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 Anormal Data Set

@kaggle.keshanijayasinghe_cryptojacking_attack_timeseries_dataset.final_anormal_data_set

1.1 MB
14461 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_sda_disk_name Diskio Sda Disk Name	diskio_sda_key Diskio Sda Key	diskio_sda_read_bytes Diskio Sda Read Bytes	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_buffers Mem Buffers	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	memswap_free Memswap Free	memswap_total Memswap Total	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_cx Network Lo Cx	network_lo_interface_name Network Lo Interface Name	network_lo_key Network Lo Key	network_lo_rx Network Lo Rx	network_lo_time_since_update Network Lo Time Since Update	network_lo_tx Network Lo Tx	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
	2	100	6	sda1	disk_name	1	sda	disk_name		1		/dev/mapper/centos-root	201965568	xfs	mnt_point	/	95.7	4708106240	4506140672	1	1.52	0.69	1.33	368939008	917688320	2158592	361664512	917688320	240955392	76.9	9035776	3973603328	3055915008	645918720	645918720	400	200	200	200	lo	interface_name	100	1	100	cpu_number	1	1	100	9	2	111	154	113	localhost.localdomain	CentOS Linux 7.7.1908 64bit	CentOS Linux 7.7.1908	Linux	3.10.0-1062.12.1.el7.x86_64	64bit	Fri Mar 20 2020 09:16:03 GMT+0000 (Coordinated Universal Time)
	2	100	39	sda1	disk_name	1.0228629112243652	sda	disk_name		1.0228629112243652		/dev/mapper/centos-root	201916416	xfs	mnt_point	/	95.7	4708106240	4506189824	1	1.52	0.69	1.33	372154368	914485248	2158592	361693184	914485248	240943104	77	9035776	3973603328	3059118080	645918720	645918720	400	200	200	0	lo	interface_name		1.0229480266571045	0	cpu_number		3	100	45	1	112	154	113	localhost.localdomain	CentOS Linux 7.7.1908 64bit	CentOS Linux 7.7.1908	Linux	3.10.0-1062.12.1.el7.x86_64	64bit	Fri Mar 20 2020 09:16:05 GMT+0000 (Coordinated Universal Time)
	2	100	42	sda1	disk_name	1.0591349601745603	sda	disk_name	421888	1.0591349601745603		/dev/mapper/centos-root	201887744	xfs	mnt_point	/	95.7	4708106240	4506218496	1	1.52	0.69	1.33	372920320	913903616	2158592	362090496	913903616	241266688	77	9035776	3973603328	3059699712	645918720	645918720	400	200	200	0	lo	interface_name		1.024724006652832	0	cpu_number		2	100	40	2	110	153	112	localhost.localdomain	CentOS Linux 7.7.1908 64bit	CentOS Linux 7.7.1908	Linux	3.10.0-1062.12.1.el7.x86_64	64bit	Fri Mar 20 2020 09:16:06 GMT+0000 (Coordinated Universal Time)
	2	100	40	sda1	disk_name	0.9929890632629396	sda	disk_name	159744	0.9929890632629396	58880	/dev/mapper/centos-root	201695232	xfs	mnt_point	/	95.7	4708106240	4506411008	1	1.8	0.71	1.39	379072512	907665408	2158592	362209280	907665408	241238016	77.2	9035776	3973603328	3065937920	645918720	645918720	400	200	200	0	lo	interface_name		1.0286850929260254	0	cpu_number		3	100	42	3	109	153	112	localhost.localdomain	CentOS Linux 7.7.1908 64bit	CentOS Linux 7.7.1908	Linux	3.10.0-1062.12.1.el7.x86_64	64bit	Fri Mar 20 2020 09:16:07 GMT+0000 (Coordinated Universal Time)
	1	100	37	sda1	disk_name	1.007004976272583	sda	disk_name		1.007004976272583		/dev/mapper/centos-root	201654272	xfs	mnt_point	/	95.7	4708106240	4506451968	1	1.8	0.71	1.39	381206528	905572352	2158592	362266624	905572352	241274880	77.2	9035776	3973603328	3068030976	645918720	645918720	400	200	200	0	lo	interface_name		1.0186669826507568	0	cpu_number		1	100	37	3	109	153	112	localhost.localdomain	CentOS Linux 7.7.1908 64bit	CentOS Linux 7.7.1908	Linux	3.10.0-1062.12.1.el7.x86_64	64bit	Fri Mar 20 2020 09:16:08 GMT+0000 (Coordinated Universal Time)
	1	100	39	sda1	disk_name	1.0376579761505127	sda	disk_name		1.0376579761505127	425984	/dev/mapper/centos-root	201695232	xfs	mnt_point	/	95.7	4708106240	4506411008	1	1.8	0.71	1.39	381227008	905592832	2158592	362287104	905592832	241278976	77.2	9035776	3973603328	3068010496	645918720	645918720	400	200	200	0	lo	interface_name		1.024216890335083	0	cpu_number		1	100	39	2	110	153	112	localhost.localdomain	CentOS Linux 7.7.1908 64bit	CentOS Linux 7.7.1908	Linux	3.10.0-1062.12.1.el7.x86_64	64bit	Fri Mar 20 2020 09:16:09 GMT+0000 (Coordinated Universal Time)
	2	100	41	sda1	disk_name	1.015860080718994	sda	disk_name	40960	1.015860080718994	8192	/dev/mapper/centos-root	201605120	xfs	mnt_point	/	95.7	4708106240	4506501120	1	1.8	0.71	1.39	383438848	903307264	2158592	362336256	903307264	241303552	77.3	9035776	3973603328	3070296064	645918720	645918720	400	200	200	0	lo	interface_name		1.0115761756896973	0	cpu_number		1	100	40	2	110	152	112	localhost.localdomain	CentOS Linux 7.7.1908 64bit	CentOS Linux 7.7.1908	Linux	3.10.0-1062.12.1.el7.x86_64	64bit	Fri Mar 20 2020 09:16:10 GMT+0000 (Coordinated Universal Time)
1	3	100	57	sda1	disk_name	1.0443379878997805	sda	disk_name		1.0443379878997805		/dev/mapper/centos-root	201388032	xfs	mnt_point	/	95.7	4708106240	4506718208	1	1.8	0.71	1.39	383504384	903106560	2158592	362541056	903106560	241397760	77.3	9035776	3973603328	3070496768	645918720	645918720	400	200	200	0	lo	interface_name		1.0310838222503662	0	cpu_number	1	3	100	54	2	110	152	112	localhost.localdomain	CentOS Linux 7.7.1908 64bit	CentOS Linux 7.7.1908	Linux	3.10.0-1062.12.1.el7.x86_64	64bit	Fri Mar 20 2020 09:16:11 GMT+0000 (Coordinated Universal Time)
	3	100	64	sda1	disk_name	1.012197971343994	sda	disk_name		1.012197971343994		/dev/mapper/centos-root	201191424	xfs	mnt_point	/	95.7	4708106240	4506914816	1	1.81	0.72	1.4	385699840	901124096	2158592	362680320	901124096	241582080	77.3	9035776	3973603328	3072479232	645918720	645918720	400	200	200	0	lo	interface_name		1.030278205871582	0	cpu_number		4	100	67	3	109	152	112	localhost.localdomain	CentOS Linux 7.7.1908 64bit	CentOS Linux 7.7.1908	Linux	3.10.0-1062.12.1.el7.x86_64	64bit	Fri Mar 20 2020 09:16:12 GMT+0000 (Coordinated Universal Time)
2	4	100	54	sda1	disk_name	1.0188300609588623	sda	disk_name		1.0188300609588623		/dev/mapper/centos-root	200798208	xfs	mnt_point	/	95.7	4708106240	4507308032	1	1.81	0.72	1.4	385765376	900927488	2158592	362917888	900927488	241700864	77.3	9035776	3973603328	3072675840	645918720	645918720	400	200	200	0	lo	interface_name		1.0176539421081543	0	cpu_number	2	3	100	54	1	111	152	112	localhost.localdomain	CentOS Linux 7.7.1908 64bit	CentOS Linux 7.7.1908	Linux	3.10.0-1062.12.1.el7.x86_64	64bit	Fri Mar 20 2020 09:16:13 GMT+0000 (Coordinated Universal Time)


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