attacks-weekly / metadata.json
pyToshka's picture
Upload dataset - Session upload_1760332280
90ea0a7 verified
raw
history blame
18.5 kB
{
"dataset_info": {
"name": "attacks-weekly",
"version": "1.0.0",
"description": "Cybersecurity dataset from honeypot infrastructure",
"total_samples": 75669,
"features": 164,
"creation_timestamp": "2025-10-13T05:10:57.244315+00:00",
"data_source": "Honeypot Infrastructure",
"honeypot_types": {},
"time_range": {
"start": "",
"end": "2025-10-13T04:52:41.280502+00:00"
}
},
"statistics": {
"total_events": 100000,
"successful_extractions": 100000,
"feature_extraction_time": 114.853265,
"dataset_creation_time": 0,
"quality_score": 0.0
},
"feature_schema": {
"raw_sig": "object",
"src_port": "object",
"dest_port": "int64",
"honeypot_hostname": "object",
"type": "object",
"dest_ip": "object",
"src_ip": "object",
"dist": "object",
"subject": "object",
"host": "object",
"honeypot_ip_ext": "object",
"honeypot_ip_int": "object",
"geoip_ext": "object",
"mod": "object",
"os": "object",
"geoip": "object",
"@timestamp": "object",
"params": "object",
"@version": "object",
"mitre_techniques": "object",
"attack_vectors": "object",
"mitre_tactic": "object",
"mitre_technique": "object",
"confidence_score": "object",
"is_malicious": "bool",
"severity": "object",
"primary_label": "object",
"metadata": "object",
"flow_id": "object",
"event_type": "object",
"proto": "object",
"app_proto": "object",
"in_iface": "object",
"tags": "object",
"flow": "object",
"timestamp": "object",
"tcp": "object",
"action": "object",
"mstshash": "object",
"data": "object",
"protocol": "object",
"stream": "object",
"direction": "object",
"alert": "object",
"payload_printable": "object",
"payload": "object",
"pkt_src": "object",
"rdp": "object",
"tx_guessed": "object",
"tx_id": "object",
"ip_rep": "object",
"raw_mtu": "object",
"link": "object",
"reason": "object",
"raw_hits": "object",
"raw_freq": "object",
"uptime": "object",
"output": "object",
"message": "object",
"status": "object",
"environ": "object",
"level": "object",
"session": "object",
"msg": "object",
"input": "object",
"username": "object",
"service": "object",
"fatt_rdp": "object",
"session_duration": "float64",
"tls": "object",
"fatt_tls": "object",
"http": "object",
"downloads": "object",
"end_time": "object",
"start_time": "object",
"proxy_connection": "object",
"operation_mode": "object",
"download_count": "object",
"download_tries": "object",
"is_virtual": "object",
"attack_connection": "object",
"fatt_ssh": "object",
"ssh": "object",
"app": "object",
"lang": "object",
"fileinfo": "object",
"client": "object",
"password": "object",
"files": "object",
"anomaly": "object",
"request.protocol": "object",
"request.userAgent": "object",
"request.headers.sortedSha256": "object",
"response.headers.Server": "object",
"response.metadata.model": "object",
"request.body": "object",
"request.headers.Content-Disposition": "object",
"hostname": "object",
"response.metadata.generationSource": "object",
"request.method": "object",
"response.metadata.temperature": "object",
"request.bodySha256": "object",
"sensorName": "object",
"request.headers.sorted": "object",
"request.headers.User-Agent": "object",
"response.metadata.provider": "object",
"request.headers.Connection": "object",
"response.headers.Content-Type": "object",
"request.requestURI": "object",
"request.headers.Accept": "object",
"response.body": "object",
"request.headers.Upgrade-Insecure-Requests": "object",
"request.headers.X-Csrf-Token": "object",
"fatt_http": "object",
"request": "object",
"response": "object",
"public_ip": "object",
"data_type": "object",
"id": "object",
"sensorid": "object",
"app_proto_tc": "object",
"client_version": "object",
"smb": "object",
"request.headers.Forwarded": "object",
"request.headers.From": "object",
"request.headers.Cookie": "object",
"request.headers.Origin": "object",
"request.headers.Referer": "object",
"request.headers.Max-Forwards": "object",
"request.headers.Pragma": "object",
"smtp": "object",
"request.headers.Proxy-Authorization": "object",
"request.headers.Accept-Language": "object",
"request.headers.Accept-Encoding": "object",
"request.headers.Range": "object",
"request.headers.X-Requested-With": "object",
"ftp": "object",
"request.headers.Username": "object",
"request.headers.Accept-Charset": "object",
"request.headers.Accept-Datetime": "object",
"request.headers.Content-Length": "object",
"request.headers.Date": "object",
"request.headers.X-Api-Version": "object",
"request.headers.X-Csrftoken": "object",
"request.headers.Access-Control-Request-Headers": "object",
"request.headers.X-Xsrf-Token": "object",
"request.headers.Warning": "object",
"request.headers.Authorization": "object",
"request.headers.X-Proxyuser-Ip": "object",
"request.headers.Te": "object",
"request.headers.Hostname": "object",
"request.headers.Dnt": "object",
"request.headers.Ipaddress": "object",
"app_proto_ts": "object",
"request.headers.Access-Control-Request-Method": "object",
"request.headers.Content-Type": "object",
"icmp_type": "object",
"icmp_code": "object",
"request.headers.Ip": "object",
"request.headers.Content-Encoding": "object",
"request.headers.X-Amz-Target": "object",
"request.headers.X-Amz-Date": "object",
"request.headers.Qualys-Scan": "object",
"commands": "object"
},
"quality_metrics": {
"completeness": {
"raw_sig": 1.0,
"src_port": 1.0,
"dest_port": 1.0,
"honeypot_hostname": 1.0,
"type": 1.0,
"dest_ip": 1.0,
"src_ip": 1.0,
"dist": 1.0,
"subject": 1.0,
"host": 1.0,
"honeypot_ip_ext": 1.0,
"honeypot_ip_int": 1.0,
"geoip_ext": 1.0,
"mod": 1.0,
"os": 1.0,
"geoip": 1.0,
"@timestamp": 1.0,
"params": 1.0,
"@version": 1.0,
"mitre_techniques": 1.0,
"attack_vectors": 1.0,
"mitre_tactic": 1.0,
"mitre_technique": 1.0,
"confidence_score": 1.0,
"is_malicious": 1.0,
"severity": 1.0,
"primary_label": 1.0,
"metadata": 1.0,
"flow_id": 1.0,
"event_type": 1.0,
"proto": 1.0,
"app_proto": 1.0,
"in_iface": 1.0,
"tags": 1.0,
"flow": 1.0,
"timestamp": 1.0,
"tcp": 1.0,
"action": 1.0,
"mstshash": 1.0,
"data": 1.0,
"protocol": 1.0,
"stream": 1.0,
"direction": 1.0,
"alert": 1.0,
"payload_printable": 1.0,
"payload": 1.0,
"pkt_src": 1.0,
"rdp": 1.0,
"tx_guessed": 1.0,
"tx_id": 1.0,
"ip_rep": 1.0,
"raw_mtu": 1.0,
"link": 1.0,
"reason": 1.0,
"raw_hits": 1.0,
"raw_freq": 1.0,
"uptime": 1.0,
"output": 1.0,
"message": 1.0,
"status": 1.0,
"environ": 1.0,
"level": 1.0,
"session": 1.0,
"msg": 1.0,
"input": 1.0,
"username": 1.0,
"service": 1.0,
"fatt_rdp": 1.0,
"session_duration": 1.0,
"tls": 1.0,
"fatt_tls": 1.0,
"http": 1.0,
"downloads": 1.0,
"end_time": 1.0,
"start_time": 1.0,
"proxy_connection": 1.0,
"operation_mode": 1.0,
"download_count": 1.0,
"download_tries": 1.0,
"is_virtual": 1.0,
"attack_connection": 1.0,
"fatt_ssh": 1.0,
"ssh": 1.0,
"app": 1.0,
"lang": 1.0,
"fileinfo": 1.0,
"client": 1.0,
"password": 1.0,
"files": 1.0,
"anomaly": 1.0,
"request.protocol": 1.0,
"request.userAgent": 1.0,
"request.headers.sortedSha256": 1.0,
"response.headers.Server": 1.0,
"response.metadata.model": 1.0,
"request.body": 1.0,
"request.headers.Content-Disposition": 1.0,
"hostname": 1.0,
"response.metadata.generationSource": 1.0,
"request.method": 1.0,
"response.metadata.temperature": 1.0,
"request.bodySha256": 1.0,
"sensorName": 1.0,
"request.headers.sorted": 1.0,
"request.headers.User-Agent": 1.0,
"response.metadata.provider": 1.0,
"request.headers.Connection": 1.0,
"response.headers.Content-Type": 1.0,
"request.requestURI": 1.0,
"request.headers.Accept": 1.0,
"response.body": 1.0,
"request.headers.Upgrade-Insecure-Requests": 1.0,
"request.headers.X-Csrf-Token": 1.0,
"fatt_http": 1.0,
"request": 1.0,
"response": 1.0,
"public_ip": 1.0,
"data_type": 1.0,
"id": 1.0,
"sensorid": 1.0,
"app_proto_tc": 1.0,
"client_version": 1.0,
"smb": 1.0,
"request.headers.Forwarded": 1.0,
"request.headers.From": 1.0,
"request.headers.Cookie": 1.0,
"request.headers.Origin": 1.0,
"request.headers.Referer": 1.0,
"request.headers.Max-Forwards": 1.0,
"request.headers.Pragma": 1.0,
"smtp": 1.0,
"request.headers.Proxy-Authorization": 1.0,
"request.headers.Accept-Language": 1.0,
"request.headers.Accept-Encoding": 1.0,
"request.headers.Range": 1.0,
"request.headers.X-Requested-With": 1.0,
"ftp": 1.0,
"request.headers.Username": 1.0,
"request.headers.Accept-Charset": 1.0,
"request.headers.Accept-Datetime": 1.0,
"request.headers.Content-Length": 1.0,
"request.headers.Date": 1.0,
"request.headers.X-Api-Version": 1.0,
"request.headers.X-Csrftoken": 1.0,
"request.headers.Access-Control-Request-Headers": 1.0,
"request.headers.X-Xsrf-Token": 1.0,
"request.headers.Warning": 1.0,
"request.headers.Authorization": 1.0,
"request.headers.X-Proxyuser-Ip": 1.0,
"request.headers.Te": 1.0,
"request.headers.Hostname": 1.0,
"request.headers.Dnt": 1.0,
"request.headers.Ipaddress": 1.0,
"app_proto_ts": 1.0,
"request.headers.Access-Control-Request-Method": 1.0,
"request.headers.Content-Type": 1.0,
"icmp_type": 1.0,
"icmp_code": 1.0,
"request.headers.Ip": 1.0,
"request.headers.Content-Encoding": 1.0,
"request.headers.X-Amz-Target": 1.0,
"request.headers.X-Amz-Date": 1.0,
"request.headers.Qualys-Scan": 1.0,
"commands": 1.0
},
"uniqueness": {
"raw_sig": 0.006726664816503456,
"src_port": 0.1153708916465131,
"dest_port": 0.021607263212147645,
"honeypot_hostname": 0.003951420000264309,
"type": 0.0001189390635531063,
"dest_ip": 9.250816054130489e-05,
"src_ip": 0.033739047694564483,
"dist": 0.00040967899668292165,
"subject": 3.96463545177021e-05,
"host": 0.003951420000264309,
"honeypot_ip_ext": 1.3215451505900699e-05,
"honeypot_ip_int": 0.5874928966948155,
"geoip_ext": 0.00010572361204720559,
"mod": 0.0001189390635531063,
"os": 0.0001718008695767091,
"geoip": 0.0396992163237257,
"@timestamp": 0.33711295246402095,
"params": 9.250816054130489e-05,
"@version": 1.3215451505900699e-05,
"mitre_techniques": 1.3215451505900699e-05,
"attack_vectors": 1.3215451505900699e-05,
"mitre_tactic": 1.3215451505900699e-05,
"mitre_technique": 1.3215451505900699e-05,
"confidence_score": 1.3215451505900699e-05,
"is_malicious": 1.3215451505900699e-05,
"severity": 1.3215451505900699e-05,
"primary_label": 2.6430903011801398e-05,
"metadata": 0.00056826441475373,
"flow_id": 0.12314157713198272,
"event_type": 0.00018501632108260978,
"proto": 3.96463545177021e-05,
"app_proto": 0.000132154515059007,
"in_iface": 2.6430903011801398e-05,
"tags": 1.3215451505900699e-05,
"flow": 0.22828370931292868,
"timestamp": 0.4352905417013572,
"tcp": 0.002550582140638835,
"action": 6.60772575295035e-05,
"mstshash": 2.6430903011801398e-05,
"data": 0.0003171708361416168,
"protocol": 0.0001718008695767091,
"stream": 3.96463545177021e-05,
"direction": 3.96463545177021e-05,
"alert": 0.0029338302343099552,
"payload_printable": 0.001625500535225786,
"payload": 0.0016387159867316866,
"pkt_src": 5.2861806023602796e-05,
"rdp": 0.00014536996656490768,
"tx_guessed": 2.6430903011801398e-05,
"tx_id": 6.60772575295035e-05,
"ip_rep": 5.2861806023602796e-05,
"raw_mtu": 0.000264309030118014,
"link": 0.0001189390635531063,
"reason": 0.000264309030118014,
"raw_hits": 0.0013876224081195733,
"raw_freq": 0.004374314448453131,
"uptime": 0.00737422194029259,
"output": 0.001004374314448453,
"message": 0.0014140533111313748,
"status": 2.6430903011801398e-05,
"environ": 1.3215451505900699e-05,
"level": 2.6430903011801398e-05,
"session": 0.00680595752553886,
"msg": 9.250816054130489e-05,
"input": 0.0002775244816239147,
"username": 0.0016122850837198854,
"service": 2.6430903011801398e-05,
"fatt_rdp": 3.96463545177021e-05,
"session_duration": 1.3215451505900699e-05,
"tls": 0.00033038628764751746,
"fatt_tls": 0.00046254080270652446,
"http": 0.0015726387292021831,
"downloads": 2.6430903011801398e-05,
"end_time": 0.006224477659279229,
"start_time": 0.0053522578598897835,
"proxy_connection": 0.0001189390635531063,
"operation_mode": 2.6430903011801398e-05,
"download_count": 2.6430903011801398e-05,
"download_tries": 2.6430903011801398e-05,
"is_virtual": 2.6430903011801398e-05,
"attack_connection": 0.0027355984617214446,
"fatt_ssh": 0.0003436017391534182,
"ssh": 0.00040967899668292165,
"app": 3.96463545177021e-05,
"lang": 5.2861806023602796e-05,
"fileinfo": 0.0001718008695767091,
"client": 9.250816054130489e-05,
"password": 0.0021276876924500128,
"files": 0.00014536996656490768,
"anomaly": 0.00014536996656490768,
"request.protocol": 2.6430903011801398e-05,
"request.userAgent": 0.000132154515059007,
"request.headers.sortedSha256": 0.0006211262207773329,
"response.headers.Server": 3.96463545177021e-05,
"response.metadata.model": 2.6430903011801398e-05,
"request.body": 5.2861806023602796e-05,
"request.headers.Content-Disposition": 5.2861806023602796e-05,
"hostname": 6.60772575295035e-05,
"response.metadata.generationSource": 3.96463545177021e-05,
"request.method": 3.96463545177021e-05,
"response.metadata.temperature": 2.6430903011801398e-05,
"request.bodySha256": 6.60772575295035e-05,
"sensorName": 6.60772575295035e-05,
"request.headers.sorted": 0.0006079107692714322,
"request.headers.User-Agent": 0.000132154515059007,
"response.metadata.provider": 2.6430903011801398e-05,
"request.headers.Connection": 5.2861806023602796e-05,
"response.headers.Content-Type": 3.96463545177021e-05,
"request.requestURI": 3.96463545177021e-05,
"request.headers.Accept": 5.2861806023602796e-05,
"response.body": 3.96463545177021e-05,
"request.headers.Upgrade-Insecure-Requests": 5.2861806023602796e-05,
"request.headers.X-Csrf-Token": 6.60772575295035e-05,
"fatt_http": 0.0001189390635531063,
"request": 1.3215451505900699e-05,
"response": 1.3215451505900699e-05,
"public_ip": 2.6430903011801398e-05,
"data_type": 3.96463545177021e-05,
"id": 0.0001189390635531063,
"sensorid": 2.6430903011801398e-05,
"app_proto_tc": 5.2861806023602796e-05,
"client_version": 2.6430903011801398e-05,
"smb": 0.00046254080270652446,
"request.headers.Forwarded": 5.2861806023602796e-05,
"request.headers.From": 3.96463545177021e-05,
"request.headers.Cookie": 5.2861806023602796e-05,
"request.headers.Origin": 3.96463545177021e-05,
"request.headers.Referer": 5.2861806023602796e-05,
"request.headers.Max-Forwards": 5.2861806023602796e-05,
"request.headers.Pragma": 3.96463545177021e-05,
"smtp": 3.96463545177021e-05,
"request.headers.Proxy-Authorization": 5.2861806023602796e-05,
"request.headers.Accept-Language": 6.60772575295035e-05,
"request.headers.Accept-Encoding": 9.250816054130489e-05,
"request.headers.Range": 5.2861806023602796e-05,
"request.headers.X-Requested-With": 5.2861806023602796e-05,
"ftp": 5.2861806023602796e-05,
"request.headers.Username": 3.96463545177021e-05,
"request.headers.Accept-Charset": 3.96463545177021e-05,
"request.headers.Accept-Datetime": 3.96463545177021e-05,
"request.headers.Content-Length": 3.96463545177021e-05,
"request.headers.Date": 3.96463545177021e-05,
"request.headers.X-Api-Version": 5.2861806023602796e-05,
"request.headers.X-Csrftoken": 3.96463545177021e-05,
"request.headers.Access-Control-Request-Headers": 3.96463545177021e-05,
"request.headers.X-Xsrf-Token": 5.2861806023602796e-05,
"request.headers.Warning": 2.6430903011801398e-05,
"request.headers.Authorization": 2.6430903011801398e-05,
"request.headers.X-Proxyuser-Ip": 3.96463545177021e-05,
"request.headers.Te": 2.6430903011801398e-05,
"request.headers.Hostname": 3.96463545177021e-05,
"request.headers.Dnt": 2.6430903011801398e-05,
"request.headers.Ipaddress": 3.96463545177021e-05,
"app_proto_ts": 2.6430903011801398e-05,
"request.headers.Access-Control-Request-Method": 2.6430903011801398e-05,
"request.headers.Content-Type": 5.2861806023602796e-05,
"icmp_type": 2.6430903011801398e-05,
"icmp_code": 2.6430903011801398e-05,
"request.headers.Ip": 3.96463545177021e-05,
"request.headers.Content-Encoding": 3.96463545177021e-05,
"request.headers.X-Amz-Target": 3.96463545177021e-05,
"request.headers.X-Amz-Date": 3.96463545177021e-05,
"request.headers.Qualys-Scan": 2.6430903011801398e-05,
"commands": 1.3215451505900699e-05
}
}
}