Cyber Security Attacks

Consists of 25 varied metrics and 40,000 records

@kaggle.teamincribo_cyber_security_attacks

Table List

1 table(6.06 MB)

Cybersecurity Attacks

@kaggle.teamincribo_cyber_security_attacks.cybersecurity_attacks

6.06 MB
40000 rows
25 columns

timestamp Timestamp	source_ip_address Source IP Address	destination_ip_address Destination IP Address	source_port Source Port	destination_port Destination Port	protocol Protocol	packet_length Packet Length	packet_type Packet Type	traffic_type Traffic Type	payload_data Payload Data	malware_indicators Malware Indicators	anomaly_scores Anomaly Scores	alerts_warnings Alerts/Warnings	attack_type Attack Type	attack_signature Attack Signature	action_taken Action Taken	severity_level Severity Level	user_information User Information	device_information Device Information	network_segment Network Segment	geo_location_data Geo-location Data	proxy_information Proxy Information	firewall_logs Firewall Logs	ids_ips_alerts IDS/IPS Alerts	log_source Log Source
Tue May 30 2023 06:33:58 GMT+0000 (Coordinated Universal Time)	103.216.15.12	84.9.164.252	31225	17616	ICMP	503	Data	HTTP	Qui natus odio asperiores nam. Optio nobis iusto accusamus ad perferendis esse at. Asperiores neque at ad. Maiores possimus ipsum saepe vitae. Ad possimus veritatis.	IoC Detected	28.67	nan	Malware	Known Pattern B	Logged	Low	Reyansh Dugal	Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 6.2; Trident/5.0)	Segment A	Jamshedpur, Sikkim	150.9.97.135	Log Data	nan	Server
Wed Aug 26 2020 07:08:30 GMT+0000 (Coordinated Universal Time)	78.199.217.198	66.191.137.154	17245	48166	ICMP	1174	Data	HTTP	Aperiam quos modi officiis veritatis rem. Omnis nulla dolore perspiciatis. Illo animi mollitia vero voluptates error ad. Quidem maxime eaque optio a. Consectetur quasi veniam et totam culpa ullam.	IoC Detected	51.5	nan	Malware	Known Pattern A	Blocked	Low	Sumer Rana	Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 6.0; Trident/4.0)	Segment B	Bilaspur, Nagaland	nan	Log Data	nan	Firewall
Sun Nov 13 2022 08:23:25 GMT+0000 (Coordinated Universal Time)	63.79.210.48	198.219.82.17	16811	53600	UDP	306	Control	HTTP	Perferendis sapiente vitae soluta. Hic delectus quae nemo ea esse est rerum.	IoC Detected	87.42	Alert Triggered	DDoS	Known Pattern B	Ignored	Low	Himmat Karpe	Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.2; Trident/5.0)	Segment C	Bokaro, Rajasthan	114.133.48.179	Log Data	Alert Data	Firewall
Sun Jul 02 2023 10:38:46 GMT+0000 (Coordinated Universal Time)	163.42.196.10	101.228.192.255	20018	32534	UDP	385	Data	HTTP	Totam maxime beatae expedita explicabo porro labore. Minima ab fugit officiis dicta perspiciatis pariatur. Facilis voluptates eligendi dolores eveniet deserunt. Eveniet reprehenderit culpa quo.	nan	15.79	Alert Triggered	Malware	Known Pattern B	Blocked	Medium	Fateh Kibe	Mozilla/5.0 (Macintosh; PPC Mac OS X 10_11_5; rv:1.9.6.20) Gecko/2583-02-14 13:30:10 Firefox/11.0	Segment B	Jaunpur, Rajasthan	nan	nan	Alert Data	Firewall
Sun Jul 16 2023 13:11:07 GMT+0000 (Coordinated Universal Time)	71.166.185.76	189.243.174.238	6131	26646	TCP	1462	Data	DNS	Odit nesciunt dolorem nisi iste iusto. Animi voluptates soluta quis doloribus quas. Iure harum nihil hic illo repellendus. Quia illo fugit eligendi doloremque. In doloremque autem iure.	nan	0.52	Alert Triggered	DDoS	Known Pattern B	Blocked	Low	Dhanush Chad	Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 6.2; Trident/3.0)	Segment C	Anantapur, Tripura	149.6.110.119	nan	Alert Data	Firewall
Fri Oct 28 2022 13:14:27 GMT+0000 (Coordinated Universal Time)	198.102.5.160	147.190.155.133	17430	52805	UDP	1423	Data	HTTP	Repellat quas illum harum fugit incidunt exercitationem illum. Voluptate asperiores aperiam magnam eius. Eos quis repellat eos.	nan	5.76	nan	Malware	Known Pattern A	Logged	Medium	Zeeshan Viswanathan	Opera/8.58.(X11; Linux i686; nl-NL) Presto/2.9.170 Version/12.00	Segment C	Aurangabad, Meghalaya	nan	nan	nan	Server
Mon May 16 2022 17:55:43 GMT+0000 (Coordinated Universal Time)	97.253.103.59	77.16.101.53	26562	17416	TCP	379	Data	DNS	Qui numquam inventore repellat ratione fugit odit. Quidem est possimus voluptates reprehenderit vitae a. Quibusdam in itaque rerum. Excepturi quisquam iusto provident adipisci.	nan	31.55	nan	DDoS	Known Pattern B	Ignored	High	Ehsaan Dalal	Opera/9.24.(X11; Linux i686; fa-IR) Presto/2.9.175 Version/10.00	Segment A	Eluru, Manipur	nan	Log Data	nan	Server
Sun Feb 12 2023 07:13:17 GMT+0000 (Coordinated Universal Time)	11.48.99.245	178.157.14.116	34489	20396	ICMP	1022	Data	DNS	Amet libero optio quidem praesentium libero. Ea magnam atque corporis ipsum iure iusto. Eveniet dolor odio libero. Minus iste fugit asperiores minima eos ipsum.	IoC Detected	54.05	Alert Triggered	Intrusion	Known Pattern A	Logged	High	Yuvaan Dubey	Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_7_6) AppleWebKit/534.2 (KHTML, like Gecko) Chrome/45.0.865.0 Safari/534.2	Segment A	Phagwara, Andhra Pradesh	192.31.159.5	Log Data	Alert Data	Firewall
Tue Jun 27 2023 11:02:56 GMT+0000 (Coordinated Universal Time)	49.32.208.167	72.202.237.9	56296	20857	TCP	1281	Control	FTP	Veritatis nihil amet atque molestias aperiam minus. Velit hic aperiam iusto vitae nulla dolor maxime. Atque aspernatur reiciendis in.	IoC Detected	56.34	Alert Triggered	Intrusion	Known Pattern A	Blocked	High	Zaina Iyer	Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10_5_8) AppleWebKit/536.1 (KHTML, like Gecko) Chrome/38.0.861.0 Safari/536.1	Segment B	Ambala, Tripura	nan	Log Data	Alert Data	Server
Sun Aug 15 2021 22:29:04 GMT+0000 (Coordinated Universal Time)	114.109.149.113	160.88.194.172	37918	50039	UDP	224	Data	HTTP	Consequatur ipsum autem reprehenderit quae. Doloribus dicta laboriosam porro consequatur dicta deleniti. Hic doloribus non aliquam.	nan	16.51	Alert Triggered	Malware	Known Pattern B	Blocked	Medium	Mishti Chaudhuri	Mozilla/5.0 (Windows; U; Windows NT 6.0) AppleWebKit/533.28.5 (KHTML, like Gecko) Version/4.0 Safari/533.28.5	Segment A	Rampur, Mizoram	87.128.245.244	nan	nan	Server


CREATE TABLE cybersecurity_attacks (
  "timestamp" TIMESTAMP,
  "source_ip_address" VARCHAR,
  "destination_ip_address" VARCHAR,
  "source_port" BIGINT,
  "destination_port" BIGINT,
  "protocol" VARCHAR,
  "packet_length" BIGINT,
  "packet_type" VARCHAR,
  "traffic_type" VARCHAR,
  "payload_data" VARCHAR,
  "malware_indicators" VARCHAR,
  "anomaly_scores" DOUBLE,
  "alerts_warnings" VARCHAR,
  "attack_type" VARCHAR,
  "attack_signature" VARCHAR,
  "action_taken" VARCHAR,
  "severity_level" VARCHAR,
  "user_information" VARCHAR,
  "device_information" VARCHAR,
  "network_segment" VARCHAR,
  "geo_location_data" VARCHAR,
  "proxy_information" VARCHAR,
  "firewall_logs" VARCHAR,
  "ids_ips_alerts" VARCHAR,
  "log_source" VARCHAR
);