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
132	tradi	0.90044	0.48540	0.97339	0.02661	0.51460	05/01/26 15:26:07
131	tradi	0.90044	0.48540	0.97339	0.02661	0.51460	05/01/26 15:26:08
130	MeBo	0.90084	0.51460	0.96874	0.03126	0.48540	04/01/26 22:23:23
129	Finally?	0.90084	0.44603	0.98079	0.01921	0.55397	05/01/26 15:07:35
128	Finally?	0.90084	0.44603	0.98079	0.01921	0.55397	05/01/26 15:07:35
127	Dj Kofti Mix	0.90084	0.41412	0.98640	0.01360	0.58588	05/01/26 16:22:08
126	Dj Kofti Mix	0.90084	0.41412	0.98640	0.01360	0.58588	05/01/26 16:22:08
125	MeBo	0.90084	0.51460	0.96874	0.03126	0.48540	04/01/26 22:21:19
124	MeBo	0.90084	0.51460	0.96874	0.03126	0.48540	04/01/26 22:22:01
123	777	0.90105	0.35370	0.99726	0.00274	0.64630	05/01/26 13:10:31
122	777	0.90105	0.35370	0.99726	0.00274	0.64630	05/01/26 13:10:31
121	?	0.90155	0.50305	0.97160	0.02840	0.49695	04/01/26 11:02:55
120	?	0.90155	0.50305	0.97160	0.02840	0.49695	04/01/26 11:02:55
119	Boack	0.90165	0.35370	0.99797	0.00203	0.64630	18/12/25 14:09:02
118	Boack	0.90165	0.35370	0.99797	0.00203	0.64630	18/12/25 14:09:02
117	MREOEW NYA :33	0.90226	0.39783	0.99093	0.00907	0.60217	18/12/25 17:03:58
116	MREOEW NYA :33	0.90226	0.39783	0.99093	0.00907	0.60217	18/12/25 17:03:58
115	Niels	0.90308	0.36999	0.99678	0.00322	0.63001	05/01/26 14:17:34
114	Niels	0.90308	0.36999	0.99678	0.00322	0.63001	05/01/26 14:17:34
113	nicos	0.90379	0.62254	0.95322	0.04678	0.37746	05/01/26 16:44:47
112	nicos	0.90379	0.62254	0.95322	0.04678	0.37746	05/01/26 16:44:47
111	Trying	0.90409	0.64155	0.95024	0.04976	0.35845	05/01/26 16:06:07
110	Trying	0.90409	0.64155	0.95024	0.04976	0.35845	05/01/26 16:09:36
109	Team BAGGER	0.90511	0.60896	0.95716	0.04284	0.39104	05/01/26 15:52:01
108	Team BAGGER	0.90511	0.60896	0.95716	0.04284	0.39104	05/01/26 15:50:47
107	BarcelonaFC	0.90511	0.45010	0.98508	0.01492	0.54990	04/01/26 12:16:57
106	BarcelonaFC	0.90511	0.45010	0.98508	0.01492	0.54990	04/01/26 12:16:57
105	None	0.90511	0.45010	0.98508	0.01492	0.54990	06/01/26 01:15:27
104	None	0.90511	0.45010	0.98508	0.01492	0.54990	06/01/26 01:15:27
103	ur mom	0.90582	0.53157	0.97160	0.02840	0.46843	05/01/26 16:04:14
102	I want this to be over	0.90582	0.64969	0.95084	0.04916	0.35031	24/12/25 13:47:57
101	ur mom	0.90582	0.53157	0.97160	0.02840	0.46843	05/01/26 16:04:14
100	lalaEduardo	0.90683	0.39104	0.99749	0.00251	0.60896	18/12/25 11:40:50
99	lalaEduardo	0.90683	0.39104	0.99749	0.00251	0.60896	18/12/25 11:40:50
98	Shark Big	0.90703	0.39308	0.99737	0.00263	0.60692	05/01/26 15:45:21
97	Shark Big	0.90703	0.39308	0.99737	0.00263	0.60692	05/01/26 15:45:21
96	Strife	0.90856	0.54379	0.97267	0.02733	0.45621	04/01/26 23:09:17
95	Strife	0.90856	0.54379	0.97267	0.02733	0.45621	04/01/26 23:09:17
94	Redwood&Birch	0.91028	0.65173	0.95573	0.04427	0.34827	22/12/25 18:48:50
93	Redwood&Birch	0.91028	0.65173	0.95573	0.04427	0.34827	22/12/25 18:48:50
92	XxX_69M4st3rHax0r420_XxX	0.91130	0.45757	0.99105	0.00895	0.54243	04/01/26 20:47:23
91	XxX_69M4st3rHax0r420_XxX	0.91130	0.45757	0.99105	0.00895	0.54243	04/01/26 20:47:23
90	the most beatiful exercise	0.91160	0.41819	0.99833	0.00167	0.58181	05/01/26 11:37:20
89	the most beatiful exercise	0.91160	0.41819	0.99833	0.00167	0.58181	05/01/26 11:37:20
88	Tottiri	0.91170	0.67889	0.95263	0.04737	0.32111	06/01/26 20:24:50
87	Malakas	0.91272	0.64834	0.95919	0.04081	0.35166	16/12/25 15:59:24
86	Malakas	0.91272	0.64834	0.95919	0.04081	0.35166	16/12/25 15:59:24
85	Group-89	0.91282	0.57434	0.97232	0.02768	0.42566	05/01/26 20:29:36
84	Group-89	0.91282	0.57434	0.97232	0.02768	0.42566	05/01/26 20:31:27
83	Group_12	0.91302	0.65377	0.95859	0.04141	0.34623	04/01/26 22:55:48
82	Group_12	0.91302	0.65377	0.95859	0.04141	0.34623	04/01/26 22:55:48
81	The Amazing Stroopwafels	0.91363	0.42838	0.99893	0.00107	0.57162	31/12/25 12:18:25
80	The Amazing Stroopwafels	0.91363	0.42838	0.99893	0.00107	0.57162	31/12/25 12:18:25
79	Ducktape solutions	0.91475	0.58859	0.97208	0.02792	0.41141	05/01/26 13:59:26
78	Ducktape solutions	0.91475	0.58859	0.97208	0.02792	0.41141	05/01/26 13:59:26
77	Tom van Afsluitdijk	0.91596	0.64969	0.96277	0.03723	0.35031	04/01/26 15:56:29
76	Tom van Afsluitdijk	0.91596	0.64969	0.96277	0.03723	0.35031	04/01/26 15:56:29
75	hallelujah	0.91769	0.51324	0.98878	0.01122	0.48676	05/01/26 16:04:50
74	hallelujah	0.91769	0.51324	0.98878	0.01122	0.48676	05/01/26 16:04:50
73	Sha-boom67891011	0.91779	0.45961	0.99833	0.00167	0.54039	04/01/26 16:30:45
72	Sha-boom67891011	0.91779	0.45961	0.99833	0.00167	0.54039	04/01/26 16:30:45
71	Ilgara & Rauf	0.91779	0.51392	0.98878	0.01122	0.48608	03/01/26 11:16:05
70	Ilgara & Rauf	0.91779	0.51392	0.98878	0.01122	0.48608	03/01/26 11:16:05
69	bruteforce is the best force 2	0.91870	0.57637	0.97888	0.02112	0.42363	04/01/26 16:39:25
68	bruteforce is the best force 2	0.91870	0.57637	0.97888	0.02112	0.42363	04/01/26 16:39:25
67	swag	0.92175	0.64969	0.96957	0.03043	0.35031	04/01/26 13:08:56
66	swag	0.92175	0.64969	0.96957	0.03043	0.35031	04/01/26 13:08:56
65	Simay	0.92195	0.57841	0.98234	0.01766	0.42159	04/01/26 22:19:43
64	Simay	0.92195	0.57841	0.98234	0.01766	0.42159	04/01/26 22:19:43
63	Ruuan	0.92520	0.69993	0.96480	0.03520	0.30007	02/01/26 11:39:00
62	Ruuan	0.92520	0.69993	0.96480	0.03520	0.30007	02/01/26 11:39:00
61	Omar & Martin	0.92896	0.80244	0.95119	0.04881	0.19756	05/01/26 21:23:33
60	Omar & Martin	0.92896	0.80244	0.95119	0.04881	0.19756	05/01/26 21:26:19
59	nush	0.93088	0.65105	0.98007	0.01993	0.34895	15/12/25 20:40:43
58	nush	0.93088	0.65105	0.98007	0.01993	0.34895	15/12/25 20:40:43
57	Joe	0.93119	0.55193	0.99785	0.00215	0.44807	30/12/25 21:12:05
56	Joe	0.93119	0.55193	0.99785	0.00215	0.44807	30/12/25 21:12:05
55	L	0.93850	0.59470	0.99893	0.00107	0.40530	05/01/26 04:14:53
54	L	0.93850	0.59470	0.99893	0.00107	0.40530	05/01/26 04:10:35
53	Name	0.94550	0.90903	0.95191	0.04809	0.09097	05/01/26 17:05:25
52	Name	0.94550	0.90903	0.95191	0.04809	0.09097	05/01/26 17:05:25
51	Ferdaval	0.94601	0.91989	0.95060	0.04940	0.08011	05/01/26 15:26:19
50	Ferdaval	0.94601	0.91989	0.95060	0.04940	0.08011	05/01/26 15:26:19
49	Uncapable 67	0.94682	0.92261	0.95107	0.04893	0.07739	05/01/26 19:06:53
48	Uncapable 67	0.94682	0.92261	0.95107	0.04893	0.07739	05/01/26 19:06:53
47	Kalin	0.95179	0.69179	0.99749	0.00251	0.30821	05/01/26 19:08:06
46	HELL YEAH	0.95199	0.91446	0.95859	0.04141	0.08554	27/12/25 15:27:39
45	HELL YEAH	0.95199	0.91446	0.95859	0.04141	0.08554	27/12/25 15:25:37
44	MandP	0.95717	0.75356	0.99296	0.00704	0.24644	18/12/25 11:02:55
43	MandP	0.95717	0.75356	0.99296	0.00704	0.24644	18/12/25 11:02:55
42	Left pinky toe	0.95910	0.90156	0.96921	0.03079	0.09844	04/01/26 23:34:03
41	Left pinky toe	0.95910	0.90156	0.96921	0.03079	0.09844	04/01/26 23:13:35
40	So Long And Thanks For All The Packets	0.96062	0.91378	0.96885	0.03115	0.08622	05/01/26 17:27:10
39	So Long And Thanks For All The Packets	0.96062	0.91378	0.96885	0.03115	0.08622	05/01/26 17:27:10
38	Cow	0.96235	0.79430	0.99189	0.00811	0.20570	04/01/26 19:47:46
37	Meow	0.96235	0.79430	0.99189	0.00811	0.20570	04/01/26 19:47:58
36	Towertje & Marie	0.96367	0.80312	0.99189	0.00811	0.19688	05/01/26 15:12:33
35	Towertje & Marie	0.96367	0.78547	0.99499	0.00501	0.21453	05/01/26 15:13:16
34	Player One	0.96509	0.91174	0.97446	0.02554	0.08826	05/01/26 17:35:17
33	Player One	0.96509	0.91174	0.97446	0.02554	0.08826	05/01/26 17:33:56
32	Dinesh & Rik The Goats	0.96539	0.88119	0.98019	0.01981	0.11881	05/01/26 15:07:04
31	Dinesh & Rik The Goats	0.96539	0.88119	0.98019	0.01981	0.11881	05/01/26 15:07:04
30	madness	0.97026	0.88934	0.98449	0.01551	0.11066	05/01/26 19:58:26
29	madness	0.97026	0.88934	0.98449	0.01551	0.11066	05/01/26 19:54:25
28	It dont matter	0.97036	1	0.96516	0.03484	0	05/01/26 20:00:11
27	It dont matter	0.97036	1	0.96516	0.03484	0	05/01/26 20:00:11
26	Tim's Red Hot Repair shop	0.97392	0.90292	0.98640	0.01360	0.09708	05/01/26 17:00:30
25	Tim's Red Hot Repair shop	0.97392	0.90360	0.98628	0.01372	0.09640	05/01/26 16:54:00
24	what's a deadline anyway?	0.97402	0.89341	0.98819	0.01181	0.10659	06/01/26 12:09:10
23	what's a deadline anyway?	0.97402	0.89341	0.98819	0.01181	0.10659	06/01/26 12:09:10
22	NiNo	0.97453	0.90563	0.98663	0.01337	0.09437	05/01/26 12:52:11
21	NiNo	0.97453	0.90563	0.98663	0.01337	0.09437	05/01/26 12:52:11
20	argyScore2	0.97564	0.90020	0.98890	0.01110	0.09980	05/01/26 22:56:01
19	argyScore2	0.97564	0.90020	0.98890	0.01110	0.09980	05/01/26 22:56:01
18	Test	0.97737	0.89613	0.99165	0.00835	0.10387	05/01/26 18:45:14
17	Test	0.97737	0.89613	0.99165	0.00835	0.10387	05/01/26 18:45:14
16	edvins	0.97798	0.90088	0.99153	0.00847	0.09912	05/01/26 17:31:27
15	edvins	0.97798	0.90088	0.99153	0.00847	0.09912	05/01/26 17:26:46
14	ananas	0.97869	0.89613	0.99320	0.00680	0.10387	05/01/26 20:15:42
13	ananas	0.97869	0.89613	0.99320	0.00680	0.10387	05/01/26 20:15:42
12	<script>alert(1);</script>	0.97970	0.90224	0.99332	0.00668	0.09776	16/12/25 15:02:44
11	<script>alert(1);</script>	0.97970	0.90224	0.99332	0.00668	0.09776	16/12/25 15:02:44
10	HellimTeam	0.98062	0.90020	0.99475	0.00525	0.09980	11/12/25 16:11:38
9	HellimTeam	0.98062	0.90020	0.99475	0.00525	0.09980	11/12/25 16:11:38
8	Blingle	0.98244	0.90020	0.99690	0.00310	0.09980	05/01/26 11:29:26
7	Blingle	0.98244	0.90020	0.99690	0.00310	0.09980	05/01/26 11:29:26
6	Atlas	0.99046	1	0.98878	0.01122	0	05/01/26 22:43:42
5	Atlas	0.99046	1	0.98878	0.01122	0	05/01/26 22:43:42
4	Shook 1s	0.99269	0.99117	0.99296	0.00704	0.00883	18/12/25 10:05:37
3	Shook 1s	0.99269	0.99117	0.99296	0.00704	0.00883	18/12/25 10:05:36
2	EVALUTgg	0.99482	1	0.99391	0.00609	0	19/12/25 19:02:34
1	EVALUTgg	0.99482	1	0.99391	0.00609	0	19/12/25 19:02:34

University of Twente