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
1 GOATifi 1 1 1 0 0 10/01/23 15:53:23
2 GOATifi 1 1 1 0 0 10/01/23 15:53:23
3 bruteforcing took less time than making the assignment lmao (youtu.be/dQw4w9WgXcQ) 0b1010010001010101 1 1 1 0 0 04/01/23 04:49:25
4 bruteforcing took less time than making the assignment lmao (youtu.be/dQw4w9WgXcQ) 0b1010010001010101 1 1 1 0 0 04/01/23 04:49:25
5 h 0.99817 0.98778 1 0 0.01222 04/01/23 00:41:11
6 h 0.99817 0.98778 1 0 0.01222 04/01/23 04:50:41
7 h 0.99817 0.98778 1 0 0.01222 04/01/23 04:50:48
8 h 0.99817 0.98778 1 0 0.01222 04/01/23 04:50:49
9 h 0.99817 0.98778 1 0 0.01222 04/01/23 04:50:41
10 KT 0.99746 1 0.99702 0.00298 0 05/01/23 11:50:23
11 KT 0.99746 1 0.99702 0.00298 0 05/01/23 11:50:23
12 Ivan the Terrible 0.99736 1 0.99690 0.00310 0 05/01/23 00:40:01
13 Ivan the Terrible 0.99736 1 0.99690 0.00310 0 05/01/23 00:39:29
14 Kishan and Reneta 0.99706 1 0.99654 0.00346 0 05/01/23 00:28:08
15 Kishan and Reneta 0.99706 1 0.99654 0.00346 0 05/01/23 00:28:08
16 May god help us all 0.99685 0.99728 0.99678 0.00322 0.00272 06/01/23 15:43:58
17 May god help us all 0.99685 0.99728 0.99678 0.00322 0.00272 06/01/23 15:43:58
18 smartboi 0.99614 0.99728 0.99594 0.00406 0.00272 09/01/23 23:14:17
19 smartboi 0.99614 0.99728 0.99594 0.00406 0.00272 09/01/23 23:14:17
20 eli 0.99594 1 0.99523 0.00477 0 05/01/23 14:21:09
21 eli 0.99594 1 0.99523 0.00477 0 05/01/23 14:28:29
22 Berk & Nathan 0.99513 1 0.99427 0.00573 0 09/01/23 21:29:54
23 Berk & Nathan 0.99513 1 0.99427 0.00573 0 09/01/23 21:29:54
24 Group 2 0.99371 1 0.99260 0.00740 0 06/01/23 16:58:57
25 Group 2 0.99371 1 0.99260 0.00740 0 06/01/23 16:58:58
26 Nutru 0.99371 1 0.99260 0.00740 0 10/01/23 20:13:16
27 Nutru 0.99371 1 0.99260 0.00740 0 10/01/23 20:13:16
28 8 0.98843 0.99728 0.98687 0.01313 0.00272 24/12/22 07:22:10
29 8 0.98843 0.99728 0.98687 0.01313 0.00272 24/12/22 07:22:10
30 Discord over Zulip 0.98701 1 0.98473 0.01527 0 10/01/23 09:53:33
31 Discord over Zulip 0.98701 1 0.98473 0.01527 0 10/01/23 09:53:34
32 me 0.98407 0.90971 0.99714 0.00286 0.09029 24/12/22 15:13:36
33 me 0.98407 0.90971 0.99714 0.00286 0.09029 24/12/22 15:13:36
34 Ijsbeertje 0.98346 1 0.98055 0.01945 0 08/01/23 21:29:34
35 Ijsbeertje 0.98346 1 0.98055 0.01945 0 08/01/23 21:29:34
36 Study Club No.1 0.98295 0.89952 0.99761 0.00239 0.10048 06/01/23 16:09:41
37 Study Club No.1 0.98295 0.89952 0.99761 0.00239 0.10048 06/01/23 16:09:41
38 Group 51 :) 0.98264 0.90020 0.99714 0.00286 0.09980 20/12/22 16:30:21
39 Group 51 :) 0.98264 0.90020 0.99714 0.00286 0.09980 20/12/22 16:30:21
40 The Bridge is Waiting 0.98244 1 0.97936 0.02064 0 04/01/23 21:18:08
41 The Bridge is Waiting 0.98244 1 0.97936 0.02064 0 04/01/23 21:21:43
42 1.0 tpr 0.98173 1 0.97852 0.02148 0 24/12/22 14:32:11
43 1.0 tpr 0.98173 1 0.97852 0.02148 0 24/12/22 14:32:11
44 Kom VB 0.97970 0.90360 0.99308 0.00692 0.09640 07/01/23 17:02:23
45 Xander&BramCommonW 0.97930 0.90156 0.99296 0.00704 0.09844 09/01/23 13:05:18
46 Xander&BramCommonW 0.97930 0.90156 0.99296 0.00704 0.09844 09/01/23 13:05:18
47 Wie dit leest trekt een bak 0.97818 0.90224 0.99153 0.00847 0.09776 03/01/23 15:39:30
48 Wie dit leest trekt een bak 0.97818 0.90224 0.99153 0.00847 0.09776 03/01/23 15:39:35
49 NFI 0.97737 0.89952 0.99105 0.00895 0.10048 20/12/22 00:11:45
50 NFI 0.97737 0.89952 0.99105 0.00895 0.10048 20/12/22 00:11:45
51 z 0.97503 0.90631 0.98711 0.01289 0.09369 10/01/23 08:57:43
52 z 0.97503 0.90631 0.98711 0.01289 0.09369 09/01/23 19:48:44
53 Avgerinos 0.97442 0.89206 0.98890 0.01110 0.10794 10/01/23 11:25:27
54 Daan 0.97442 0.90631 0.98640 0.01360 0.09369 06/01/23 10:56:15
55 group18 0.97442 0.89002 0.98926 0.01074 0.10998 09/01/23 19:32:12
56 group18 0.97442 0.89002 0.98926 0.01074 0.10998 09/01/23 19:34:08
57 Miki & Luka 0.97331 0.87984 0.98974 0.01026 0.12016 22/12/22 17:11:53
58 Miki & Luka 0.97331 0.87984 0.98974 0.01026 0.12016 22/12/22 17:11:53
59 kenker zooi dit 0.97179 0.89002 0.98616 0.01384 0.10998 10/01/23 14:46:57
60 kenker zooi dit 0.97179 0.89002 0.98616 0.01384 0.10998 10/01/23 21:27:43
61 So this is how Sisyphus feels 0.97168 0.90631 0.98317 0.01683 0.09369 23/12/22 17:08:24
62 So this is how Sisyphus feels 0.97168 0.90631 0.98317 0.01683 0.09369 23/12/22 12:05:34
63 Zuhayr & Luuk 0.97148 0.90631 0.98294 0.01706 0.09369 10/01/23 10:33:26
64 Beunhazen 0.97148 0.90903 0.98246 0.01754 0.09097 28/12/22 14:42:59
65 Beunhazen 0.97148 0.90903 0.98246 0.01754 0.09097 28/12/22 14:42:59
66 Zuhayr & Luuk 0.97148 0.90631 0.98294 0.01706 0.09369 10/01/23 10:33:26
67 Mambaciambas 0.97087 0.90835 0.98186 0.01814 0.09165 10/01/23 10:21:44
68 Mambaciambas 0.97087 0.90835 0.98186 0.01814 0.09165 10/01/23 10:21:43
69 None 0.96935 0.82892 0.99403 0.00597 0.17108 05/01/23 20:14:47
70 None 0.96935 0.82892 0.99403 0.00597 0.17108 05/01/23 20:14:46
71 pain 0.96864 0.87780 0.98461 0.01539 0.12220 22/12/22 11:48:18
72 pain 0.96864 0.87780 0.98461 0.01539 0.12220 22/12/22 11:48:18
73 Pidgeotto 0.96681 0.90835 0.97709 0.02291 0.09165 09/01/23 22:59:11
74 Pidgeotto 0.96681 0.90835 0.97709 0.02291 0.09165 09/01/23 22:59:10
75 TeachUsAndProvideTAsPlease 0.96681 0.79973 0.99618 0.00382 0.20027 10/01/23 20:37:00
76 TeachUsAndProvideTAsPlease 0.96681 0.79973 0.99618 0.00382 0.20027 10/01/23 20:37:00
77 Just tried some random numbers ngl 0.96671 0.79973 0.99606 0.00394 0.20027 10/01/23 20:33:53
78 Gosica 0.96559 0.81806 0.99153 0.00847 0.18194 05/01/23 17:17:49
79 Gosica 0.96559 0.81806 0.99153 0.00847 0.18194 05/01/23 17:17:49
80 PLSPASS 0.96427 0.82621 0.98854 0.01146 0.17379 10/01/23 10:05:04
81 PLSPASS 0.96427 0.82621 0.98854 0.01146 0.17379 10/01/23 10:05:04
82 D_Y_srcIP+minTimediff+stdSize_kernel=rbf_gamma=scale_nu=0.005 0.96417 0.79905 0.99320 0.00680 0.20095 04/01/23 13:52:16
83 D_Y_srcIP+minTimediff+stdSize_kernel=rbf_gamma=scale_nu=0.005 0.96417 0.79905 0.99320 0.00680 0.20095 04/01/23 13:52:16
84 操你妈 0.96377 0.83910 0.98568 0.01432 0.16090 08/01/23 14:07:30
85 !!! 0.96001 0.73999 0.99869 0.00131 0.26001 08/01/23 11:41:53
86 !!! 0.96001 0.73999 0.99869 0.00131 0.26001 08/01/23 11:43:18
87 lvs 0.95555 0.80041 0.98282 0.01718 0.19959 09/01/23 23:27:45
88 lvs 0.95555 0.80041 0.98282 0.01718 0.19959 09/01/23 23:15:07
89 <script>alert('lol')</script> 0.95159 0.67685 0.99988 0.00012 0.32315 03/01/23 17:54:32
90 <script>alert('lol')</script> 0.95159 0.67685 0.99988 0.00012 0.32315 03/01/23 17:54:32
91 Chau scooter 0.94895 0.74881 0.98413 0.01587 0.25119 09/01/23 15:15:54
92 Chau scooter 0.94895 0.74881 0.98413 0.01587 0.25119 09/01/23 15:15:54
93 Happy 2023 0.94824 0.86083 0.96360 0.03640 0.13917 10/01/23 22:23:16
94 Happy 2023 0.94824 0.86083 0.96360 0.03640 0.13917 10/01/23 22:23:15
95 Group 50 0.94479 0.67278 0.99260 0.00740 0.32722 10/01/23 15:56:05
96 Group 50 0.94479 0.67278 0.99260 0.00740 0.32722 10/01/23 20:29:04
97 KutAudentis ('Vo) 0.94438 0.62797 1 0 0.37203 10/01/23 14:27:39
98 KutAudentis ('Vo) 0.94438 0.62797 1 0 0.37203 10/01/23 14:27:40
99 AudentisVo 0.94428 0.88255 0.95513 0.04487 0.11745 10/01/23 00:13:10
100 AudentisVo 0.94428 0.88255 0.95513 0.04487 0.11745 10/01/23 00:13:09
101 stef&haroun 0.94306 0.68160 0.98902 0.01098 0.31840 10/01/23 13:00:58
102 stef&haroun 0.94306 0.68160 0.98902 0.01098 0.31840 10/01/23 13:00:59
103 Bogosnort 0.94296 0.64969 0.99451 0.00549 0.35031 09/01/23 18:43:10
104 Bogosnort 0.94296 0.64969 0.99451 0.00549 0.35031 09/01/23 18:43:10
105 hs 0.94256 0.68703 0.98747 0.01253 0.31297 10/01/23 11:24:17
106 15H Wasted LessGO DO RESIT ASSIGNEMENT IT WILL HELP + AVOID REDUNDANCY IN FEATURES 0.94103 0.65173 0.99189 0.00811 0.34827 03/01/23 19:07:30
107 15H Wasted LessGO DO RESIT ASSIGNEMENT IT WILL HELP + AVOID REDUNDANCY IN FEATURES 0.94103 0.65173 0.99189 0.00811 0.34827 03/01/23 19:07:30
108 Epic gamer group 0.94063 0.65852 0.99021 0.00979 0.34148 04/01/23 17:55:48
109 Epic gamer group 0.94063 0.65852 0.99021 0.00979 0.34148 05/01/23 16:42:55
110 Group 20 | Take a look at the FAQ, 2nd bullet, last 3 sentences. Change your features! 0.93992 0.64358 0.99200 0.00800 0.35642 03/01/23 19:33:33
111 Group 20 | Take a look at the FAQ, 2nd bullet, last 3 sentences. Change your features! 0.93992 0.64358 0.99200 0.00800 0.35642 03/01/23 19:33:32
112 Gort (Data scientist) 0.93971 0.60014 0.99940 0.00060 0.39986 05/01/23 13:01:37
113 Gort (Data scientist) 0.93971 0.60014 0.99940 0.00060 0.39986 05/01/23 13:01:37
114 no 0.93180 0.61507 0.98747 0.01253 0.38493 10/01/23 15:01:41
115 no 0.93180 0.61507 0.98747 0.01253 0.38493 09/01/23 22:09:41
116 ceimaibuni 0.92997 0.57366 0.99260 0.00740 0.42634 10/01/23 18:32:39
117 ceimaibuni 0.92997 0.57366 0.99260 0.00740 0.42634 10/01/23 18:32:39
118 Highscorename 0.92997 0.57230 0.99284 0.00716 0.42770 22/12/22 21:17:10
119 42069 0.92967 0.55058 0.99630 0.00370 0.44942 08/01/23 19:37:57
120 42069 0.92967 0.55058 0.99630 0.00370 0.44942 08/01/23 19:37:57
121 firstAttempt 0.92733 0.65173 0.97578 0.02422 0.34827 10/01/23 15:44:27
122 firstAttempt 0.92733 0.65173 0.97578 0.02422 0.34827 10/01/23 15:44:26
123 Anonymous Unicorn 0.92642 0.64969 0.97506 0.02494 0.35031 09/01/23 19:52:06
124 I dunno pls work 0.92591 0.64902 0.97458 0.02542 0.35098 10/01/23 20:25:48
125 I dunno pls work 0.92591 0.64902 0.97458 0.02542 0.35098 10/01/23 20:34:30
126 Potato 0.92530 0.61236 0.98031 0.01969 0.38764 10/01/23 15:29:22
127 Potato 0.92530 0.61236 0.98031 0.01969 0.38764 10/01/23 15:29:22
128 Oren $ Valeri 0.92408 0.77393 0.95048 0.04952 0.22607 10/01/23 11:14:58
129 Oren $ Valeri 0.92408 0.77393 0.95048 0.04952 0.22607 10/01/23 11:14:59
130 0.92358 0.55737 0.98795 0.01205 0.44263 10/01/23 22:49:35
131 0.92358 0.55737 0.98795 0.01205 0.44263 10/01/23 22:49:34
132 Jipp&Juul 0.91942 0.52546 0.98866 0.01134 0.47454 08/01/23 21:31:31
133 Jipp&Juul 0.91942 0.52546 0.98866 0.01134 0.47454 08/01/23 21:31:31
134 Somehow it worked! 0.91860 0.48405 0.99499 0.00501 0.51595 10/01/23 07:07:49
135 Somehow it worked! 0.91860 0.48405 0.99499 0.00501 0.51595 10/01/23 07:07:48
136 Hai-ik-ben-AI-🤡 0.91860 0.52614 0.98759 0.01241 0.47386 20/12/22 11:28:12
137 Hai-ik-ben-AI-🤡 0.91860 0.52614 0.98759 0.01241 0.47386 20/12/22 11:28:12
138 Tychodub and Yixuan 0.91810 0.45553 0.99940 0.00060 0.54447 07/01/23 15:09:51
139 Tychodub and Yixuan 0.91810 0.45553 0.99940 0.00060 0.54447 07/01/23 15:09:51
140 Alki, moonkeeeeeeeeey 0.91779 0.63340 0.96778 0.03222 0.36660 09/01/23 21:45:51
141 Alki, moonkeeeeeeeeey 0.91779 0.63340 0.96778 0.03222 0.36660 09/01/23 21:45:51
142 testttttttttt 0.90805 0.65173 0.95310 0.04690 0.34827 08/01/23 17:58:09
143 testttttttttt 0.90805 0.65173 0.95310 0.04690 0.34827 08/01/23 17:58:08
144 SimmyEonAndBridgeBoi 0.90795 0.56076 0.96897 0.03103 0.43924 04/01/23 17:07:12
145 SimmyEonAndBridgeBoi 0.90795 0.56076 0.96897 0.03103 0.43924 04/01/23 17:07:12
146 DJ 0.90774 0.42227 0.99308 0.00692 0.57773 07/01/23 12:30:01
147 DJ 0.90774 0.42227 0.99308 0.00692 0.57773 07/01/23 12:30:00
148 First try 0.90744 0.54990 0.97029 0.02971 0.45010 10/01/23 18:42:07
149 First try 0.90744 0.54990 0.97029 0.02971 0.45010 10/01/23 18:42:07
150 G125 0.90713 0.65173 0.95203 0.04797 0.34827 05/01/23 20:42:51
151 G125 0.90713 0.65173 0.95203 0.04797 0.34827 05/01/23 20:42:51
152 Zhenya 0.90693 0.65173 0.95179 0.04821 0.34827 07/01/23 13:03:49
153 It took me way too long 0.90622 0.49830 0.97792 0.02208 0.50170 09/01/23 15:45:54
154 It took me way too long 0.90622 0.49830 0.97792 0.02208 0.50170 09/01/23 15:45:54
155 The Bruteforcers 0.90521 0.37882 0.99773 0.00227 0.62118 22/12/22 14:35:52
156 The Bruteforcers 0.90521 0.37882 0.99773 0.00227 0.62118 22/12/22 14:35:52
157 None 0.90490 0.43856 0.98687 0.01313 0.56144 10/01/23 22:16:14
158 Invictus ('Vo) 0.90368 0.50713 0.97339 0.02661 0.49287 01/01/23 21:15:34
159 Invictus ('Vo) 0.90368 0.50713 0.97339 0.02661 0.49287 01/01/23 21:23:04
160 group 120 0.90318 0.35370 0.99976 0.00024 0.64630 10/01/23 14:55:29
161 group 120 0.90318 0.35370 0.99976 0.00024 0.64630 10/01/23 14:55:30
162 How about no 0.90297 0.42023 0.98783 0.01217 0.57977 07/01/23 14:08:24
163 How about no 0.90297 0.42023 0.98783 0.01217 0.57977 07/01/23 14:08:24
164 1.0 tnr 0.90287 0.35031 1 0 0.64969 24/12/22 14:55:16
165 1.0 tnr 0.90287 0.35031 1 0 0.64969 24/12/22 14:55:16
166 LOL 0.90247 0.42498 0.98640 0.01360 0.57502 10/01/23 20:42:31
167 LOL 0.90247 0.42498 0.98640 0.01360 0.57502 10/01/23 20:42:30
168 Who needs recall 0.90186 0.38018 0.99356 0.00644 0.61982 20/12/22 16:02:39
169 Who needs recall 0.90186 0.38018 0.99356 0.00644 0.61982 20/12/22 16:02:39
170 πgift 0.90186 0.36524 0.99618 0.00382 0.63476 09/01/23 20:06:18
171 πgift 0.90186 0.36524 0.99618 0.00382 0.63476 09/01/23 20:06:18
172 Bottom Gear 0.90145 0.35370 0.99773 0.00227 0.64630 09/01/23 23:18:11
173 Bottom Gear 0.90145 0.35370 0.99773 0.00227 0.64630 09/01/23 23:03:46
174 Anghelus/Reddy 0.90125 0.35370 0.99749 0.00251 0.64630 10/01/23 19:39:58
175 Anghelus/Reddy 0.90125 0.35370 0.99749 0.00251 0.64630 10/01/23 19:36:40
176 Lowest HighScore 0.90074 0.39647 0.98938 0.01062 0.60353 06/01/23 15:07:35
177 Lowest HighScore 0.90074 0.39647 0.98938 0.01062 0.60353 06/01/23 15:07:35
178 BOOOEEEEMMM 0.90054 0.43992 0.98150 0.01850 0.56008 09/01/23 13:19:14
179 BOOOEEEEMMM 0.90054 0.43992 0.98150 0.01850 0.56008 05/01/23 15:33:35

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