Datasets:
instance_id stringlengths 62 76 | benchmark_name stringclasses 1
value | benchmark_version stringclasses 1
value | dataset stringclasses 1
value | task_type stringclasses 1
value | prompt stringclasses 7
values | answer_schema dict | input_jsonl stringlengths 1.54M 2.29M | input_artifact dict | evaluation dict | reasoning_family stringclasses 7
values | difficulty_tags listlengths 5 5 | candidate_count int64 2 74 | distractor_count int64 17 868 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
flaws_cloudtrail.objective_hard_v3.apigateway_restapi_event_profile.000 | CybersecJSONSchemaBench | 3.0.0-cloudtrail-objective-hard | flaws_cloudtrail | multi_hop_record_answer | "Group API Gateway records by principal ARN and requestParameters.restApiId, using *account-scope* w(...TRUNCATED) | {"$schema":"https://json-schema.org/draft/2020-12/schema","$id":"https://jsonsecuritybench.local/sch(...TRUNCATED) | "{\"benchmark_source\": \"flaws_cloudtrail\", \"source_file\": \"flaws_cloudtrail_logs/flaws_cloudtr(...TRUNCATED) | {"path":"artifacts/cybersec_jsonschemabench_demo/raw/flaws_cloudtrail_logs.tar","record_count":880,"(...TRUNCATED) | {"primary_metric":"schema_validity_gated_ordered_id_exact","score_fields":["answer_record_ids"],"fie(...TRUNCATED) | apigateway_restapi_event_profile | ["apigateway","request_parameter_join","error_reasoning","objective_tiebreaks","long_context_880_rec(...TRUNCATED) | 3 | 350 |
flaws_cloudtrail.objective_hard_v3.apigateway_restapi_event_profile.001 | CybersecJSONSchemaBench | 3.0.0-cloudtrail-objective-hard | flaws_cloudtrail | multi_hop_record_answer | "Group API Gateway records by principal ARN and requestParameters.restApiId, using *account-scope* w(...TRUNCATED) | {"$schema":"https://json-schema.org/draft/2020-12/schema","$id":"https://jsonsecuritybench.local/sch(...TRUNCATED) | "{\"benchmark_source\": \"flaws_cloudtrail\", \"source_file\": \"flaws_cloudtrail_logs/flaws_cloudtr(...TRUNCATED) | {"path":"artifacts/cybersec_jsonschemabench_demo/raw/flaws_cloudtrail_logs.tar","record_count":880,"(...TRUNCATED) | {"primary_metric":"schema_validity_gated_ordered_id_exact","score_fields":["answer_record_ids"],"fie(...TRUNCATED) | apigateway_restapi_event_profile | ["apigateway","request_parameter_join","error_reasoning","objective_tiebreaks","long_context_880_rec(...TRUNCATED) | 3 | 317 |
flaws_cloudtrail.objective_hard_v3.apigateway_restapi_event_profile.002 | CybersecJSONSchemaBench | 3.0.0-cloudtrail-objective-hard | flaws_cloudtrail | multi_hop_record_answer | "Group API Gateway records by principal ARN and requestParameters.restApiId, using *account-scope* w(...TRUNCATED) | {"$schema":"https://json-schema.org/draft/2020-12/schema","$id":"https://jsonsecuritybench.local/sch(...TRUNCATED) | "{\"benchmark_source\": \"flaws_cloudtrail\", \"source_file\": \"flaws_cloudtrail_logs/flaws_cloudtr(...TRUNCATED) | {"path":"artifacts/cybersec_jsonschemabench_demo/raw/flaws_cloudtrail_logs.tar","record_count":880,"(...TRUNCATED) | {"primary_metric":"schema_validity_gated_ordered_id_exact","score_fields":["answer_record_ids"],"fie(...TRUNCATED) | apigateway_restapi_event_profile | ["apigateway","request_parameter_join","error_reasoning","objective_tiebreaks","long_context_880_rec(...TRUNCATED) | 3 | 39 |
flaws_cloudtrail.objective_hard_v3.apigateway_restapi_event_profile.003 | CybersecJSONSchemaBench | 3.0.0-cloudtrail-objective-hard | flaws_cloudtrail | multi_hop_record_answer | "Group API Gateway records by principal ARN and requestParameters.restApiId, using *account-scope* w(...TRUNCATED) | {"$schema":"https://json-schema.org/draft/2020-12/schema","$id":"https://jsonsecuritybench.local/sch(...TRUNCATED) | "{\"benchmark_source\": \"flaws_cloudtrail\", \"source_file\": \"flaws_cloudtrail_logs/flaws_cloudtr(...TRUNCATED) | {"path":"artifacts/cybersec_jsonschemabench_demo/raw/flaws_cloudtrail_logs.tar","record_count":880,"(...TRUNCATED) | {"primary_metric":"schema_validity_gated_ordered_id_exact","score_fields":["answer_record_ids"],"fie(...TRUNCATED) | apigateway_restapi_event_profile | ["apigateway","request_parameter_join","error_reasoning","objective_tiebreaks","long_context_880_rec(...TRUNCATED) | 3 | 30 |
flaws_cloudtrail.objective_hard_v3.apigateway_restapi_event_profile.004 | CybersecJSONSchemaBench | 3.0.0-cloudtrail-objective-hard | flaws_cloudtrail | multi_hop_record_answer | "Group API Gateway records by principal ARN and requestParameters.restApiId, using *account-scope* w(...TRUNCATED) | {"$schema":"https://json-schema.org/draft/2020-12/schema","$id":"https://jsonsecuritybench.local/sch(...TRUNCATED) | "{\"benchmark_source\": \"flaws_cloudtrail\", \"source_file\": \"flaws_cloudtrail_logs/flaws_cloudtr(...TRUNCATED) | {"path":"artifacts/cybersec_jsonschemabench_demo/raw/flaws_cloudtrail_logs.tar","record_count":880,"(...TRUNCATED) | {"primary_metric":"schema_validity_gated_ordered_id_exact","score_fields":["answer_record_ids"],"fie(...TRUNCATED) | apigateway_restapi_event_profile | ["apigateway","request_parameter_join","error_reasoning","objective_tiebreaks","long_context_880_rec(...TRUNCATED) | 3 | 27 |
flaws_cloudtrail.objective_hard_v3.apigateway_restapi_event_profile.005 | CybersecJSONSchemaBench | 3.0.0-cloudtrail-objective-hard | flaws_cloudtrail | multi_hop_record_answer | "Group API Gateway records by principal ARN and requestParameters.restApiId, using *account-scope* w(...TRUNCATED) | {"$schema":"https://json-schema.org/draft/2020-12/schema","$id":"https://jsonsecuritybench.local/sch(...TRUNCATED) | "{\"benchmark_source\": \"flaws_cloudtrail\", \"source_file\": \"flaws_cloudtrail_logs/flaws_cloudtr(...TRUNCATED) | {"path":"artifacts/cybersec_jsonschemabench_demo/raw/flaws_cloudtrail_logs.tar","record_count":880,"(...TRUNCATED) | {"primary_metric":"schema_validity_gated_ordered_id_exact","score_fields":["answer_record_ids"],"fie(...TRUNCATED) | apigateway_restapi_event_profile | ["apigateway","request_parameter_join","error_reasoning","objective_tiebreaks","long_context_880_rec(...TRUNCATED) | 2 | 258 |
flaws_cloudtrail.objective_hard_v3.apigateway_restapi_event_profile.006 | CybersecJSONSchemaBench | 3.0.0-cloudtrail-objective-hard | flaws_cloudtrail | multi_hop_record_answer | "Group API Gateway records by principal ARN and requestParameters.restApiId, using *account-scope* w(...TRUNCATED) | {"$schema":"https://json-schema.org/draft/2020-12/schema","$id":"https://jsonsecuritybench.local/sch(...TRUNCATED) | "{\"benchmark_source\": \"flaws_cloudtrail\", \"source_file\": \"flaws_cloudtrail_logs/flaws_cloudtr(...TRUNCATED) | {"path":"artifacts/cybersec_jsonschemabench_demo/raw/flaws_cloudtrail_logs.tar","record_count":880,"(...TRUNCATED) | {"primary_metric":"schema_validity_gated_ordered_id_exact","score_fields":["answer_record_ids"],"fie(...TRUNCATED) | apigateway_restapi_event_profile | ["apigateway","request_parameter_join","error_reasoning","objective_tiebreaks","long_context_880_rec(...TRUNCATED) | 2 | 59 |
flaws_cloudtrail.objective_hard_v3.apigateway_restapi_event_profile.007 | CybersecJSONSchemaBench | 3.0.0-cloudtrail-objective-hard | flaws_cloudtrail | multi_hop_record_answer | "Group API Gateway records by principal ARN and requestParameters.restApiId, using *account-scope* w(...TRUNCATED) | {"$schema":"https://json-schema.org/draft/2020-12/schema","$id":"https://jsonsecuritybench.local/sch(...TRUNCATED) | "{\"benchmark_source\": \"flaws_cloudtrail\", \"source_file\": \"flaws_cloudtrail_logs/flaws_cloudtr(...TRUNCATED) | {"path":"artifacts/cybersec_jsonschemabench_demo/raw/flaws_cloudtrail_logs.tar","record_count":880,"(...TRUNCATED) | {"primary_metric":"schema_validity_gated_ordered_id_exact","score_fields":["answer_record_ids"],"fie(...TRUNCATED) | apigateway_restapi_event_profile | ["apigateway","request_parameter_join","error_reasoning","objective_tiebreaks","long_context_880_rec(...TRUNCATED) | 2 | 40 |
flaws_cloudtrail.objective_hard_v3.apigateway_restapi_event_profile.008 | CybersecJSONSchemaBench | 3.0.0-cloudtrail-objective-hard | flaws_cloudtrail | multi_hop_record_answer | "Group API Gateway records by principal ARN and requestParameters.restApiId, using *account-scope* w(...TRUNCATED) | {"$schema":"https://json-schema.org/draft/2020-12/schema","$id":"https://jsonsecuritybench.local/sch(...TRUNCATED) | "{\"benchmark_source\": \"flaws_cloudtrail\", \"source_file\": \"flaws_cloudtrail_logs/flaws_cloudtr(...TRUNCATED) | {"path":"artifacts/cybersec_jsonschemabench_demo/raw/flaws_cloudtrail_logs.tar","record_count":880,"(...TRUNCATED) | {"primary_metric":"schema_validity_gated_ordered_id_exact","score_fields":["answer_record_ids"],"fie(...TRUNCATED) | apigateway_restapi_event_profile | ["apigateway","request_parameter_join","error_reasoning","objective_tiebreaks","long_context_880_rec(...TRUNCATED) | 2 | 33 |
flaws_cloudtrail.objective_hard_v3.apigateway_restapi_event_profile.009 | CybersecJSONSchemaBench | 3.0.0-cloudtrail-objective-hard | flaws_cloudtrail | multi_hop_record_answer | "Group API Gateway records by principal ARN and requestParameters.restApiId, using *account-scope* w(...TRUNCATED) | {"$schema":"https://json-schema.org/draft/2020-12/schema","$id":"https://jsonsecuritybench.local/sch(...TRUNCATED) | "{\"benchmark_source\": \"flaws_cloudtrail\", \"source_file\": \"flaws_cloudtrail_logs/flaws_cloudtr(...TRUNCATED) | {"path":"artifacts/cybersec_jsonschemabench_demo/raw/flaws_cloudtrail_logs.tar","record_count":880,"(...TRUNCATED) | {"primary_metric":"schema_validity_gated_ordered_id_exact","score_fields":["answer_record_ids"],"fie(...TRUNCATED) | apigateway_restapi_event_profile | ["apigateway","request_parameter_join","error_reasoning","objective_tiebreaks","long_context_880_rec(...TRUNCATED) | 2 | 28 |
End of preview. Expand in Data Studio
CybersecJSONSchemaBench CloudTrail Objective Hard v3
This is a 100-problem objective long-context cybersecurity reasoning subset built from the full flAWS CloudTrail corpus.
Each row contains an objective query prompt, a large CloudTrail JSONL context, and the JSON schema the answer must match. Gold answers are deterministic query results over the serialized slice and are not included in this public export.
Families
apigateway_restapi_event_profile: 10ec2_runinstances_error_ladder: 20iam_recon_before_mutation: 5principal_event_region_fanout: 20request_parameter_cross_event_profile: 15s3_bucket_event_profile: 20sts_credential_service_fanout: 10
Columns
instance_id: Stable problem identifier.prompt: Objective query with ranking and tie-break rules.answer_schema: JSON schema for the expected answer.input_jsonl: Serialized CloudTrail records for the problem context.evaluation: Scoring metadata.reasoning_family: Query family.difficulty_tags: Intended reasoning requirements.candidate_count: Number of competing candidates under the query.distractor_count: Candidate-related records not in the gold answer.
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