_jabber-pidginexe
TP:25, FP:0, FN:1
FPs:
FNs: 443_tcp_https-: 1,
Precision: 1
Recall: 0,961538461538462
F-Measure: 0,980392156862745


12350_tcp-skypeexe
TP:23, FP:0, FN:8
FPs:
FNs: 443_tcp_https-: 3, 5223_tcp_jabberssl-apsdaemonexe: 1, 57621_udp-: 4,
Precision: 1
Recall: 0,741935483870968
F-Measure: 0,851851851851852


50321_udp-
TP:22, FP:161, FN:53
FPs: 11888_udp-: 3, 3800_udp-: 2, 443_udp_https-: 1, 49001_udp-: 2, 5004_udp-: 1, 6881_udp-: 46, 6882_udp-: 5, 6889_ud
: 88, 8621_udp-: 1, 8999_udp-: 12,
FNs: 6881_udp-: 25, 5004_udp-: 17, 5005_udp-: 8, 53_udp_dns-: 2, 57621_udp-: 1,
Precision: 0,120218579234973
Recall: 0,293333333333333
F-Measure: 0,170542635658915


137_udp-
TP:18, FP:0, FN:225
FPs:
FNs: 5355_udp-: 25, 53_udp_dns-: 42, 5353_udp-: 128, 5004_udp-: 3, 443_udp_https-: 3, 49001_udp-: 21, 547_udp_dhcpv6c-
3,
Precision: 1
Recall: 0,0740740740740741
F-Measure: 0,137931034482759


22_tcp_ssh-winscpexe
TP:17, FP:0, FN:14
FPs:
FNs: 80_tcp_http-iexploreexe: 8, 5938_tcp-teamviewer_serviceexe: 2, 443_tcp_https-skypeexe: 2, 5005_udp-: 2,
Precision: 1
Recall: 0,548387096774194
F-Measure: 0,708333333333333


67_udp_dhcpc-
TP:17, FP:2, FN:14
FPs: 67_udp_dhcps-: 2,
FNs: 51654_udp-: 13, 67_udp_dhcps-: 1,
Precision: 0,894736842105263
Recall: 0,548387096774194
F-Measure: 0,68


53_tcp_dns-system
TP:16, FP:0, FN:1
FPs:
FNs: 443_tcp_https-: 1,
Precision: 1
Recall: 0,941176470588235
F-Measure: 0,96969696969697


547_udp_dhcpv6c-
TP:16, FP:15, FN:1
FPs: 137_udp-: 3, 53_udp_dns-: 11, 5353_udp-: 1,
FNs: 5353_udp-: 1,
Precision: 0,516129032258065
Recall: 0,941176470588235
F-Measure: 0,666666666666667


5938_tcp-system
TP:16, FP:14, FN:24
FPs: 5938_tcp-: 11, 5938_tcp-teamviewer_serviceexe: 3,
FNs: 5938_tcp-teamviewer_serviceexe: 22, 5938_tcp-: 2,
Precision: 0,533333333333333
Recall: 0,4
F-Measure: 0,457142857142857


11000_udp-
TP:14, FP:0, FN:14
FPs:
FNs: 443_udp_https-: 14,
Precision: 1
Recall: 0,5
F-Measure: 0,666666666666667


27036_udp-
TP:13, FP:0, FN:2
FPs:
FNs: 53_udp_dns-: 1, 57621_udp-: 1,
Precision: 1
Recall: 0,866666666666667
F-Measure: 0,928571428571429


80_tcp_http-firefoxexe
TP:13, FP:83, FN:765
FPs: 2869_tcp-: 48, 2869_tcp-system: 2, 443_tcp_https-: 6, 443_tcp_https-firefoxexe: 4, 443_tcp_https-itunesexe: 2, 44
tcp_https-system: 1, 80_tcp_http-: 15, 80_tcp_http-spotifyexe: 1, 80_tcp_http-utorrentexe: 3, 80_tcp_http-utorrentieex
 1,
FNs: 5005_udp-: 3, 80_tcp_http-: 314, 80_tcp_http-utorrentieexe: 68, 80_tcp_http-iexploreexe: 291, 80_tcp_http-spotify
e: 69, 80_tcp_http-steamexe: 18, 443_tcp_https-: 2,
Precision: 0,135416666666667
Recall: 0,0167095115681234
F-Measure: 0,0297482837528604


27018_udp-
TP:11, FP:34, FN:274
FPs: 27017_udp-: 13, 27019_udp-: 7, 27020_udp-: 10, 27021_udp-: 4,
FNs: 53_udp_dns-: 265, 443_udp_https-: 1, 51654_udp-: 8,
Precision: 0,244444444444444
Recall: 0,0385964912280702
F-Measure: 0,0666666666666667


45776_tcp-utorrentexe
TP:10, FP:0, FN:3
FPs:
FNs: 443_tcp_https-: 1, 5005_udp-: 2,
Precision: 1
Recall: 0,769230769230769
F-Measure: 0,869565217391304


40020_udp-
TP:8, FP:7, FN:24
FPs: 40003_udp-: 4, 40024_udp-: 1, 40027_udp-: 2,
FNs: 40025_udp-: 9, 40029_udp-: 7, 53_udp_dns-: 3, 40024_udp-: 2, 40028_udp-: 1, 443_udp_https-: 1, 40005_udp-: 1,
Precision: 0,533333333333333
Recall: 0,25
F-Measure: 0,340425531914894


40029_udp-
TP:8, FP:60, FN:18
FPs: 40003_udp-: 8, 40018_udp-: 3, 40020_udp-: 7, 40023_udp-: 1, 40024_udp-: 2, 40027_udp-: 1, 40028_udp-: 2, 40030_ud
: 1, 40036_udp-: 2, 49001_udp-: 1, 51413_udp-: 20, 51654_udp-: 2, 6881_udp-: 8, 6889_udp-: 2,
FNs: 40025_udp-: 7, 40024_udp-: 2, 53_udp_dns-: 3, 40028_udp-: 4, 40023_udp-: 1, 443_udp_https-: 1,
Precision: 0,117647058823529
Recall: 0,307692307692308
F-Measure: 0,170212765957447


443_tcp_https-chromeexe
TP:8, FP:107, FN:5965
FPs: 443_tcp_https-: 12, 443_tcp_https-firefoxexe: 6, 443_tcp_https-iexploreexe: 19, 443_tcp_https-skypeexe: 23, 443_t
_https-system: 5, 80_tcp_http-iexploreexe: 36, 80_tcp_http-spotifyexe: 1, 80_tcp_http-utorrentexe: 2, 80_tcp_http-utor
ntieexe: 3,
FNs: 443_tcp_https-firefoxexe: 2482, 443_tcp_https-: 3469, 443_tcp_https-system: 11, 80_tcp_http-: 2, 5005_udp-: 1,
Precision: 0,0695652173913043
Recall: 0,00133936045538255
F-Measure: 0,0026281208935611


2869_tcp-
TP:7, FP:0, FN:762
FPs:
FNs: 80_tcp_http-iexploreexe: 612, 80_tcp_http-firefoxexe: 48, 80_tcp_http-: 102,
Precision: 1
Recall: 0,00910273081924577
F-Measure: 0,0180412371134021


80_tcp_http-onedriveexe
TP:7, FP:3, FN:32
FPs: 80_tcp_http-: 3,
FNs: 80_tcp_http-: 32,
Precision: 0,7
Recall: 0,179487179487179
F-Measure: 0,285714285714286


22_tcp_ssh-puttyexe
TP:5, FP:0, FN:1
FPs:
FNs: 5223_tcp_jabberssl-apsdaemonexe: 1,
Precision: 1
Recall: 0,833333333333333
F-Measure: 0,909090909090909


443_tcp_https-iexploreexe
TP:5, FP:124, FN:5569
FPs: 443_tcp_https-: 123, 443_tcp_https-utorrentexe: 1,
FNs: 443_tcp_https-: 4736, 80_tcp_http-: 3, 443_tcp_https-chromeexe: 19, 443_tcp_https-system: 807, 443_tcp_https-skyp
xe: 4,
Precision: 0,0387596899224806
Recall: 0,000897021887334051
F-Measure: 0,00175346308960196


9875_udp-
TP:5, FP:0, FN:0
FPs:
FNs:
Precision: 1
Recall: 1
F-Measure: 1


40029_tcp-skypeexe
TP:3, FP:2, FN:2
FPs: 4070_tcp-spotifyexe: 2,
FNs: 443_tcp_https-: 1, 5938_tcp-teamviewer_serviceexe: 1,
Precision: 0,6
Recall: 0,6
F-Measure: 0,6


3128_tcp-spotifyexe
TP:2, FP:1, FN:40
FPs: 3128_tcp-chromeexe: 1,
FNs: 3128_tcp-steamwebhelperexe: 25, 80_tcp_http-: 2, 3128_tcp-chromeexe: 11, 80_tcp_http-iexploreexe: 2,
Precision: 0,666666666666667
Recall: 0,0476190476190476
F-Measure: 0,0888888888888889


40024_udp-
TP:2, FP:697, FN:8
FPs: 40003_udp-: 1, 40018_udp-: 3, 40020_udp-: 2, 40025_udp-: 1, 40027_udp-: 4, 40028_udp-: 2, 40029_udp-: 2, 40030_ud
: 2, 53_udp_dns-: 680,
FNs: 40029_udp-: 2, 40025_udp-: 3, 53_udp_dns-: 2, 40020_udp-: 1,
Precision: 0,00286123032904149
Recall: 0,2
F-Measure: 0,00564174894217207


43265_udp-
TP:2, FP:0, FN:72
FPs:
FNs: 53_udp_dns-: 35, 443_udp_https-: 23, 57621_udp-: 4, 51654_udp-: 6, 40028_udp-: 1, 47993_udp-: 1, 5004_udp-: 2,
Precision: 1
Recall: 0,027027027027027
F-Measure: 0,0526315789473684


443_tcp_https-skypeexe
TP:2, FP:76, FN:2792
FPs: 22_tcp_ssh-winscpexe: 2, 443_tcp_https-: 69, 443_tcp_https-iexploreexe: 4, 443_tcp_https-system: 1,
FNs: 443_tcp_https-: 2751, 443_tcp_https-chromeexe: 23, 443_tcp_https-system: 13, 80_tcp_http-: 4, 443_tcp_https-svcho
exe: 1,
Precision: 0,0256410256410256
Recall: 0,000715819613457409
F-Measure: 0,00139275766016713


443_tcp_https-spotifyexe
TP:2, FP:2, FN:3162
FPs: 4070_tcp-spotifyexe: 1, 443_tcp_https-system: 1,
FNs: 443_tcp_https-: 1967, 443_tcp_https-firefoxexe: 1137, 443_tcp_https-system: 54, 80_tcp_http-: 2, 57621_udp-: 2,
Precision: 0,5
Recall: 0,000632111251580278
F-Measure: 0,00126262626262626


40036_udp-
TP:1, FP:35, FN:4
FPs: 40003_udp-: 1, 49001_udp-: 1, 51413_udp-: 15, 51654_udp-: 5, 6881_udp-: 8, 6889_udp-: 3, 8999_udp-: 2,
FNs: 40029_udp-: 2, 40023_udp-: 1, 53_udp_dns-: 1,
Precision: 0,0277777777777778
Recall: 0,2
F-Measure: 0,048780487804878


465_tcp-thunderbirdexe
TP:1, FP:0, FN:47
FPs:
FNs: 443_tcp_https-: 47,
Precision: 1
Recall: 0,0208333333333333
F-Measure: 0,0408163265306122


49001_udp-
TP:1, FP:24, FN:40
FPs: 137_udp-: 21, 51654_udp-: 1, 6881_udp-: 1, 8999_udp-: 1,
FNs: 6881_udp-: 12, 5004_udp-: 8, 51413_udp-: 3, 50321_udp-: 2, 53_udp_dns-: 7, 40028_udp-: 4, 5005_udp-: 2, 40036_udp
 1, 40029_udp-: 1,
Precision: 0,04
Recall: 0,024390243902439
F-Measure: 0,0303030303030303


6892_udp-
TP:1, FP:73, FN:3
FPs: 6881_udp-: 72, 6992_udp-: 1,
FNs: 5004_udp-: 3,
Precision: 0,0135135135135135
Recall: 0,25
F-Measure: 0,0256410256410256


80_tcp_http-system
TP:1, FP:1, FN:62
FPs: 80_tcp_http-teamviewer_serviceexe: 1,
FNs: 80_tcp_http-: 22, 80_tcp_http-iexploreexe: 27, 80_tcp_http-teamviewer_serviceexe: 8, 80_tcp_http-spotifyexe: 2, 5
5_udp-: 2, 80_tcp_http-utorrentieexe: 1,
Precision: 0,5
Recall: 0,0158730158730159
F-Measure: 0,0307692307692308


1024_udp-
TP:0, FP:0, FN:8
FPs:
FNs: 5004_udp-: 5, 5005_udp-: 3,
Precision: 0
Recall: 0
F-Measure: 0


11888_udp-
TP:0, FP:0, FN:8
FPs:
FNs: 6881_udp-: 3, 50321_udp-: 3, 5004_udp-: 2,
Precision: 0
Recall: 0
F-Measure: 0


139_tcp-
TP:0, FP:0, FN:21
FPs:
FNs: 139_tcp-system: 21,
Precision: 0
Recall: 0
F-Measure: 0


1900_udp-
TP:0, FP:0, FN:6085
FPs:
FNs: 5005_udp-: 5528, 51654_udp-: 105, 57621_udp-: 404, 53_udp_dns-: 17, 5004_udp-: 27, 3702_udp-: 4,
Precision: 0
Recall: 0
F-Measure: 0


27017_udp-
TP:0, FP:0, FN:266
FPs:
FNs: 53_udp_dns-: 238, 27018_udp-: 13, 443_udp_https-: 4, 51654_udp-: 11,
Precision: 0
Recall: 0
F-Measure: 0


27019_udp-
TP:0, FP:0, FN:1512
FPs:
FNs: 53_udp_dns-: 1491, 5004_udp-: 1, 443_udp_https-: 3, 27018_udp-: 7, 51654_udp-: 10,
Precision: 0
Recall: 0
F-Measure: 0


27020_udp-
TP:0, FP:0, FN:212
FPs:
FNs: 53_udp_dns-: 195, 27018_udp-: 10, 51654_udp-: 6, 443_udp_https-: 1,
Precision: 0
Recall: 0
F-Measure: 0


27021_udp-
TP:0, FP:0, FN:92
FPs:
FNs: 53_udp_dns-: 83, 51654_udp-: 4, 27018_udp-: 4, 443_udp_https-: 1,
Precision: 0
Recall: 0
F-Measure: 0


3128_tcp-system
TP:0, FP:0, FN:118
FPs:
FNs: 80_tcp_http-utorrentieexe: 8, 80_tcp_http-iexploreexe: 57, 80_tcp_http-: 16, 3128_tcp-chromeexe: 25, 3128_tcp-: 1
 3128_tcp-steamwebhelperexe: 1,
Precision: 0
Recall: 0
F-Measure: 0


3800_udp-
TP:0, FP:0, FN:36
FPs:
FNs: 5004_udp-: 26, 5005_udp-: 7, 50321_udp-: 2, 57621_udp-: 1,
Precision: 0
Recall: 0
F-Measure: 0


40003_udp-
TP:0, FP:47, FN:23
FPs: 53_udp_dns-: 47,
FNs: 40025_udp-: 1, 53_udp_dns-: 3, 40020_udp-: 4, 40029_udp-: 8, 40028_udp-: 3, 40024_udp-: 1, 6881_udp-: 1, 40036_ud
: 1, 40005_udp-: 1,
Precision: 0
Recall: 0
F-Measure: 0


40005_udp-
TP:0, FP:4, FN:1
FPs: 40003_udp-: 1, 40018_udp-: 1, 40020_udp-: 1, 443_udp_https-: 1,
FNs: 40028_udp-: 1,
Precision: 0
Recall: 0
F-Measure: 0


40018_udp-
TP:0, FP:0, FN:9
FPs:
FNs: 40029_udp-: 3, 53_udp_dns-: 2, 40005_udp-: 1, 40024_udp-: 3,
Precision: 0
Recall: 0
F-Measure: 0


40023_udp-
TP:0, FP:2, FN:1
FPs: 40029_udp-: 1, 40036_udp-: 1,
FNs: 40029_udp-: 1,
Precision: 0
Recall: 0
F-Measure: 0


40025_udp-
TP:0, FP:25, FN:1
FPs: 40003_udp-: 1, 40020_udp-: 9, 40024_udp-: 3, 40029_udp-: 7, 40030_udp-: 1, 443_udp_https-: 4,
FNs: 40024_udp-: 1,
Precision: 0
Recall: 0
F-Measure: 0


40027_udp-
TP:0, FP:0, FN:13
FPs:
FNs: 40020_udp-: 2, 40024_udp-: 4, 51654_udp-: 2, 53_udp_dns-: 3, 40029_udp-: 1, 40028_udp-: 1,
Precision: 0
Recall: 0
F-Measure: 0


40028_udp-
TP:0, FP:51, FN:6
FPs: 40003_udp-: 3, 40005_udp-: 1, 40020_udp-: 1, 40027_udp-: 1, 40029_udp-: 4, 43265_udp-: 1, 443_udp_https-: 1, 4900
udp-: 4, 51654_udp-: 1, 53_udp_dns-: 29, 6881_udp-: 5,
FNs: 40024_udp-: 2, 40030_udp-: 1, 51654_udp-: 1, 40029_udp-: 2,
Precision: 0
Recall: 0
F-Measure: 0


40030_udp-
TP:0, FP:1, FN:5
FPs: 40028_udp-: 1,
FNs: 40029_udp-: 1, 40024_udp-: 2, 40025_udp-: 1, 53_udp_dns-: 1,
Precision: 0
Recall: 0
F-Measure: 0


443_tcp_https-googledrivesyncexe
TP:0, FP:0, FN:21
FPs:
FNs: 443_tcp_https-: 21,
Precision: 0
Recall: 0
F-Measure: 0


443_tcp_https-mshtaexe
TP:0, FP:0, FN:4
FPs:
FNs: 443_tcp_https-: 4,
Precision: 0
Recall: 0
F-Measure: 0


443_tcp_https-msmpengexe
TP:0, FP:0, FN:38
FPs:
FNs: 443_tcp_https-: 38,
Precision: 0
Recall: 0
F-Measure: 0


443_tcp_https-onedriveexe
TP:0, FP:0, FN:862
FPs:
FNs: 443_tcp_https-: 840, 443_tcp_https-system: 22,
Precision: 0
Recall: 0
F-Measure: 0


443_tcp_https-skypebrowserhostexe
TP:0, FP:0, FN:389
FPs:
FNs: 443_tcp_https-: 386, 80_tcp_http-: 2, 443_tcp_https-system: 1,
Precision: 0
Recall: 0
F-Measure: 0


443_tcp_https-steamexe
TP:0, FP:0, FN:28
FPs:
FNs: 443_tcp_https-: 7, 443_tcp_https-firefoxexe: 21,
Precision: 0
Recall: 0
F-Measure: 0


443_tcp_https-steamwebhelperexe
TP:0, FP:0, FN:23
FPs:
FNs: 443_tcp_https-: 13, 443_tcp_https-firefoxexe: 10,
Precision: 0
Recall: 0
F-Measure: 0


443_tcp_https-svchostexe
TP:0, FP:1, FN:327
FPs: 443_tcp_https-skypeexe: 1,
FNs: 443_tcp_https-itunesexe: 1, 443_tcp_https-: 316, 5005_udp-: 10,
Precision: 0
Recall: 0
F-Measure: 0


443_tcp_https-thunderbirdexe
TP:0, FP:0, FN:17
FPs:
FNs: 443_tcp_https-: 17,
Precision: 0
Recall: 0
F-Measure: 0


443_tcp_https-utorrentexe
TP:0, FP:0, FN:174
FPs:
FNs: 443_tcp_https-: 172, 443_tcp_https-iexploreexe: 1, 80_tcp_http-: 1,
Precision: 0
Recall: 0
F-Measure: 0


47993_udp-
TP:0, FP:1, FN:50
FPs: 43265_udp-: 1,
FNs: 443_udp_https-: 19, 53_udp_dns-: 29, 51654_udp-: 2,
Precision: 0
Recall: 0
F-Measure: 0


5351_udp-
TP:0, FP:0, FN:108
FPs:
FNs: 5353_udp-: 5, 5355_udp-: 99, 53_udp_dns-: 4,
Precision: 0
Recall: 0
F-Measure: 0


67_udp_dhcps-
TP:0, FP:1, FN:226
FPs: 67_udp_dhcpc-: 1,
FNs: 5004_udp-: 23, 51654_udp-: 193, 53_udp_dns-: 7, 67_udp_dhcpc-: 2, 5353_udp-: 1,
Precision: 0
Recall: 0
F-Measure: 0


6882_udp-
TP:0, FP:0, FN:14
FPs:
FNs: 50321_udp-: 5, 5004_udp-: 3, 6881_udp-: 5, 51413_udp-: 1,
Precision: 0
Recall: 0
F-Measure: 0


6889_udp-
TP:0, FP:0, FN:175
FPs:
FNs: 50321_udp-: 88, 6881_udp-: 51, 5004_udp-: 23, 5005_udp-: 4, 53_udp_dns-: 3, 40029_udp-: 2, 40036_udp-: 3, 57621_u
-: 1,
Precision: 0
Recall: 0
F-Measure: 0


6992_udp-
TP:0, FP:0, FN:2
FPs:
FNs: 6892_udp-: 1, 5004_udp-: 1,
Precision: 0
Recall: 0
F-Measure: 0


80_tcp_http-avgmfapxexe
TP:0, FP:0, FN:10
FPs:
FNs: 80_tcp_http-iexploreexe: 2, 80_tcp_http-: 8,
Precision: 0
Recall: 0
F-Measure: 0


80_tcp_http-itunesexe
TP:0, FP:0, FN:124
FPs:
FNs: 80_tcp_http-: 71, 80_tcp_http-iexploreexe: 37, 80_tcp_http-spotifyexe: 16,
Precision: 0
Recall: 0
F-Measure: 0


8621_udp-
TP:0, FP:0, FN:39
FPs:
FNs: 5004_udp-: 25, 5005_udp-: 6, 6881_udp-: 4, 51413_udp-: 3, 50321_udp-: 1,
Precision: 0
Recall: 0
F-Measure: 0


8999_udp-
TP:0, FP:0, FN:42
FPs:
FNs: 6881_udp-: 12, 5004_udp-: 12, 40036_udp-: 2, 50321_udp-: 12, 5005_udp-: 3, 49001_udp-: 1,
Precision: 0
Recall: 0
F-Measure: 0


995_tcp-thunderbirdexe
TP:0, FP:0, FN:105
FPs:
FNs: 443_tcp_https-: 104, 443_tcp_https-firefoxexe: 1,
Precision: 0
Recall: 0
F-Measure: 0
