Datasets:

avernaut
/

verified-autonomy-scenarios

scenario_id stringlengths 8 8	environment stringclasses 5 values	threat stringclasses 10 values	mitre_attack stringclasses 9 values	proposed_action stringclasses 8 values	V1_authorization bool 2 classes	V2_target bool 2 classes	V3_reachability bool 2 classes	V4_availability bool 2 classes	V5_blast_radius bool 2 classes	V6_effectiveness bool 2 classes	verified bool 2 classes	failed_gates stringclasses 30 values	decision stringclasses 2 values	synthetic bool 1 class
VAS-0139	ot	data_exfiltration	T1041	rate_limit_attacker	true	true	true	true	true	true	true		VERIFIED	true
VAS-0288	iot	credential_stuffing	T1110	revoke_session	true	true	true	true	true	false	false	V6_effectiveness	REJECTED	true
VAS-0245	ot	command_and_control	T1071	disable_service	true	true	false	true	true	true	false	V3_reachability	REJECTED	true
VAS-0339	iot	privilege_escalation	T1068	terminate_workload	true	true	true	false	true	true	false	V4_availability	REJECTED	true
VAS-0172	iot	web_exploitation	T1190	block_single_ip	true	true	true	true	true	true	true		VERIFIED	true
VAS-0205	iot	malware_execution	T1204	isolate_host	true	true	false	true	false	true	false	V3_reachability,V5_blast_radius	REJECTED	true
VAS-0098	cloud	credential_brute_force	T1110	revoke_session	true	false	true	true	true	true	false	V2_target	REJECTED	true
VAS-0347	hybrid	credential_stuffing	T1110	revoke_session	true	true	true	true	false	true	false	V5_blast_radius	REJECTED	true
VAS-0198	edge	port_scanning	T1046	terminate_workload	true	true	true	false	true	true	false	V4_availability	REJECTED	true
VAS-0149	hybrid	privilege_escalation	T1068	reroute_traffic	true	true	true	true	false	true	false	V5_blast_radius	REJECTED	true
VAS-0038	hybrid	port_scanning	T1046	disable_service	true	true	false	true	true	true	false	V3_reachability	REJECTED	true
VAS-0214	iot	data_exfiltration	T1041	reroute_traffic	true	true	true	true	true	true	true		VERIFIED	true
VAS-0200	cloud	data_exfiltration	T1041	isolate_host	true	true	false	true	true	true	false	V3_reachability	REJECTED	true
VAS-0291	cloud	port_scanning	T1046	terminate_workload	false	true	true	true	true	false	false	V1_authorization,V6_effectiveness	REJECTED	true
VAS-0351	iot	malware_execution	T1204	reroute_traffic	true	true	true	false	true	true	false	V4_availability	REJECTED	true
VAS-0277	hybrid	credential_brute_force	T1110	block_subnet	true	true	false	true	false	true	false	V3_reachability,V5_blast_radius	REJECTED	true
VAS-0022	cloud	command_and_control	T1071	rate_limit_attacker	true	true	true	false	true	true	false	V4_availability	REJECTED	true
VAS-0188	cloud	web_exploitation	T1190	disable_service	true	true	true	true	true	true	true		VERIFIED	true
VAS-0191	iot	malware_execution	T1204	revoke_session	true	true	true	true	true	true	true		VERIFIED	true
VAS-0301	ot	web_exploitation	T1190	revoke_session	true	true	false	true	true	false	false	V3_reachability,V6_effectiveness	REJECTED	true
VAS-0203	iot	malware_execution	T1204	terminate_workload	true	true	true	false	true	true	false	V4_availability	REJECTED	true
VAS-0002	hybrid	privilege_escalation	T1068	rate_limit_attacker	true	true	true	true	true	false	false	V6_effectiveness	REJECTED	true
VAS-0087	edge	privilege_escalation	T1068	reroute_traffic	true	true	true	true	true	true	true		VERIFIED	true
VAS-0209	cloud	malware_execution	T1204	isolate_host	true	true	true	false	true	true	false	V4_availability	REJECTED	true
VAS-0284	ot	dns_tunneling	T1071.004	block_subnet	true	true	false	true	true	true	false	V3_reachability	REJECTED	true
VAS-0210	iot	web_exploitation	T1190	block_subnet	true	true	true	true	true	true	true		VERIFIED	true
VAS-0329	edge	data_exfiltration	T1041	disable_service	true	true	true	false	true	true	false	V4_availability	REJECTED	true
VAS-0015	edge	lateral_movement	T1021	block_subnet	false	true	true	true	true	true	false	V1_authorization	REJECTED	true
VAS-0332	iot	port_scanning	T1046	terminate_workload	true	true	true	false	true	true	false	V4_availability	REJECTED	true
VAS-0360	iot	command_and_control	T1071	revoke_session	true	true	true	true	true	false	false	V6_effectiveness	REJECTED	true
VAS-0121	ot	dns_tunneling	T1071.004	rate_limit_attacker	true	true	true	true	true	true	true		VERIFIED	true
VAS-0367	ot	privilege_escalation	T1068	isolate_host	true	true	true	true	true	true	true		VERIFIED	true
VAS-0176	hybrid	data_exfiltration	T1041	terminate_workload	true	false	true	true	true	false	false	V2_target,V6_effectiveness	REJECTED	true
VAS-0259	cloud	web_exploitation	T1190	terminate_workload	true	true	true	true	true	true	true		VERIFIED	true
VAS-0068	ot	data_exfiltration	T1041	disable_service	true	true	true	true	true	true	true		VERIFIED	true
VAS-0342	ot	dns_tunneling	T1071.004	isolate_host	true	false	false	true	true	true	false	V2_target,V3_reachability	REJECTED	true
VAS-0130	iot	credential_stuffing	T1110	block_subnet	true	false	false	true	true	true	false	V2_target,V3_reachability	REJECTED	true
VAS-0067	hybrid	credential_brute_force	T1110	block_single_ip	true	true	true	true	true	true	true		VERIFIED	true
VAS-0299	hybrid	command_and_control	T1071	terminate_workload	true	true	true	true	true	true	true		VERIFIED	true
VAS-0079	iot	command_and_control	T1071	block_subnet	true	true	true	true	true	true	true		VERIFIED	true
VAS-0161	hybrid	privilege_escalation	T1068	block_subnet	true	true	false	true	false	true	false	V3_reachability,V5_blast_radius	REJECTED	true
VAS-0116	ot	credential_brute_force	T1110	isolate_host	false	true	true	true	false	true	false	V1_authorization,V5_blast_radius	REJECTED	true
VAS-0031	cloud	privilege_escalation	T1068	reroute_traffic	true	true	true	true	true	true	true		VERIFIED	true
VAS-0243	cloud	credential_stuffing	T1110	revoke_session	true	false	true	true	true	true	false	V2_target	REJECTED	true
VAS-0034	cloud	command_and_control	T1071	revoke_session	true	true	false	true	true	true	false	V3_reachability	REJECTED	true
VAS-0032	hybrid	credential_stuffing	T1110	rate_limit_attacker	true	true	true	true	true	true	true		VERIFIED	true
VAS-0040	ot	command_and_control	T1071	block_single_ip	true	true	true	false	true	true	false	V4_availability	REJECTED	true
VAS-0078	hybrid	privilege_escalation	T1068	block_subnet	true	true	false	true	true	false	false	V3_reachability,V6_effectiveness	REJECTED	true
VAS-0303	ot	dns_tunneling	T1071.004	revoke_session	true	false	true	true	true	true	false	V2_target	REJECTED	true
VAS-0097	edge	port_scanning	T1046	reroute_traffic	true	true	true	true	true	true	true		VERIFIED	true
VAS-0171	edge	lateral_movement	T1021	block_single_ip	true	true	true	true	true	true	true		VERIFIED	true
VAS-0051	iot	malware_execution	T1204	reroute_traffic	true	true	true	true	true	true	true		VERIFIED	true
VAS-0379	cloud	port_scanning	T1046	terminate_workload	true	true	true	true	true	true	true		VERIFIED	true
VAS-0225	edge	credential_stuffing	T1110	block_single_ip	true	true	true	true	true	true	true		VERIFIED	true
VAS-0195	iot	privilege_escalation	T1068	rate_limit_attacker	true	false	true	true	true	true	false	V2_target	REJECTED	true
VAS-0340	hybrid	data_exfiltration	T1041	block_subnet	true	true	true	true	true	true	true		VERIFIED	true
VAS-0376	cloud	dns_tunneling	T1071.004	block_single_ip	true	true	true	true	true	true	true		VERIFIED	true
VAS-0104	ot	malware_execution	T1204	disable_service	true	true	true	true	true	true	true		VERIFIED	true
VAS-0162	edge	malware_execution	T1204	rate_limit_attacker	false	true	true	true	true	false	false	V1_authorization,V6_effectiveness	REJECTED	true
VAS-0143	iot	lateral_movement	T1021	disable_service	true	true	true	true	true	true	true		VERIFIED	true
VAS-0088	hybrid	web_exploitation	T1190	terminate_workload	true	true	true	false	true	true	false	V4_availability	REJECTED	true
VAS-0107	iot	web_exploitation	T1190	block_subnet	true	true	true	true	true	true	true		VERIFIED	true
VAS-0341	hybrid	lateral_movement	T1021	disable_service	true	true	true	false	true	true	false	V4_availability	REJECTED	true
VAS-0304	iot	command_and_control	T1071	reroute_traffic	true	true	true	true	true	true	true		VERIFIED	true
VAS-0252	cloud	dns_tunneling	T1071.004	isolate_host	true	true	true	true	false	false	false	V5_blast_radius,V6_effectiveness	REJECTED	true
VAS-0212	edge	port_scanning	T1046	isolate_host	true	true	true	true	true	true	true		VERIFIED	true
VAS-0211	hybrid	command_and_control	T1071	reroute_traffic	true	true	true	true	true	true	true		VERIFIED	true
VAS-0085	cloud	lateral_movement	T1021	revoke_session	false	true	true	true	true	true	false	V1_authorization	REJECTED	true
VAS-0321	ot	credential_brute_force	T1110	rate_limit_attacker	true	true	true	true	true	true	true		VERIFIED	true
VAS-0324	ot	lateral_movement	T1021	revoke_session	true	true	true	true	true	true	true		VERIFIED	true
VAS-0055	iot	malware_execution	T1204	isolate_host	true	true	true	false	true	true	false	V4_availability	REJECTED	true
VAS-0021	hybrid	dns_tunneling	T1071.004	terminate_workload	false	true	true	true	true	false	false	V1_authorization,V6_effectiveness	REJECTED	true
VAS-0135	edge	dns_tunneling	T1071.004	isolate_host	true	true	false	true	true	true	false	V3_reachability	REJECTED	true
VAS-0110	ot	data_exfiltration	T1041	rate_limit_attacker	true	true	false	true	false	true	false	V3_reachability,V5_blast_radius	REJECTED	true
VAS-0081	hybrid	privilege_escalation	T1068	isolate_host	true	true	true	true	false	true	false	V5_blast_radius	REJECTED	true
VAS-0366	edge	web_exploitation	T1190	terminate_workload	true	true	true	true	true	true	true		VERIFIED	true
VAS-0059	edge	credential_stuffing	T1110	revoke_session	true	false	true	true	true	true	false	V2_target	REJECTED	true
VAS-0153	hybrid	port_scanning	T1046	block_subnet	true	true	true	true	true	true	true		VERIFIED	true
VAS-0026	edge	command_and_control	T1071	isolate_host	true	true	true	true	true	true	true		VERIFIED	true
VAS-0011	edge	malware_execution	T1204	block_single_ip	true	true	true	true	true	true	true		VERIFIED	true
VAS-0193	ot	dns_tunneling	T1071.004	block_single_ip	true	true	true	true	false	false	false	V5_blast_radius,V6_effectiveness	REJECTED	true
VAS-0018	iot	credential_stuffing	T1110	reroute_traffic	true	true	true	true	true	false	false	V6_effectiveness	REJECTED	true
VAS-0175	cloud	credential_brute_force	T1110	rate_limit_attacker	true	true	true	true	true	true	true		VERIFIED	true
VAS-0125	edge	data_exfiltration	T1041	reroute_traffic	true	true	true	true	true	true	true		VERIFIED	true
VAS-0182	iot	dns_tunneling	T1071.004	reroute_traffic	true	true	true	true	true	true	true		VERIFIED	true
VAS-0248	iot	lateral_movement	T1021	reroute_traffic	true	true	false	true	true	true	false	V3_reachability	REJECTED	true
VAS-0156	ot	data_exfiltration	T1041	terminate_workload	true	true	false	true	true	true	false	V3_reachability	REJECTED	true
VAS-0313	ot	credential_brute_force	T1110	block_single_ip	true	true	true	true	true	false	false	V6_effectiveness	REJECTED	true
VAS-0066	iot	lateral_movement	T1021	terminate_workload	true	true	true	false	true	false	false	V4_availability,V6_effectiveness	REJECTED	true
VAS-0216	hybrid	command_and_control	T1071	isolate_host	true	true	true	true	true	true	true		VERIFIED	true
VAS-0138	iot	lateral_movement	T1021	block_single_ip	true	true	true	true	true	true	true		VERIFIED	true
VAS-0219	hybrid	lateral_movement	T1021	disable_service	true	true	true	true	true	true	true		VERIFIED	true
VAS-0082	ot	data_exfiltration	T1041	rate_limit_attacker	false	true	true	true	true	true	false	V1_authorization	REJECTED	true
VAS-0006	ot	dns_tunneling	T1071.004	isolate_host	true	false	true	true	true	true	false	V2_target	REJECTED	true
VAS-0281	cloud	credential_brute_force	T1110	block_subnet	true	true	false	true	false	true	false	V3_reachability,V5_blast_radius	REJECTED	true
VAS-0046	hybrid	malware_execution	T1204	revoke_session	false	false	true	true	true	true	false	V1_authorization,V2_target	REJECTED	true
VAS-0283	ot	privilege_escalation	T1068	disable_service	true	true	false	true	true	true	false	V3_reachability	REJECTED	true
VAS-0266	iot	credential_brute_force	T1110	disable_service	true	true	false	true	true	true	false	V3_reachability	REJECTED	true
VAS-0316	hybrid	lateral_movement	T1021	revoke_session	true	true	true	true	true	true	true		VERIFIED	true
VAS-0077	cloud	port_scanning	T1046	revoke_session	true	true	true	true	true	true	true		VERIFIED	true

End of preview. Expand in Data Studio

Verified Autonomy Scenarios

A synthetic Avernaut dataset for studying verification-before-enforcement in autonomous cyber defense.

The dataset operationalizes six verification dimensions:

V1 Authorization
V2 Target correctness
V3 Reachability
V4 Availability
V5 Blast radius
V6 Effectiveness

A record is marked VERIFIED only when all required gates pass.

Intended use

This is a research and demonstration dataset for verified autonomy, autonomous-response evaluation, and reproducible experimentation.

Important limitation

The data is synthetic and does not represent measured production incidents. The six-gate schema is a research abstraction and should not be treated as a complete security-control standard.