Datasets:

logtriage
/

security-log-samples

path stringlengths 33 64	format stringlengths 3 16	format_name stringlengths 4 31	category stringclasses 19 values	label stringclasses 2 values	bytes int64 576 15.9k	lines int64 1 382	sha256 stringlengths 64 64	sigma_rules stringlengths 28 73 ⌀	reference stringclasses 16 values
samples/aws-alb/benign/alb_normal.log	aws-alb	AWS ALB / ELB	Cloud	benign	1,398	3	5fbd33174d6860fdfcb41c881094193cdd7609e5c4cea193c2e46f575c9431d0	LTR-0019 aws-alb-scanner-scripted-access	null
samples/apache-error/benign/apache_error_normal.log	apache-error	Apache HTTP Server error log	Web	benign	2,033	10	14d1b3f2fb8b6c7d1808145452349d4d4ff671e7f4e537b24777e5b0c27bfa2d	null	null
samples/auditd/benign/auditd_normal.log	auditd	Linux audit log (auditd)	Endpoint	benign	7,362	30	3c8ba70a3df5a6b7a057ee34f38f665adf0e9f89adb3d70224800ffc29645578	LTR-0027 auditd-ssh-brute-force	null
samples/auth-log/benign/authlog_normal.log	auth-log	Linux auth.log / secure	Endpoint	benign	2,094	20	d86ee6c369f0de91479ac0e11114fbaf53f87f1f7aee5985ab9f3d16045b20e4	LTR-0011 authlog-ssh-brute-force	null
samples/aws-config/benign/aws_config_normal.json	aws-config	AWS Config	Cloud	benign	836	1	bd6cc92725d78a1149729c704b918e134c1e5a085e9289405f11268207540973	LTR-0020 aws-config-security-control-tampering	null
samples/aws-waf/benign/aws_waf_normal.json	aws-waf	AWS WAF	WAF	benign	2,518	3	7abf99cd11d698777dbd17f2d2c768636dbd4ee57b3043f7175834e3353e6afe	LTR-0021 aws-waf-managed-rule-exploit-block	https://logtriage.app/reference/log-formats/aws-waf/
samples/azure-activity/benign/azure_activity_normal.json	azure-activity	Azure ARM Activity Log	Cloud	benign	1,249	1	fec3fbb1aa8cd57ab2f1016365462276e022d997fa79feb00d5668eb3ab30311	LTR-0022 azure-activity-privileged-role-assignment	null
samples/azure-ad-signin/benign/azure_normal_corporate.json	azure-ad-signin	Azure AD Sign-In Logs	Identity	benign	5,391	94	5c0f0e7aac9c18f35a2ea23e2c8f58d0964eb521614202bfc261b477ca459fe7	LTR-0004 azure-legacy-auth-mfa-bypass	https://logtriage.app/reference/log-formats/azure-ad-signin/
samples/carbonblack/benign/carbonblack_normal.json	carbonblack	Carbon Black	EDR	benign	833	3	8ac3d926a394d7e3a625175fafee592d9eeba51a66c45f47cb0ff63338865ae9	LTR-0023 carbonblack-mimikatz-credential-dumping	null
samples/cef/benign/cef_firewall_normal.log	cef	CEF (Common Event Format)	Network & Firewall	benign	1,407	8	81eec10406b997dfcecffff4658ba677c50081012b760a5679f8aef17e8a972a	LTR-0024 cef-firewall-threat-prevention-block	https://logtriage.app/reference/log-formats/cef/
samples/cisco-asa/benign/cisco_asa_normal.log	cisco-asa	Cisco ASA / FTD	Firewall	benign	911	6	1efa712708441531cdf2d4f5a234272e5b5b4182ea77eea6875b48287f021e4a	LTR-0025 cisco-asa-botnet-traffic-filter	null
samples/cloudflare/benign/cloudflare_normal_traffic.json	cloudflare	Cloudflare Logs	Network & CDN	benign	2,274	6	a94639f1e23f359b5c35c5ec0b537fc135b596d1022ead7e8342b31456d9abc6	LTR-0010 cloudflare-path-traversal-recon	null
samples/cloudtrail/benign/cloudtrail_normal_operations.json	cloudtrail	AWS CloudTrail	Cloud	benign	2,540	79	2604aab3b7026f5702eae774d9eb3e000cf52702ef87d30d4a623fcae5d9c54d	LTR-0002 cloudtrail-iam-privilege-escalation	https://logtriage.app/reference/log-formats/cloudtrail/
samples/crowdstrike/benign/crowdstrike_normal.json	crowdstrike	CrowdStrike Falcon	EDR	benign	1,134	4	55b872a6ce3bc4babd8eb50b8d0792829b38da75902f6f63428bdf538766a0b4	LTR-0026 crowdstrike-encoded-powershell	https://logtriage.app/reference/log-formats/crowdstrike/
samples/duo/benign/duo_normal.json	duo	Duo Security	Identity	benign	734	1	816adc50c1e2840355ed333eb8a77a98e70404a175d05a2475d140a12bc26350	LTR-0013 duo-mfa-fatigue-bypass	https://logtriage.app/reference/log-formats/duo/
samples/ecs/benign/ecs_normal.json	ecs	Elastic Common Schema	SIEM	benign	1,271	3	f858252a6302853727f03864e459504ca4f656a0174c7356bff97a390ca99781	LTR-0028 ecs-mimikatz-credential-dumping	null
samples/f5-asm/benign/f5_asm_normal.log	f5-asm	F5 BIG-IP ASM	WAF	benign	917	3	8e97c4c2bd6e0e6cd38214b4fca91cecc77cd16ef950765963835abe1225a288	LTR-0029 f5-asm-blocked-high-severity-attacks	null
samples/fortigate/benign/fortigate_normal.log	fortigate	FortiGate	Firewall	benign	979	3	332e39b1446c77397af561cbbc7893195dae461e053f6c54803d73c00db46cbf	LTR-0030 fortigate-utm-ips-virus-block	null
samples/gcp-audit/benign/gcp_normal_operations.json	gcp-audit	GCP Cloud Audit Log	Cloud	benign	2,315	6	6b33c3a35bea0952711efa309c9764f5c5fce3f131e0cab7d12d02d1c492a0d1	LTR-0008 gcp-iam-privilege-escalation	null
samples/generic-csv/benign/generic_normal_api.csv	generic-csv	Generic CSV	Generic	benign	1,550	13	588591054145dc884ef56ab64ae061955699192ac84d111b42100e3bbfd06845	null	null
samples/generic-csv/benign/generic_signups_normal.csv	generic-csv	Generic CSV	Generic	benign	3,641	41	5959763469e469a8e2cae3934ab40173a4688c289329821089a689709c56071e	null	null
samples/github-audit/benign/github_audit_normal.json	github-audit	GitHub Audit Log	SaaS	benign	576	1	8713c60e84f22a8a99e838a002b17d980513f15a3012ee852a59aaeb9334f24f	LTR-0014 github-audit-org-takeover	null
samples/google-workspace/benign/google_workspace_normal.json	google-workspace	Google Workspace	SaaS	benign	785	1	28cd7c7ac5798cb41886b8297d084e8249f4d524e8fefa3ba8619f301ac56338	LTR-0017 google-workspace-admin-takeover	null
samples/guardduty/benign/guardduty_normal.json	guardduty	AWS GuardDuty	Cloud Security	benign	2,682	75	f85f693428796aee4c349fcd15c7093f56339a1a91d2d98168605fa3ec138baf	null	null
samples/haproxy/benign/haproxy_normal.log	haproxy	HAProxy	Network	benign	582	3	356266f34db25a058c9f0e7132dcfc7d8bed0ec66c65119e138bc9ce9dce82f9	null	null
samples/iis/benign/iis_normal.log	iis	IIS W3C Extended	Web	benign	654	7	59a1121bef9df3fd355f554764827f2759521ab2316bd0d63d7dee55001cc371	null	null
samples/aws-inspector/benign/inspector_normal.json	aws-inspector	AWS Inspector v2	Cloud Security	benign	1,448	1	19d6dc39718ddca9656300d6e7a41cb8c77c85fc34921164ef98c155a7cb1cb7	null	null
samples/jumpcloud/benign/jumpcloud_normal.json	jumpcloud	JumpCloud Directory	Identity	benign	887	1	feff1c9ac9c65c438014dada64253982014440ec175009a4383836e13299a124	null	null
samples/juniper-srx/benign/juniper_srx_normal.log	juniper-srx	Juniper SRX	Firewall	benign	779	4	94460cc1b6f14b083912d15501ff03bdf48a7178a49356a53aab1442a07d1eae	null	null
samples/k8s-audit/benign/k8s_normal_operations.json	k8s-audit	Kubernetes Audit Log	Cloud-Native	benign	3,411	7	4c0db70b59c1ade262b0aad3a8a55c6bb8718d7f90e3d577ca2dbf44a9156c79	LTR-0009 k8s-secret-exfiltration	https://logtriage.app/reference/log-formats/k8s-audit/
samples/leef/benign/leef_normal_events.log	leef	IBM LEEF	SIEM	benign	1,007	4	f89ee951fb67dcaca9978a4f36ed156f21cac587f7107dccaec49779c2fc5acb	null	https://logtriage.app/reference/log-formats/leef/
samples/m365/benign/m365_normal_activity.json	m365	Microsoft 365 Unified Audit Log	SaaS	benign	2,166	8	900a70adc99b2004c82b7b8a69c9dcc03ec8efaf8ccbdf06f941c5709be33f33	LTR-0006 m365-bec-inbox-rule	null
samples/mdatp/benign/mdatp_normal.json	mdatp	Microsoft Defender for Endpoint	EDR	benign	1,053	3	50860b156ef6fbab4b50c27778398ca87566e9613be6f10fe006d60d65824ac0	null	null
samples/mysql/benign/mysql_normal.log	mysql	MySQL	Database	benign	737	12	719640b9ace8b9b40fccabdb6f452f1d8700bf644164ef6829821f5fbfd42b25	null	null
samples/nginx/benign/nginx_api_developer.log	nginx	nginx / Apache Combined	Web	benign	1,810	15	d36f80ecf797e7e32ba418ff7fc682d899d669a3929fc9916ccc78b2b09bf6fc	null	null
samples/nginx-error/benign/nginx_error_normal.log	nginx-error	nginx error log	Web	benign	1,641	10	e7914b4ea0ab206154ef445307097112e5ced2147f82e652b67fed9f909d511b	null	null
samples/nginx/benign/nginx_normal_browsing.log	nginx	nginx / Apache Combined	Web	benign	3,217	15	efde42b73bb45bd8d63b58f749c07d3a33f157a2d03d0d61301884139d3ed6c1	LTR-0001 nginx-credential-stuffing; LTR-0015 nginx-sqli-data-exfiltration	null
samples/azure-nsg/benign/nsg_flow_benign.json	azure-nsg	Azure NSG Flow Logs	Cloud Network	benign	2,358	68	dc85b4c95e35e97802cd10c373a88871d62b64956d7623856a9a3a21a481bd93	null	null
samples/okta/benign/okta_normal_logins.json	okta	Okta System Log	Identity	benign	4,190	9	dee3b1c5e0ee3b94c20d2c178b7481f55c89be5c0578d0d85d916081448e4a61	LTR-0007 okta-credential-stuffing	https://logtriage.app/reference/log-formats/okta/
samples/panos/benign/panos_normal_traffic.log	panos	PAN-OS Native CSV	Firewall	benign	1,386	3	ad0b3767f63b5741834e32e45166a4d3c6592fb572be88ccf13605c848a33399	null	https://logtriage.app/reference/log-formats/panos/
samples/postgresql/benign/postgresql_normal.csv	postgresql	PostgreSQL	Database	benign	941	4	8c2f05849e54d0ab72845cb5b1c86f1512df5e3aa25b423e835a1c10e7b525e5	null	null
samples/aws-s3-access/benign/s3_access_normal.log	aws-s3-access	AWS S3 Server Access Logs	Cloud	benign	1,200	3	de6b58617e883c3f28c0cc253a69dd32a5175b58c5ae831757acd8af4faa10b1	LTR-0016 s3-anonymous-access-exfiltration	null
samples/aws-securityhub/benign/securityhub_normal.json	aws-securityhub	AWS Security Hub	Cloud Security	benign	1,595	1	54ce108ce237893cced5d02b46dbb194c592c31d4b49eb9b74d789eeb9262a38	null	null
samples/sentinelone/benign/sentinelone_normal.json	sentinelone	SentinelOne	EDR	benign	1,235	2	3ec84f55f1c9214ede898d616bb6e856b24f5751f509deae488702e850cb42f5	null	null
samples/slack-audit/benign/slack_audit_normal.json	slack-audit	Slack Audit Log	SaaS	benign	961	1	8cb731cf2fe6bbf44c1aa0a64312d8c0db36e9e68ac2b952c2c339df6b073a0c	null	null
samples/snort/benign/snort_normal.log	snort	Snort	IDS/IPS	benign	894	5	7de143c27ed46eb41918efbc75d5dc2e168a750118314622c9b67f0de760fded	null	null
samples/suricata/benign/suricata_normal_traffic.json	suricata	Suricata	IDS/IPS	benign	2,431	6	dad819cad7107a08e72803d6f719ebe83c4cee197488bb54aa084801c3117fde	null	https://logtriage.app/reference/log-formats/suricata/
samples/syslog/benign/syslog_normal.log	syslog	Syslog (RFC 5424 / 3164)	Network	benign	1,611	14	3085072ca9707fd2f37cee40f7efe65f86581abd06d3aa670e16d925d6bd060e	null	https://logtriage.app/reference/log-formats/syslog/
samples/sysmon/benign/sysmon_normal.xml	sysmon	Sysmon	Endpoint	benign	2,012	47	72e34d975fb512f73395febcb152250d2c5ece427f80301e35c73ecd0da53bca	LTR-0003 sysmon-lsass-credential-dumping	https://logtriage.app/reference/log-formats/sysmon/
samples/traefik/benign/traefik_normal.json	traefik	Traefik	Network	benign	921	3	f363a51847ad3fb4448e5d9e3a3412d46c49cdc7a2956db3da7f1c3b1cee533a	null	null
samples/vpc-flow/benign/vpc_flow_benign.log	vpc-flow	AWS VPC Flow Logs	Cloud Network	benign	1,350	13	12e0505a03ef835092ef3775f6a21c06aff164840d7417d020d3dc172873b127	LTR-0005 vpc-flow-port-scanning	https://logtriage.app/reference/log-formats/vpc-flow/
samples/wazuh/benign/wazuh_normal.json	wazuh	Wazuh	HIDS	benign	1,943	4	135080cd77c62d90244be5f8dc29d911378c1ad529b78fd0c60e04ec1fa21e04	null	null
samples/evtx/benign/windows_normal_logons.xml	evtx	Windows Event Log	Endpoint	benign	5,484	131	a41bf8a22043c1c29981c2e3fb2908e0b2ed27834a0ecf2183d6ada8132a5107	LTR-0012 windows-4625-password-spray	https://logtriage.app/reference/log-formats/evtx/
samples/zeek/benign/zeek_normal_http.log	zeek	Zeek	IDS/IPS	benign	1,904	14	ff9498803ac22ffa9c5f4d624353041e5a8e1f7794d986070311ce5411d1c5dc	LTR-0018 zeek-http-web-attack-recon	https://logtriage.app/reference/log-formats/zeek/
samples/aws-alb/malicious/alb_attack.log	aws-alb	AWS ALB / ELB	Cloud	malicious	1,627	4	16098d614a416719d69c2840a33bf8a68dea268a9b1ee8a3bc9a7f0893f49505	LTR-0019 aws-alb-scanner-scripted-access	null
samples/apache-error/malicious/apache_error_attack.log	apache-error	Apache HTTP Server error log	Web	malicious	6,998	43	fbf4759c9d6099f45d30364ac2439f05aa54a689ad013338218e64590517d85a	null	null
samples/auditd/malicious/auditd_ssh_bruteforce.log	auditd	Linux audit log (auditd)	Endpoint	malicious	11,174	48	036f8a3eacb98d67b576066a5a2886bfb4bab93539dbdc6fd1428f75ef11afa6	LTR-0027 auditd-ssh-brute-force	null
samples/auth-log/malicious/authlog_brute_force.log	auth-log	Linux auth.log / secure	Endpoint	malicious	2,585	27	0198736e3abe5f30fb44f1c67b24274bb68620f9f9432936b09fd1c18c8dcab1	LTR-0011 authlog-ssh-brute-force	null
samples/aws-config/malicious/aws_config_changes.json	aws-config	AWS Config	Cloud	malicious	1,135	1	c9c3354c42a1493b3ee66d4d76d052f2c50bcac394568683173d73e4ea65ea38	LTR-0020 aws-config-security-control-tampering	null
samples/aws-waf/malicious/aws_waf_blocked.json	aws-waf	AWS WAF	WAF	malicious	3,913	4	a951a49d8709290c394ae92a1025a7870cf4d1778a1a9831646bfd7ac3b7b7a0	LTR-0021 aws-waf-managed-rule-exploit-block	https://logtriage.app/reference/log-formats/aws-waf/
samples/azure-activity/malicious/azure_activity_attack.json	azure-activity	Azure ARM Activity Log	Cloud	malicious	2,681	68	c70194249b85c58de9149cd7c31ab1f1651a934f76940f30dc77d962ddd464a7	LTR-0022 azure-activity-privileged-role-assignment	null
samples/azure-ad-signin/malicious/azure_brute_force.json	azure-ad-signin	Azure AD Sign-In Logs	Identity	malicious	8,617	156	a1a4f48685e7adc47a3ca2717ea7aba7bfd11aeabb91aec5c800b02c16cb3ffd	null	https://logtriage.app/reference/log-formats/azure-ad-signin/
samples/azure-ad-signin/malicious/azure_impossible_travel.json	azure-ad-signin	Azure AD Sign-In Logs	Identity	malicious	6,688	219	4ce691365d8d97bb52aaacf608569845fcc116d856218e24c5a8f46e14c3a04f	null	https://logtriage.app/reference/log-formats/azure-ad-signin/
samples/azure-ad-signin/malicious/azure_injection_downgrade.json	azure-ad-signin	Azure AD Sign-In Logs	Identity	malicious	2,356	55	db3de62305f5085393432051cc143949319cf2de593ce4270bb29f00987e0db1	null	https://logtriage.app/reference/log-formats/azure-ad-signin/
samples/azure-ad-signin/malicious/azure_mfa_bypass.json	azure-ad-signin	Azure AD Sign-In Logs	Identity	malicious	5,250	94	ef7ee2615b01228d77f372ff76b1009bf50b3ee8b32bb740ac6cca04e0e888e3	LTR-0004 azure-legacy-auth-mfa-bypass	https://logtriage.app/reference/log-formats/azure-ad-signin/
samples/carbonblack/malicious/carbonblack_attack.json	carbonblack	Carbon Black	EDR	malicious	1,327	4	128eb16bab167e32e4bd724231e09334034b1582c71b2cbe4d85a837ae3382cd	LTR-0023 carbonblack-mimikatz-credential-dumping	null
samples/cef/malicious/cef_firewall_attack.log	cef	CEF (Common Event Format)	Network & Firewall	malicious	2,481	10	66d06cf4b3bc57071b0268da13ce690f8bcd7e225ac754b0287e9c632116c2b1	LTR-0024 cef-firewall-threat-prevention-block	https://logtriage.app/reference/log-formats/cef/
samples/cisco-asa/malicious/cisco_asa_attack.log	cisco-asa	Cisco ASA / FTD	Firewall	malicious	1,321	8	e11fdb26976cc1252e7ead7352be172c16a7b01f000822bbf689a74653c1d669	LTR-0025 cisco-asa-botnet-traffic-filter	null
samples/cloudflare/malicious/cloudflare_waf_attack.json	cloudflare	Cloudflare Logs	Network & CDN	malicious	3,677	10	8c34631fd95339bce30114e39e8c5a0d6bb08de1a95be81c51074632a9e44a7a	LTR-0010 cloudflare-path-traversal-recon	null
samples/cloudtrail/malicious/cloudtrail_iam_escalation.json	cloudtrail	AWS CloudTrail	Cloud	malicious	4,655	134	350553db63812ac11557c105af8769c6cca06ca43b495f81b415b9c9ad5a4055	LTR-0002 cloudtrail-iam-privilege-escalation	https://logtriage.app/reference/log-formats/cloudtrail/
samples/crowdstrike/malicious/crowdstrike_detections.json	crowdstrike	CrowdStrike Falcon	EDR	malicious	1,943	5	3347dc5a9c5d0fb7747e3147e79a095259f90ffa56fff57320189c9cc4f8e8c2	LTR-0026 crowdstrike-encoded-powershell	https://logtriage.app/reference/log-formats/crowdstrike/
samples/duo/malicious/duo_attack.json	duo	Duo Security	Identity	malicious	949	1	435ac3faf6cdb19f0e69980ad7f2d87002568a79cfada7e2f8b49309c4bcb90d	LTR-0013 duo-mfa-fatigue-bypass	https://logtriage.app/reference/log-formats/duo/
samples/ecs/malicious/ecs_attack.json	ecs	Elastic Common Schema	SIEM	malicious	1,881	4	2d22d8beba935e3a056dbfcce031aef7042d3110c5aa53436eaa7d6f32cf6cdb	LTR-0028 ecs-mimikatz-credential-dumping	null
samples/f5-asm/malicious/f5_asm_attacks.log	f5-asm	F5 BIG-IP ASM	WAF	malicious	1,533	5	1421d754e3f84381b22a762e12c332e99f9799a9a89af16b3a6e42da98a18f01	LTR-0029 f5-asm-blocked-high-severity-attacks	null
samples/fortigate/malicious/fortigate_attack.log	fortigate	FortiGate	Firewall	malicious	1,661	5	a26e490786b669472e782771db24c77d94e3c47bc0fd2fcd3443aec670da9e09	LTR-0030 fortigate-utm-ips-virus-block	null
samples/gcp-audit/malicious/gcp_iam_escalation.json	gcp-audit	GCP Cloud Audit Log	Cloud	malicious	3,958	8	3cd50c7e7a495706ce5b70b852614680c9a51f912f1e7f01f7cc76ac3e4d2a36	LTR-0008 gcp-iam-privilege-escalation	null
samples/generic-csv/malicious/generic_api_scraper.csv	generic-csv	Generic CSV	Generic	malicious	1,868	21	c7d96670b1c303af3f5077b6aca7dd81de2da58f69c8991a8d71847dd8600f58	null	null
samples/generic-csv/malicious/generic_signup_mailbox_aliases.csv	generic-csv	Generic CSV	Generic	malicious	13,066	133	e4231852cb43494cf96c51edd7eaca7ac1dbb1829715ee7f149e633fc5b6c3be	null	null
samples/github-audit/malicious/github_audit_attack.json	github-audit	GitHub Audit Log	SaaS	malicious	754	1	b923aa6e59ac17c01265447a5a2dc5736401532da982a7995bacdce4126a7b08	LTR-0014 github-audit-org-takeover	null
samples/google-workspace/malicious/google_workspace_attack.json	google-workspace	Google Workspace	SaaS	malicious	1,214	1	88b2f12fb850768014b0799bd65a548cfbd4844d22d0f7c3c86596a4413605d9	LTR-0017 google-workspace-admin-takeover	null
samples/guardduty/malicious/guardduty_findings.json	guardduty	AWS GuardDuty	Cloud Security	malicious	4,362	112	04a4c2e21c9262d68ce7d616d080f339fabd9ad3f52c85f7b677997faba3d666	null	null
samples/haproxy/malicious/haproxy_attack.log	haproxy	HAProxy	Network	malicious	778	4	0db151eb8d8e35ba9d672b2c36e52b17440a5e743f0789fadc282ce285219977	null	null
samples/iis/malicious/iis_attack.log	iis	IIS W3C Extended	Web	malicious	751	9	b5a57320c340f715b58e0b7b362906d5dd15fc8cbf9fbee373d0bf9e7ffa07a6	null	null
samples/aws-inspector/malicious/inspector_findings.json	aws-inspector	AWS Inspector v2	Cloud Security	malicious	1,597	1	59c7e1a0ed5ec7dfb49251bdf97796f56f96e6aedffefd21bdd558592c1c6b0f	null	null
samples/jumpcloud/malicious/jumpcloud_attack.json	jumpcloud	JumpCloud Directory	Identity	malicious	1,030	1	7093cca55d3b2d49f9689af90134931bda615466feb011f0473019b640f1da80	null	null
samples/juniper-srx/malicious/juniper_srx_attack.log	juniper-srx	Juniper SRX	Firewall	malicious	1,196	6	d091e50ff31e8cd981cd5c0f5344d6779738c05de59ee575463992f1ff008745	null	null
samples/k8s-audit/malicious/k8s_exec_secret_exfil.json	k8s-audit	Kubernetes Audit Log	Cloud-Native	malicious	4,965	9	30eb33a098818c808432d7d7b0bf1e96a30bec5f17feba9033720b0fa6561849	LTR-0009 k8s-secret-exfiltration	https://logtriage.app/reference/log-formats/k8s-audit/
samples/leef/malicious/leef_attack_events.log	leef	IBM LEEF	SIEM	malicious	1,278	5	b35046f3a710470b66f67f4d81d040b084ebd7ed27676560768764b6a2d85fa1	null	https://logtriage.app/reference/log-formats/leef/
samples/m365/malicious/m365_bec_data_exfil.json	m365	Microsoft 365 Unified Audit Log	SaaS	malicious	3,445	10	4f6ffa4fe5644f14b00dcdffe93acb302e71315905e0517441327c08cb2fffa3	LTR-0006 m365-bec-inbox-rule	null
samples/mdatp/malicious/mdatp_alerts.json	mdatp	Microsoft Defender for Endpoint	EDR	malicious	1,730	4	e23967b006ae29f89a91ff6c69289a6df2dfc450e53293a8c4aee16751a30f06	null	null
samples/mysql/malicious/mysql_attack.log	mysql	MySQL	Database	malicious	692	12	237144555e43d247bdca531efefde194ca95c58ec81664f6f292a8b6c38ed3f1	null	null
samples/nginx/malicious/nginx_credential_stuffing.log	nginx	nginx / Apache Combined	Web	malicious	2,613	22	9b17d412d1488ebf411ae0e28e0588932613b9b5c347ddc905fcd716e4d420e0	LTR-0001 nginx-credential-stuffing	null
samples/nginx-error/malicious/nginx_error_attack.log	nginx-error	nginx error log	Web	malicious	7,101	36	330fa0f92a452bdec8d74440a2b1ad5780c3f071586416920cb50fede99a1f19	null	null
samples/nginx/malicious/nginx_prompt_injection.log	nginx	nginx / Apache Combined	Web	malicious	1,757	12	b0453dec785295152abd20c7ac102d20af115d20b668a26d9113f131c96ca450	null	null
samples/nginx/malicious/nginx_recon_sweep.log	nginx	nginx / Apache Combined	Web	malicious	1,999	20	0197e07786968ae7f04c87664692fe4d3d3d06a63d00ca9a611d73f6566b271e	null	null
samples/nginx/malicious/nginx_sqli_exfiltration.log	nginx	nginx / Apache Combined	Web	malicious	1,939	13	3451f10cf509dafadb71cde75ff8c31cfa07c1ed77c9b760411008baa44ab46a	LTR-0015 nginx-sqli-data-exfiltration	null
samples/azure-nsg/malicious/nsg_flow_malicious.json	azure-nsg	Azure NSG Flow Logs	Cloud Network	malicious	2,662	65	62c097f9ae8d8d22e7051b43562f7f260693e7afc2e143fcc4480f191fb740e6	null	null
samples/okta/malicious/okta_credential_stuffing.json	okta	Okta System Log	Identity	malicious	6,527	14	259b85c59b94e962f09926b3c0a7ab3b6c3ec787be7f0dbcf615baf53b4bce15	LTR-0007 okta-credential-stuffing	https://logtriage.app/reference/log-formats/okta/
samples/panos/malicious/panos_threat_events.log	panos	PAN-OS Native CSV	Firewall	malicious	1,981	4	434598c74d4c13af3e3c82ad56f260133ec8423c9671be81ac0880dbdf16658b	null	https://logtriage.app/reference/log-formats/panos/
samples/postgresql/malicious/postgresql_attack.csv	postgresql	PostgreSQL	Database	malicious	1,125	5	407a11408b90657c17f81889d8fd3a537360895d04f902ac493c6d6dc9d0a5c6	null	null

End of preview. Expand in Data Studio

Security log samples

Paired malicious and benign sample logs for more than 50 security log formats, for testing log parsers, detection rules and analytics, plus the monthly data behind two LogTriage research reports. Published by LogTriage; the same files are on GitHub. Licensed CC BY 4.0.

Each attack sample has a benign counterpart from the same source, so a rule can be checked both ways: it must fire on the first and stay silent on the second. Public IP addresses are replaced with documentation ranges (RFC 5737). manifest.csv (shown in the viewer above) lists every file with its format, label (malicious / benign), size, line count, SHA-256 and the LogTriage Sigma rules validated against it.

Monthly research data

Path	What it is	Report
`reports/server-attacks/<YYYY-MM>.json`	What attacked an ordinary internet-facing server that month: SSH and web attack volumes, the most requested probe paths, scanner user agents, attacking networks and countries. Aggregates only, never an IP address.	What attacks an internet-facing server
`reports/ip-blocklists/<YYYY-MM>.json`	How much of that month's real attack traffic each of 17 free IP blocklists would have caught, alone and in combination. Aggregates only.	Which free IP blocklists work

Field-by-field guides to the formats are in the log format reference; the free log analyzer reads every format here in the browser.

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