ML4Sec

Welcome to the webpage of the Machine Learning 4 Security Challenge. Please finish the Jupyter Notebook to solve this challenge.

High Scores

Position Name Accuracy True positive rate True negative rate False positive rate False negative rate Submitted at
127 aaaa 0.92327 0.88673 0.98747 0.01253 0.44196 30/12/21 16:25:33
128 aaaa 0.92327 0.88673 0.98747 0.01253 0.44196 30/12/21 16:25:33
179 Avgerinos Demosthenous 0.90115 0.96811 0.99797 0.00203 0.64969 30/12/21 09:33:41
93 404 Not found. 0.94651 0.98864 0.99869 0.00131 0.35031 26/12/21 21:50:04
92 404 Not found. 0.94651 0.98864 0.99869 0.00131 0.35031 26/12/21 21:50:04
91 Fijne kerst! 0.94672 0.83617 0.97243 0.02757 0.19959 23/12/21 12:08:55
90 Fijne kerst! 0.94672 0.83617 0.97243 0.02757 0.19959 23/12/21 12:08:55
80 Test1 0.95199 0.86873 0.97876 0.02124 0.20027 23/12/21 09:34:00
81 Test1 0.95199 0.86873 0.97876 0.02124 0.20027 23/12/21 09:34:00
29 Joro Glista 0.97615 0.95051 0.99189 0.00811 0.11337 21/12/21 11:29:08
30 Joro Glista 0.97615 0.95051 0.99189 0.00811 0.11337 21/12/21 11:29:08
107 Highscorename 0.93616 0.93149 0.99200 0.00800 0.38153 20/12/21 15:25:44
106 Highscorename 0.93616 0.93149 0.99200 0.00800 0.38153 20/12/21 15:25:44
43 Baran & cosmin 0.97290 0.90699 0.98449 0.01551 0.09301 11/01/22 22:51:29
41 Mom can we get NIDS at home? NIDS at home: 0.97310 0.87644 0.99010 0.00990 0.12356 11/01/22 22:49:28
42 Mom can we get NIDS at home? NIDS at home: 0.97310 0.87644 0.99010 0.00990 0.12356 11/01/22 22:47:40
44 Baran & cosmin 0.97290 0.90699 0.98449 0.01551 0.09301 11/01/22 22:44:55
162 None 0.90845 0.47726 0.98425 0.01575 0.52274 11/01/22 22:27:40
163 None 0.90845 0.47726 0.98425 0.01575 0.52274 11/01/22 22:27:39
177 Два долбоёба 0.90125 0.39986 0.98938 0.01062 0.60014 11/01/22 21:19:04
178 Два долбоёба 0.90125 0.39986 0.98938 0.01062 0.60014 11/01/22 21:19:04
34 Marc & ValVe 0.97483 0.89206 0.98938 0.01062 0.10794 11/01/22 21:12:18
33 Marc & ValVe 0.97483 0.89206 0.98938 0.01062 0.10794 11/01/22 21:12:18
48 Lars 0.97229 0.90903 0.98341 0.01659 0.09097 11/01/22 21:04:52
47 Lars 0.97229 0.90903 0.98341 0.01659 0.09097 11/01/22 21:04:52
148 lowscore 0.91444 0.50102 0.98711 0.01289 0.49898 11/01/22 20:45:02
149 lowscore 0.91444 0.50102 0.98711 0.01289 0.49898 11/01/22 20:45:02
94 Both 0.94580 0.89002 0.95561 0.04439 0.10998 11/01/22 20:34:31
95 Both 0.94580 0.89002 0.95561 0.04439 0.10998 11/01/22 20:34:31
140 bruv 0.91911 0.50238 0.99236 0.00764 0.49762 11/01/22 19:58:21
139 bruv 0.91911 0.50238 0.99236 0.00764 0.49762 11/01/22 19:58:21
64 Team 101 0.96864 0.87780 0.98461 0.01539 0.12220 11/01/22 19:55:32
62 Everard en co. 0.96894 0.83164 0.99308 0.00692 0.16836 11/01/22 19:45:48
61 Everard en co. 0.96894 0.83164 0.99308 0.00692 0.16836 11/01/22 19:45:48
63 test 0.96894 0.83164 0.99308 0.00692 0.16836 11/01/22 19:44:39
8 Daria && Martin 0.98285 0.90292 0.99690 0.00310 0.09708 11/01/22 19:33:53
6 Daria && Martin 0.98285 0.90292 0.99690 0.00310 0.09708 11/01/22 19:23:51
7 Daria && Martin 0.98285 0.90292 0.99690 0.00310 0.09708 11/01/22 19:23:51
67 Hoping it passes 0.96468 0.91310 0.97375 0.02625 0.08690 11/01/22 19:23:01
66 Hoping it passes 0.96468 0.91310 0.97375 0.02625 0.08690 11/01/22 19:23:01
45 Gopnik catcher 0.97280 0.87644 0.98974 0.01026 0.12356 11/01/22 19:18:51
46 Gopnik catcher 0.97280 0.87644 0.98974 0.01026 0.12356 11/01/22 19:18:50
89 IDC 0.94692 0.72098 0.98663 0.01337 0.27902 11/01/22 19:12:28
88 IDC 0.94692 0.72098 0.98663 0.01337 0.27902 11/01/22 19:12:28
85 Tim Eichhorn & Koen Rienstra 0.94956 0.71487 0.99081 0.00919 0.28513 11/01/22 18:59:55
84 Tim Eichhorn & Koen Rienstra 0.94956 0.71487 0.99081 0.00919 0.28513 11/01/22 18:59:55
17 Schreisfelt 0.98021 0.90292 0.99379 0.00621 0.09708 11/01/22 18:16:07
15 Schreisfelt 0.98021 0.90292 0.99379 0.00621 0.09708 11/01/22 18:16:07
1 Group 137 0.99767 0.99796 0.99761 0.00239 0.00204 11/01/22 18:15:25
2 Group 137 0.99767 0.99796 0.99761 0.00239 0.00204 11/01/22 18:15:25
109 F & M 0.93596 0.62525 0.99057 0.00943 0.37475 11/01/22 17:15:12
108 F & M 0.93596 0.62525 0.99057 0.00943 0.37475 11/01/22 17:15:12
31 yeet 0.97564 0.90631 0.98783 0.01217 0.09369 11/01/22 16:52:46
32 yeet 0.97564 0.90631 0.98783 0.01217 0.09369 11/01/22 16:52:08
5 Ijsbeertje 0.98346 1 0.98055 0.01945 0 11/01/22 16:45:04
4 Ijsbeertje 0.98346 1 0.98055 0.01945 0 11/01/22 16:45:04
158 Benis 0.91008 0.41208 0.99761 0.00239 0.58792 11/01/22 16:41:30
159 Benis 0.91008 0.41208 0.99761 0.00239 0.58792 11/01/22 16:41:30
25 Group 71 0.97767 0.89545 0.99212 0.00788 0.10455 11/01/22 16:37:10
122 Bloods 0.92733 0.65173 0.97578 0.02422 0.34827 11/01/22 16:20:48
121 Bloods 0.92733 0.65173 0.97578 0.02422 0.34827 11/01/22 16:20:48
114 Nijs & Novo 0.93068 0.54107 0.99916 0.00084 0.45893 11/01/22 16:13:32
115 Nijs & Novo 0.93068 0.54107 0.99916 0.00084 0.45893 11/01/22 16:13:32
14 VKL 0.98031 0.90428 0.99368 0.00632 0.09572 11/01/22 15:37:56
13 VKL 0.98031 0.90428 0.99368 0.00632 0.09572 11/01/22 15:37:02
135 team cool 0.92053 0.58316 0.97983 0.02017 0.41684 11/01/22 15:29:56
136 team cool 0.92053 0.58316 0.97983 0.02017 0.41684 11/01/22 15:29:56
173 Johannes Goor 0.90277 0.45961 0.98067 0.01933 0.54039 11/01/22 14:42:08
167 Twente Hackathon, end of April!, Don't miss a chance! 0.90693 0.65173 0.95179 0.04821 0.34827 11/01/22 14:37:29
168 Twente Hackathon, end of April!, Don't miss a chance! 0.90693 0.65173 0.95179 0.04821 0.34827 11/01/22 14:37:29
134 Test123 0.92114 0.48948 0.99702 0.00298 0.51052 11/01/22 14:11:56
133 Test123 0.92114 0.48948 0.99702 0.00298 0.51052 11/01/22 14:11:56
82 yay 0.95098 0.82621 0.97291 0.02709 0.17379 11/01/22 14:04:58
83 yay 0.95098 0.82621 0.97291 0.02709 0.17379 11/01/22 14:04:58
123 toTheMoon 0.92733 0.65173 0.97578 0.02422 0.34827 11/01/22 13:55:16
129 <your_highscore_name> 0.92175 0.58181 0.98150 0.01850 0.41819 11/01/22 13:49:59
130 <your_highscore_name> 0.92175 0.58181 0.98150 0.01850 0.41819 11/01/22 13:49:58
124 toTheMoon 0.92733 0.65173 0.97578 0.02422 0.34827 11/01/22 13:45:25
157 pls 0.91170 0.64969 0.95776 0.04224 0.35031 11/01/22 13:32:59
156 pls 0.91170 0.64969 0.95776 0.04224 0.35031 11/01/22 13:32:59
131 victor 0.92165 0.64562 0.97017 0.02983 0.35438 11/01/22 13:16:10
132 victor 0.92165 0.64562 0.97017 0.02983 0.35438 11/01/22 13:16:10
165 Tavocado 0.90744 0.54990 0.97029 0.02971 0.45010 11/01/22 12:10:02
166 Tavocado 0.90744 0.54990 0.97029 0.02971 0.45010 11/01/22 12:10:02
54 None 0.96976 0.84793 0.99117 0.00883 0.15207 11/01/22 11:31:33
53 None 0.96976 0.84793 0.99117 0.00883 0.15207 11/01/22 11:31:33
120 Group99AI 0.92855 0.71758 0.96563 0.03437 0.28242 11/01/22 09:42:03
119 Group99AI 0.92855 0.71758 0.96563 0.03437 0.28242 11/01/22 09:42:03
26 Group 71 0.97767 0.89545 0.99212 0.00788 0.10455 11/01/22 08:45:08
113 <your_highscore_name> 0.93373 0.61303 0.99010 0.00990 0.38697 11/01/22 00:17:25
112 <your_highscore_name> 0.93373 0.61303 0.99010 0.00990 0.38697 11/01/22 00:17:25
20 Cuy07 0.97919 0.90360 0.99248 0.00752 0.09640 10/01/22 22:39:31
19 Cuy07 0.97919 0.90360 0.99248 0.00752 0.09640 10/01/22 22:39:31
11 Group 62 0.98133 0.90224 0.99523 0.00477 0.09776 10/01/22 21:03:06
12 Group 62 0.98133 0.90224 0.99523 0.00477 0.09776 10/01/22 21:03:06
147 BZCH 0.91566 0.50645 0.98759 0.01241 0.49355 10/01/22 19:23:17
21 Anonymous 0.97828 0.87508 0.99642 0.00358 0.12492 10/01/22 19:04:54
22 Anonymous 0.97828 0.87508 0.99642 0.00358 0.12492 10/01/22 19:04:54
138 meow 0.92033 0.64630 0.96850 0.03150 0.35370 10/01/22 18:14:25
98 B&B 0.94418 0.64969 0.99594 0.00406 0.35031 10/01/22 18:08:09
99 B&B 0.94418 0.64969 0.99594 0.00406 0.35031 10/01/22 18:08:09
9 Barry Bockvoght & Henk Maathuis 0.98173 0.90088 0.99594 0.00406 0.09912 10/01/22 18:06:16
10 Barry Bockvoght & Henk Maathuis 0.98173 0.90088 0.99594 0.00406 0.09912 10/01/22 18:06:16
137 meow 0.92033 0.64630 0.96850 0.03150 0.35370 10/01/22 18:04:58
164 <your_highscore_name> 0.90845 0.65173 0.95358 0.04642 0.34827 10/01/22 17:55:53
117 <xd> 0.92855 0.64969 0.97757 0.02243 0.35031 10/01/22 17:34:09
118 <xd> 0.92855 0.64969 0.97757 0.02243 0.35031 10/01/22 17:34:09
153 Erjan + Mathijs 0.91292 0.46029 0.99248 0.00752 0.53971 10/01/22 16:55:16
152 Erjan + Mathijs 0.91292 0.46029 0.99248 0.00752 0.53971 10/01/22 16:55:16
79 utwenteeeee 0.95321 0.77189 0.98508 0.01492 0.22811 10/01/22 16:26:09
181 daniel&stef 0.90105 0.34963 0.99797 0.00203 0.65037 10/01/22 16:23:02
182 daniel&stef 0.90105 0.34963 0.99797 0.00203 0.65037 10/01/22 16:23:02
154 <your_highscore_name> 0.91272 0.46232 0.99189 0.00811 0.53768 10/01/22 16:06:26
155 <your_highscore_name> 0.91272 0.46232 0.99189 0.00811 0.53768 10/01/22 16:06:26
65 Team 101 0.96864 0.87780 0.98461 0.01539 0.12220 10/01/22 16:05:52
150 Why it work? 0.91434 0.48065 0.99057 0.00943 0.51935 10/01/22 15:11:19
151 Why it work? 0.91434 0.48065 0.99057 0.00943 0.51935 10/01/22 15:08:30
68 Group 20 0.96448 0.91242 0.97363 0.02637 0.08758 10/01/22 15:01:08
69 Group 20 0.96448 0.91242 0.97363 0.02637 0.08758 10/01/22 15:01:08
110 Hengeloooo 0.93433 0.64155 0.98580 0.01420 0.35845 10/01/22 14:54:07
111 Hengeloooo 0.93433 0.64155 0.98580 0.01420 0.35845 10/01/22 14:54:07
116 BITofzo 0.92875 0.59538 0.98735 0.01265 0.40462 10/01/22 14:14:01
100 Group 49 0.94296 0.78140 0.97136 0.02864 0.21860 10/01/22 14:07:02
101 Group 49 0.94296 0.78140 0.97136 0.02864 0.21860 10/01/22 14:07:02
102 Group 43 0.93982 0.65173 0.99045 0.00955 0.34827 10/01/22 13:04:23
103 Group 43 0.93982 0.65173 0.99045 0.00955 0.34827 10/01/22 13:04:23
145 ONE PUNCH MAN 0.91607 0.87384 0.98699 0.01301 0.48744 10/01/22 11:40:18
146 ONE PUNCH MAN 0.91607 0.87384 0.98699 0.01301 0.48744 10/01/22 11:36:48
126 dikke kip 0.92703 0.82612 0.97601 0.02399 0.35166 10/01/22 11:03:41
125 dikke kip 0.92703 0.82612 0.97601 0.02399 0.35166 10/01/22 11:03:41
172 Yes het is eindelijk gelukt 0.90511 0.88649 0.99057 0.00943 0.58113 10/01/22 10:29:14
171 Yes het is eindelijk gelukt 0.90511 0.88649 0.99057 0.00943 0.58113 10/01/22 10:15:30
96 Chris + Jurre 0.94459 0.97056 0.99654 0.00346 0.35098 10/01/22 09:49:59
97 Chris + Jurre 0.94459 0.97056 0.99654 0.00346 0.35098 10/01/22 09:49:59
72 diti 0.96367 0.85442 0.97267 0.02733 0.08758 10/01/22 07:35:13
73 diti 0.96367 0.85442 0.97267 0.02733 0.08758 10/01/22 07:35:13
49 Haris&Shoubo 0.97189 0.90405 0.98305 0.01695 0.09165 09/01/22 22:29:50
50 Haris&Shoubo 0.97189 0.90405 0.98305 0.01695 0.09165 09/01/22 22:29:50
76 Jitkd 0.95839 0.82992 0.96730 0.03270 0.09233 09/01/22 22:12:50
186 shara2 0.90084 0.69255 0.95274 0.04726 0.39443 09/01/22 21:12:34
184 shara2 0.90084 0.69255 0.95274 0.04726 0.39443 09/01/22 21:12:34
39 None 0.97432 0.92244 0.98663 0.01337 0.09572 09/01/22 20:39:08
40 None 0.97432 0.92244 0.98663 0.01337 0.09572 09/01/22 20:23:27
52 kachow 0.97128 0.90753 0.98389 0.01611 0.10048 09/01/22 17:53:11
51 kachow 0.97128 0.90753 0.98389 0.01611 0.10048 09/01/22 17:53:11
180 Avgerinos Demosthenous 0.90115 0.96811 0.99797 0.00203 0.64969 09/01/22 15:43:25
59 0.96945 0.83033 0.96408 0.03592 0 09/01/22 13:38:39
60 0.96945 0.83033 0.96408 0.03592 0 09/01/22 13:35:44
161 Group54 0.90856 0.95397 0.99654 0.00346 0.59199 09/01/22 10:03:20
160 Group54 0.90856 0.95397 0.99654 0.00346 0.59199 09/01/22 10:03:20
18 vkan 0.98021 0.90138 0.98126 0.01874 0.02580 08/01/22 17:50:38
16 vkan 0.98021 0.90138 0.98126 0.01874 0.02580 08/01/22 17:50:37
104 None 0.93687 0.93641 0.99260 0.00740 0.38018 08/01/22 16:57:10
105 None 0.93687 0.93641 0.99260 0.00740 0.38018 08/01/22 16:57:10
78 Jan and Bugra 0.95382 0.80370 0.96074 0.03926 0.08554 08/01/22 13:47:19
77 Jan and Bugra 0.95382 0.80370 0.96074 0.03926 0.08554 08/01/22 13:47:19
188 Vasco R. & Tom P. 0.90023 0.74354 0.96921 0.03079 0.49219 07/01/22 19:16:03
187 Vasco R. & Tom P. 0.90023 0.74354 0.96921 0.03079 0.49219 07/01/22 19:16:03
23 Silas & Jesse 0.97808 0.94733 0.99117 0.00883 0.09640 07/01/22 17:25:19
24 Silas & Jesse 0.97808 0.94861 0.99141 0.00859 0.09776 07/01/22 17:24:36
71 Group 9 0.96427 0.85906 0.97375 0.02625 0.08961 07/01/22 15:21:26
70 Group 9 0.96427 0.85906 0.97375 0.02625 0.08961 07/01/22 15:21:26
28 NFI 0.97757 0.94587 0.99093 0.00907 0.09844 07/01/22 15:14:17
27 NFI 0.97757 0.94587 0.99093 0.00907 0.09844 07/01/22 15:14:17
56 Group10 0.96955 0.92655 0.98795 0.01205 0.13510 07/01/22 11:14:43
55 Group10 0.96955 0.92655 0.98795 0.01205 0.13510 07/01/22 11:14:43
144 Sebastian 0.91718 0.98811 0.99905 0.00095 0.54854 07/01/22 00:50:08
143 Sebastian 0.91718 0.98811 0.99905 0.00095 0.54854 07/01/22 00:50:08
3 Knevelina 0.99746 0.98331 0.99702 0.00298 0 06/01/22 23:38:14
170 None 0.90622 0.98757 0.99916 0.00084 0.62254 06/01/22 09:20:39
169 Passed 0.90622 0.98757 0.99916 0.00084 0.62254 06/01/22 09:05:53
75 RR 0.96265 0.91448 0.98640 0.01360 0.17244 05/01/22 18:09:46
74 RR 0.96265 0.91448 0.98640 0.01360 0.17244 05/01/22 18:09:46
87 P & J 0.94915 0.93548 0.99141 0.00859 0.29124 05/01/22 14:52:50
86 P & J 0.94915 0.93548 0.99141 0.00859 0.29124 05/01/22 14:52:50
183 <your_highscore_name> 0.90084 0.72182 0.96289 0.03711 0.45214 05/01/22 12:55:10
185 <your_highscore_name> 0.90084 0.72182 0.96289 0.03711 0.45214 05/01/22 12:55:10
142 group39 0.91759 0.98389 0.99869 0.00131 0.54379 04/01/22 14:03:38
141 group39 0.91759 0.98389 0.99869 0.00131 0.54379 04/01/22 14:01:52
176 LuckyBoys 0.90186 0.97736 0.99857 0.00143 0.64834 03/01/22 23:13:52
57 We have no idea what we did 0.96955 0.95571 0.99320 0.00680 0.16497 03/01/22 16:15:43
58 We have no idea what we did 0.96955 0.95571 0.99320 0.00680 0.16497 03/01/22 16:14:52
36 Patlajan 0.97463 0.93338 0.98878 0.01122 0.10591 03/01/22 14:20:16
35 Patlajan 0.97463 0.93338 0.98878 0.01122 0.10591 03/01/22 14:20:16
174 LuckyBoys 0.90186 0.97736 0.99857 0.00143 0.64834 02/01/22 23:15:43
37 Kim & Liran 0.97453 0.93211 0.98854 0.01146 0.10523 02/01/22 16:43:39
38 Us 0.97453 0.93457 0.98902 0.01098 0.10794 02/01/22 16:32:46
175 0.75 0.90186 0.97736 0.99857 0.00143 0.64834 02/01/22 15:59:42

University of Twente