Cryptojacking Attack Timeseries Dataset

Timeseries Cryptojacking Attack Dataset Based on Performance Metrics

@kaggle.keshanijayasinghe_cryptojacking_attack_timeseries_dataset

Table List

3 tables(10.99 MB)

Final Anormal Data Set

Final Complete Data Set

Final Normal Data Set

Final Normal Data Set

@kaggle.keshanijayasinghe_cryptojacking_attack_timeseries_dataset.final_normal_data_set

3.91 MB
80851 rows
82 columns

cpu_softirq Cpu Softirq	cpu_system Cpu System	cpu_total Cpu Total	cpu_user Cpu User	diskio_sda1_disk_name Diskio Sda1 Disk Name	diskio_sda1_key Diskio Sda1 Key	diskio_sda1_time_since_update Diskio Sda1 Time Since Update	diskio_sda1_write_bytes Diskio Sda1 Write Bytes	diskio_sda_disk_name Diskio Sda Disk Name	diskio_sda_key Diskio Sda Key	diskio_sda_time_since_update Diskio Sda Time Since Update	diskio_sda_write_bytes Diskio Sda Write Bytes	fs_device_name Fs / Device Name	fs_free Fs / Free	fs_fs_type Fs / Fs Type	fs_key Fs / Key	fs_mnt_point Fs / Mnt Point	fs_percent Fs / Percent	fs_size Fs / Size	fs_used Fs / Used	load_cpucore Load Cpucore	load_min1 Load Min1	load_min15 Load Min15	load_min5 Load Min5	mem_active Mem Active	mem_available Mem Available	mem_cached Mem Cached	mem_free Mem Free	mem_inactive Mem Inactive	mem_percent Mem Percent	mem_shared Mem Shared	mem_total Mem Total	mem_used Mem Used	network_lo_cumulative_cx Network Lo Cumulative Cx	network_lo_cumulative_rx Network Lo Cumulative Rx	network_lo_cumulative_tx Network Lo Cumulative Tx	network_lo_interface_name Network Lo Interface Name	network_lo_key Network Lo Key	network_lo_time_since_update Network Lo Time Since Update	percpu_0_key Percpu 0 Key	percpu_0_softirq Percpu 0 Softirq	percpu_0_system Percpu 0 System	percpu_0_total Percpu 0 Total	percpu_0_user Percpu 0 User	processcount_running Processcount Running	processcount_sleeping Processcount Sleeping	processcount_thread Processcount Thread	processcount_total Processcount Total	system_hostname System Hostname	system_hr_name System Hr Name	system_linux_distro System Linux Distro	system_os_name System Os Name	system_os_version System Os Version	system_platform System Platform	timestamp Timestamp
	5	100	21	sda1	disk_name	1		sda	disk_name	1		/dev/sda1	5680943104	xfs	mnt_point	/	47	10725883904	5044940800	1	2.27	0.44	1.03	1261416448	2992001024	2196631552	2992001024	943456256	19.3	9052160	3709415424	717414400	10936	5468	5468	lo	interface_name	1	cpu_number		3	100	8	2	120	155	122	vm1-graph-analytics	CentOS Linux 7.7.1908 64bit	CentOS Linux 7.7.1908	Linux	3.10.0-1062.12.1.el7.x86_64	64bit	Tue Jan 28 2020 19:24:17 GMT+0000 (Coordinated Universal Time)
	5.5	100	94.5	sda1	disk_name	1.3887250423431396		sda	disk_name	1.3887250423431396		/dev/sda1	5680918528	xfs	mnt_point	/	47	10725883904	5044965376	1	2.57	0.47	1.11	1331392512	2921779200	2196697088	2921779200	943456256	21.2	9052160	3709415424	787636224	10936	5468	5468	lo	interface_name	1.3890671730041504	cpu_number		11.2	100	88.8	2	120	155	122	vm1-graph-analytics	CentOS Linux 7.7.1908 64bit	CentOS Linux 7.7.1908	Linux	3.10.0-1062.12.1.el7.x86_64	64bit	Tue Jan 28 2020 19:24:18 GMT+0000 (Coordinated Universal Time)
	5.5	100	94.5	sda1	disk_name	1.4196748733520508		sda	disk_name	1.4196748733520508		/dev/sda1	5680918528	xfs	mnt_point	/	47	10725883904	5044965376	1	2.57	0.47	1.11	1371492352	2881990656	2196701184	2881990656	943460352	22.3	9052160	3709415424	827424768	10936	5468	5468	lo	interface_name	1.4192018508911133	cpu_number		6.2	100	93.8	2	120	155	122	vm1-graph-analytics	CentOS Linux 7.7.1908 64bit	CentOS Linux 7.7.1908	Linux	3.10.0-1062.12.1.el7.x86_64	64bit	Tue Jan 28 2020 19:24:19 GMT+0000 (Coordinated Universal Time)
	4.3	100	95.7	sda1	disk_name	1.45644211769104	20480	sda	disk_name	1.45644211769104	20480	/dev/sda1	5680893952	xfs	mnt_point	/	47	10725883904	5044989952	1	2.57	0.47	1.11	1432678400	2820321280	2196701184	2820321280	943456256	24	9052160	3709415424	889094144	10936	5468	5468	lo	interface_name	1.4568560123443604	cpu_number		4.2	100	95.8	2	120	157	122	vm1-graph-analytics	CentOS Linux 7.7.1908 64bit	CentOS Linux 7.7.1908	Linux	3.10.0-1062.12.1.el7.x86_64	64bit	Tue Jan 28 2020 19:24:20 GMT+0000 (Coordinated Universal Time)
	5	100	95	sda1	disk_name	1.4208128452301023	270336	sda	disk_name	1.4208128452301023	270336	/dev/sda1	5680893952	xfs	mnt_point	/	47	10725883904	5044989952	1	2.6	0.49	1.14	1464545280	2788659200	2196705280	2788659200	943456256	24.8	9052160	3709415424	920756224	10936	5468	5468	lo	interface_name	1.4206030368804932	cpu_number		4.9	100	95.1	2	120	155	122	vm1-graph-analytics	CentOS Linux 7.7.1908 64bit	CentOS Linux 7.7.1908	Linux	3.10.0-1062.12.1.el7.x86_64	64bit	Tue Jan 28 2020 19:24:21 GMT+0000 (Coordinated Universal Time)
	3.5	100	96.5	sda1	disk_name	1.4032371044158936		sda	disk_name	1.4032371044158936		/dev/sda1	5680889856	xfs	mnt_point	/	47	10725883904	5044994048	1	2.6	0.49	1.14	1472520192	2780999680	2196705280	2780999680	943456256	25	9052160	3709415424	928415744	10936	5468	5468	lo	interface_name	1.404292106628418	cpu_number		3.6	100	96.4	3	118	156	121	vm1-graph-analytics	CentOS Linux 7.7.1908 64bit	CentOS Linux 7.7.1908	Linux	3.10.0-1062.12.1.el7.x86_64	64bit	Tue Jan 28 2020 19:24:22 GMT+0000 (Coordinated Universal Time)
0.7	6.6	100	92.6	sda1	disk_name	1.390873908996582	1843200	sda	disk_name	1.390873908996582	1843200	/dev/sda1	5680889856	xfs	mnt_point	/	47	10725883904	5044994048	1	2.6	0.49	1.14	1580347392	2672807936	2196709376	2672807936	943460352	27.9	9052160	3709415424	1036607488	10936	5468	5468	lo	interface_name	1.389673948287964	cpu_number		5.7	100	94.3	2	119	156	121	vm1-graph-analytics	CentOS Linux 7.7.1908 64bit	CentOS Linux 7.7.1908	Linux	3.10.0-1062.12.1.el7.x86_64	64bit	Tue Jan 28 2020 19:24:23 GMT+0000 (Coordinated Universal Time)
	7.2	100	92.8	sda1	disk_name	1.3416221141815186	40960	sda	disk_name	1.3416221141815186	40960	/dev/sda1	5680812032	xfs	mnt_point	/	47	10725883904	5045071872	1	2.6	0.49	1.14	1649790976	2602962944	2196725760	2602962944	943456256	29.8	9052160	3709415424	1106452480	10936	5468	5468	lo	interface_name	1.3417179584503174	cpu_number	0.7	7.5	100	91.8	2	122	160	124	vm1-graph-analytics	CentOS Linux 7.7.1908 64bit	CentOS Linux 7.7.1908	Linux	3.10.0-1062.12.1.el7.x86_64	64bit	Tue Jan 28 2020 19:24:24 GMT+0000 (Coordinated Universal Time)
	5.1	100	94.9	sda1	disk_name	1.3835079669952393		sda	disk_name	1.3835079669952393		/dev/sda1	5680812032	xfs	mnt_point	/	47	10725883904	5045071872	1	2.95	0.52	1.24	1701474304	2550833152	2196709376	2550833152	943456256	31.2	9052160	3709415424	1158582272	10936	5468	5468	lo	interface_name	1.3835840225219729	cpu_number		5.1	100	94.9	2	122	161	124	vm1-graph-analytics	CentOS Linux 7.7.1908 64bit	CentOS Linux 7.7.1908	Linux	3.10.0-1062.12.1.el7.x86_64	64bit	Tue Jan 28 2020 19:24:25 GMT+0000 (Coordinated Universal Time)
	4.3	100	95.7	sda1	disk_name	1.3895089626312256		sda	disk_name	1.3895089626312256		/dev/sda1	5680812032	xfs	mnt_point	/	47	10725883904	5045071872	1	2.95	0.52	1.24	1713307648	2538856448	2196717568	2538856448	943456256	31.6	9052160	3709415424	1170558976	10936	5468	5468	lo	interface_name	1.39001202583313	cpu_number		5.7	100	94.3	2	121	175	123	vm1-graph-analytics	CentOS Linux 7.7.1908 64bit	CentOS Linux 7.7.1908	Linux	3.10.0-1062.12.1.el7.x86_64	64bit	Tue Jan 28 2020 19:24:26 GMT+0000 (Coordinated Universal Time)


CREATE TABLE final_normal_data_set (
  "cpu_guest" DOUBLE,
  "cpu_guest_nice" DOUBLE,
  "cpu_idle" DOUBLE,
  "cpu_iowait" DOUBLE,
  "cpu_irq" DOUBLE,
  "cpu_nice" DOUBLE,
  "cpu_softirq" DOUBLE,
  "cpu_steal" DOUBLE,
  "cpu_system" DOUBLE,
  "cpu_total" DOUBLE,
  "cpu_user" DOUBLE,
  "diskio_sda1_disk_name" VARCHAR,
  "diskio_sda1_key" VARCHAR,
  "diskio_sda1_read_bytes" BIGINT,
  "diskio_sda1_time_since_update" DOUBLE,
  "diskio_sda1_write_bytes" BIGINT,
  "diskio_sda_disk_name" VARCHAR,
  "diskio_sda_key" VARCHAR,
  "diskio_sda_read_bytes" BIGINT,
  "diskio_sda_time_since_update" DOUBLE,
  "diskio_sda_write_bytes" BIGINT,
  "fs_device_name" VARCHAR,
  "fs_free" BIGINT,
  "fs_fs_type" VARCHAR,
  "fs_key" VARCHAR,
  "fs_mnt_point" VARCHAR,
  "fs_percent" DOUBLE,
  "fs_size" BIGINT,
  "fs_used" BIGINT,
  "load_cpucore" BIGINT,
  "load_min1" DOUBLE,
  "load_min15" DOUBLE,
  "load_min5" DOUBLE,
  "mem_active" BIGINT,
  "mem_available" BIGINT,
  "mem_buffers" DOUBLE,
  "mem_cached" BIGINT,
  "mem_free" BIGINT,
  "mem_inactive" BIGINT,
  "mem_percent" DOUBLE,
  "mem_shared" BIGINT,
  "mem_total" DOUBLE,
  "mem_used" BIGINT,
  "memswap_free" BIGINT,
  "memswap_percent" DOUBLE,
  "memswap_sin" BIGINT,
  "memswap_sout" BIGINT,
  "memswap_total" BIGINT,
  "memswap_used" BIGINT,
  "network_lo_cumulative_cx" DOUBLE,
  "network_lo_cumulative_rx" DOUBLE,
  "network_lo_cumulative_tx" DOUBLE,
  "network_lo_cx" DOUBLE,
  "network_lo_interface_name" VARCHAR,
  "network_lo_key" VARCHAR,
  "network_lo_rx" DOUBLE,
  "network_lo_time_since_update" DOUBLE,
  "network_lo_tx" DOUBLE,
  "percpu_0_cpu_number" BIGINT,
  "percpu_0_guest" DOUBLE,
  "percpu_0_guest_nice" DOUBLE,
  "percpu_0_idle" DOUBLE,
  "percpu_0_iowait" DOUBLE,
  "percpu_0_irq" DOUBLE,
  "percpu_0_key" VARCHAR,
  "percpu_0_nice" DOUBLE,
  "percpu_0_softirq" DOUBLE,
  "percpu_0_steal" DOUBLE,
  "percpu_0_system" DOUBLE,
  "percpu_0_total" DOUBLE,
  "percpu_0_user" DOUBLE,
  "processcount_running" DOUBLE,
  "processcount_sleeping" DOUBLE,
  "processcount_thread" DOUBLE,
  "processcount_total" DOUBLE,
  "system_hostname" VARCHAR,
  "system_hr_name" VARCHAR,
  "system_linux_distro" VARCHAR,
  "system_os_name" VARCHAR,
  "system_os_version" VARCHAR,
  "system_platform" VARCHAR,
  "timestamp" TIMESTAMP
);