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
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
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
184 shara2 0.90084 0.69255 0.95274 0.04726 0.39443 09/01/22 21:12:34
186 shara2 0.90084 0.69255 0.95274 0.04726 0.39443 09/01/22 21:12:34
164 <your_highscore_name> 0.90845 0.65173 0.95358 0.04642 0.34827 10/01/22 17:55:53
95 Both 0.94580 0.89002 0.95561 0.04439 0.10998 11/01/22 20:34:31
94 Both 0.94580 0.89002 0.95561 0.04439 0.10998 11/01/22 20:34:31
156 pls 0.91170 0.64969 0.95776 0.04224 0.35031 11/01/22 13:32:59
157 pls 0.91170 0.64969 0.95776 0.04224 0.35031 11/01/22 13:32:59
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
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
60 0.96945 0.83033 0.96408 0.03592 0 09/01/22 13:35:44
59 0.96945 0.83033 0.96408 0.03592 0 09/01/22 13:38:39
119 Group99AI 0.92855 0.71758 0.96563 0.03437 0.28242 11/01/22 09:42:03
120 Group99AI 0.92855 0.71758 0.96563 0.03437 0.28242 11/01/22 09:42:03
76 Jitkd 0.95839 0.82992 0.96730 0.03270 0.09233 09/01/22 22:12:50
137 meow 0.92033 0.64630 0.96850 0.03150 0.35370 10/01/22 18:04:58
138 meow 0.92033 0.64630 0.96850 0.03150 0.35370 10/01/22 18:14:25
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
132 victor 0.92165 0.64562 0.97017 0.02983 0.35438 11/01/22 13:16:10
131 victor 0.92165 0.64562 0.97017 0.02983 0.35438 11/01/22 13:16:10
166 Tavocado 0.90744 0.54990 0.97029 0.02971 0.45010 11/01/22 12:10:02
165 Tavocado 0.90744 0.54990 0.97029 0.02971 0.45010 11/01/22 12:10:02
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
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
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
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
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
70 Group 9 0.96427 0.85906 0.97375 0.02625 0.08961 07/01/22 15:21:26
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
71 Group 9 0.96427 0.85906 0.97375 0.02625 0.08961 07/01/22 15:21:26
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
123 toTheMoon 0.92733 0.65173 0.97578 0.02422 0.34827 11/01/22 13:55:16
124 toTheMoon 0.92733 0.65173 0.97578 0.02422 0.34827 11/01/22 13:45:25
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
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
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
136 team cool 0.92053 0.58316 0.97983 0.02017 0.41684 11/01/22 15:29:56
135 team cool 0.92053 0.58316 0.97983 0.02017 0.41684 11/01/22 15:29:56
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
173 Johannes Goor 0.90277 0.45961 0.98067 0.01933 0.54039 11/01/22 14:42:08
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
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
50 Haris&Shoubo 0.97189 0.90405 0.98305 0.01695 0.09165 09/01/22 22:29:50
49 Haris&Shoubo 0.97189 0.90405 0.98305 0.01695 0.09165 09/01/22 22:29:50
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
51 kachow 0.97128 0.90753 0.98389 0.01611 0.10048 09/01/22 17:53:11
52 kachow 0.97128 0.90753 0.98389 0.01611 0.10048 09/01/22 17:53:11
163 None 0.90845 0.47726 0.98425 0.01575 0.52274 11/01/22 22:27:39
162 None 0.90845 0.47726 0.98425 0.01575 0.52274 11/01/22 22:27:40
43 Baran & cosmin 0.97290 0.90699 0.98449 0.01551 0.09301 11/01/22 22:51:29
44 Baran & cosmin 0.97290 0.90699 0.98449 0.01551 0.09301 11/01/22 22:44:55
64 Team 101 0.96864 0.87780 0.98461 0.01539 0.12220 11/01/22 19:55:32
65 Team 101 0.96864 0.87780 0.98461 0.01539 0.12220 10/01/22 16:05:52
79 utwenteeeee 0.95321 0.77189 0.98508 0.01492 0.22811 10/01/22 16:26:09
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
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
40 None 0.97432 0.92244 0.98663 0.01337 0.09572 09/01/22 20:23:27
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
39 None 0.97432 0.92244 0.98663 0.01337 0.09572 09/01/22 20:39:08
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
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
116 BITofzo 0.92875 0.59538 0.98735 0.01265 0.40462 10/01/22 14:14:01
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
147 BZCH 0.91566 0.50645 0.98759 0.01241 0.49355 10/01/22 19:23:17
32 yeet 0.97564 0.90631 0.98783 0.01217 0.09369 11/01/22 16:52:08
31 yeet 0.97564 0.90631 0.98783 0.01217 0.09369 11/01/22 16:52:46
55 Group10 0.96955 0.92655 0.98795 0.01205 0.13510 07/01/22 11:14:43
56 Group10 0.96955 0.92655 0.98795 0.01205 0.13510 07/01/22 11:14:43
37 Kim & Liran 0.97453 0.93211 0.98854 0.01146 0.10523 02/01/22 16:43:39
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
38 Us 0.97453 0.93457 0.98902 0.01098 0.10794 02/01/22 16:32:46
177 Два долбоёба 0.90125 0.39986 0.98938 0.01062 0.60014 11/01/22 21:19:04
33 Marc & ValVe 0.97483 0.89206 0.98938 0.01062 0.10794 11/01/22 21:12:18
34 Marc & ValVe 0.97483 0.89206 0.98938 0.01062 0.10794 11/01/22 21:12:18
178 Два долбоёба 0.90125 0.39986 0.98938 0.01062 0.60014 11/01/22 21:19:04
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
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
113 <your_highscore_name> 0.93373 0.61303 0.99010 0.00990 0.38697 11/01/22 00:17:25
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
112 <your_highscore_name> 0.93373 0.61303 0.99010 0.00990 0.38697 11/01/22 00:17:25
103 Group 43 0.93982 0.65173 0.99045 0.00955 0.34827 10/01/22 13:04:23
102 Group 43 0.93982 0.65173 0.99045 0.00955 0.34827 10/01/22 13:04:23
150 Why it work? 0.91434 0.48065 0.99057 0.00943 0.51935 10/01/22 15:11:19
172 Yes het is eindelijk gelukt 0.90511 0.88649 0.99057 0.00943 0.58113 10/01/22 10:29:14
151 Why it work? 0.91434 0.48065 0.99057 0.00943 0.51935 10/01/22 15:08:30
171 Yes het is eindelijk gelukt 0.90511 0.88649 0.99057 0.00943 0.58113 10/01/22 10:15:30
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
84 Tim Eichhorn & Koen Rienstra 0.94956 0.71487 0.99081 0.00919 0.28513 11/01/22 18:59:55
85 Tim Eichhorn & Koen Rienstra 0.94956 0.71487 0.99081 0.00919 0.28513 11/01/22 18:59:55
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
23 Silas & Jesse 0.97808 0.94733 0.99117 0.00883 0.09640 07/01/22 17:25:19
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
24 Silas & Jesse 0.97808 0.94861 0.99141 0.00859 0.09776 07/01/22 17:24:36
86 P & J 0.94915 0.93548 0.99141 0.00859 0.29124 05/01/22 14:52:50
87 P & J 0.94915 0.93548 0.99141 0.00859 0.29124 05/01/22 14:52:50
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
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
106 Highscorename 0.93616 0.93149 0.99200 0.00800 0.38153 20/12/21 15:25:44
107 Highscorename 0.93616 0.93149 0.99200 0.00800 0.38153 20/12/21 15:25:44
25 Group 71 0.97767 0.89545 0.99212 0.00788 0.10455 11/01/22 16:37:10
26 Group 71 0.97767 0.89545 0.99212 0.00788 0.10455 11/01/22 08:45:08
139 bruv 0.91911 0.50238 0.99236 0.00764 0.49762 11/01/22 19:58:21
140 bruv 0.91911 0.50238 0.99236 0.00764 0.49762 11/01/22 19:58:21
153 Erjan + Mathijs 0.91292 0.46029 0.99248 0.00752 0.53971 10/01/22 16:55:16
20 Cuy07 0.97919 0.90360 0.99248 0.00752 0.09640 10/01/22 22:39:31
152 Erjan + Mathijs 0.91292 0.46029 0.99248 0.00752 0.53971 10/01/22 16:55:16
19 Cuy07 0.97919 0.90360 0.99248 0.00752 0.09640 10/01/22 22:39:31
105 None 0.93687 0.93641 0.99260 0.00740 0.38018 08/01/22 16:57:10
104 None 0.93687 0.93641 0.99260 0.00740 0.38018 08/01/22 16:57:10
61 Everard en co. 0.96894 0.83164 0.99308 0.00692 0.16836 11/01/22 19:45:48
62 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
58 We have no idea what we did 0.96955 0.95571 0.99320 0.00680 0.16497 03/01/22 16:14:52
57 We have no idea what we did 0.96955 0.95571 0.99320 0.00680 0.16497 03/01/22 16:15:43
13 VKL 0.98031 0.90428 0.99368 0.00632 0.09572 11/01/22 15:37:02
14 VKL 0.98031 0.90428 0.99368 0.00632 0.09572 11/01/22 15:37:56
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
12 Group 62 0.98133 0.90224 0.99523 0.00477 0.09776 10/01/22 21:03:06
11 Group 62 0.98133 0.90224 0.99523 0.00477 0.09776 10/01/22 21:03:06
99 B&B 0.94418 0.64969 0.99594 0.00406 0.35031 10/01/22 18:08:09
10 Barry Bockvoght & Henk Maathuis 0.98173 0.90088 0.99594 0.00406 0.09912 10/01/22 18:06:16
98 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
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
96 Chris + Jurre 0.94459 0.97056 0.99654 0.00346 0.35098 10/01/22 09:49:59
160 Group54 0.90856 0.95397 0.99654 0.00346 0.59199 09/01/22 10:03:20
161 Group54 0.90856 0.95397 0.99654 0.00346 0.59199 09/01/22 10:03:20
97 Chris + Jurre 0.94459 0.97056 0.99654 0.00346 0.35098 10/01/22 09:49:59
8 Daria && Martin 0.98285 0.90292 0.99690 0.00310 0.09708 11/01/22 19:33:53
7 Daria && Martin 0.98285 0.90292 0.99690 0.00310 0.09708 11/01/22 19:23:51
6 Daria && Martin 0.98285 0.90292 0.99690 0.00310 0.09708 11/01/22 19:23:51
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
3 Knevelina 0.99746 0.98331 0.99702 0.00298 0 06/01/22 23:38:14
159 Benis 0.91008 0.41208 0.99761 0.00239 0.58792 11/01/22 16:41:30
158 Benis 0.91008 0.41208 0.99761 0.00239 0.58792 11/01/22 16:41:30
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
179 Avgerinos Demosthenous 0.90115 0.96811 0.99797 0.00203 0.64969 30/12/21 09:33:41
180 Avgerinos Demosthenous 0.90115 0.96811 0.99797 0.00203 0.64969 09/01/22 15:43:25
182 daniel&stef 0.90105 0.34963 0.99797 0.00203 0.65037 10/01/22 16:23:02
181 daniel&stef 0.90105 0.34963 0.99797 0.00203 0.65037 10/01/22 16:23:02
176 LuckyBoys 0.90186 0.97736 0.99857 0.00143 0.64834 03/01/22 23:13:52
175 0.75 0.90186 0.97736 0.99857 0.00143 0.64834 02/01/22 15:59:42
174 LuckyBoys 0.90186 0.97736 0.99857 0.00143 0.64834 02/01/22 23:15:43
141 group39 0.91759 0.98389 0.99869 0.00131 0.54379 04/01/22 14:01:52
92 404 Not found. 0.94651 0.98864 0.99869 0.00131 0.35031 26/12/21 21:50:04
93 404 Not found. 0.94651 0.98864 0.99869 0.00131 0.35031 26/12/21 21:50:04
142 group39 0.91759 0.98389 0.99869 0.00131 0.54379 04/01/22 14:03:38
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
115 Nijs & Novo 0.93068 0.54107 0.99916 0.00084 0.45893 11/01/22 16:13:32
114 Nijs & Novo 0.93068 0.54107 0.99916 0.00084 0.45893 11/01/22 16:13:32
169 Passed 0.90622 0.98757 0.99916 0.00084 0.62254 06/01/22 09:05:53
170 None 0.90622 0.98757 0.99916 0.00084 0.62254 06/01/22 09:20:39

University of Twente