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The dataset generation failed
Error code: DatasetGenerationError
Exception: TypeError
Message: Couldn't cast array of type
struct<role: string, content: string, tool_calls: list<item: struct<type: string, function: struct<arguments: struct<command: string, path: string, view_range: list<item: int64>, file_text: string, old_str: string, new_str: string, thought: string, timeout: int64, message: string>, name: string>>>>
to
{'role': Value('string'), 'content': Value('string')}
Traceback: Traceback (most recent call last):
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1827, in _prepare_split_single
for key, table in generator:
^^^^^^^^^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 613, in wrapped
for item in generator(*args, **kwargs):
~~~~~~~~~^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 343, in _generate_tables
self._cast_table(pa_table, json_field_paths=json_field_paths),
~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 132, in _cast_table
pa_table = table_cast(pa_table, self.info.features.arrow_schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2378, in table_cast
return cast_table_to_schema(table, schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2312, in cast_table_to_schema
cast_array_to_feature(
~~~~~~~~~~~~~~~~~~~~~^
table[name] if name in table_column_names else pa.array([None] * len(table), type=schema.field(name).type),
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
feature,
^^^^^^^^
)
^
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 1861, in wrapper
return pa.chunked_array([func(chunk, *args, **kwargs) for chunk in array.chunks])
~~~~^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2118, in cast_array_to_feature
casted_array_values = _c(array.values, feature.feature)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 1863, in wrapper
return func(array, *args, **kwargs)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2158, in cast_array_to_feature
raise TypeError(f"Couldn't cast array of type\n{_short_str(array.type)}\nto\n{_short_str(feature)}")
TypeError: Couldn't cast array of type
struct<role: string, content: string, tool_calls: list<item: struct<type: string, function: struct<arguments: struct<command: string, path: string, view_range: list<item: int64>, file_text: string, old_str: string, new_str: string, thought: string, timeout: int64, message: string>, name: string>>>>
to
{'role': Value('string'), 'content': Value('string')}
The above exception was the direct cause of the following exception:
Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1369, in compute_config_parquet_and_info_response
parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
~~~~~~~~~~~~~~~~~~~~~~~~~^
builder, max_dataset_size_bytes=max_dataset_size_bytes
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
)
^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 948, in stream_convert_to_parquet
builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1694, in _prepare_split
for job_id, done, content in self._prepare_split_single(
~~~~~~~~~~~~~~~~~~~~~~~~~~^
gen_kwargs=gen_kwargs, job_id=job_id, **_prepare_split_args
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
):
^
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1879, in _prepare_split_single
raise DatasetGenerationError("An error occurred while generating the dataset") from e
datasets.exceptions.DatasetGenerationError: An error occurred while generating the datasetNeed help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
id string | kind string | source string | task string | provenance string | group string | messages list |
|---|---|---|---|---|---|---|
trendyol-25050 | security_knowledge | Trendyol/Trendyol-Cybersecurity-Instruction-Tuning-Dataset | qa_trendyol | third-party-synthetic | trendyol-25050 | [
{
"role": "system",
"content": "You are a cybersecurity expert. Answer accurately and concisely. If you are not certain, say so instead of guessing."
},
{
"role": "user",
"content": "How would you design PIM activation monitoring for privileged operations?"
},
{
"role": "assistant",
... |
reloading-single-1996 | security_knowledge | reloading0101/threat-intelligence-dataset | cti_ttps-mitre-attack | grounded-third-party | reloading-single-1996 | [
{
"role": "system",
"content": "You are a cybersecurity expert. Answer accurately and concisely. If you are not certain, say so instead of guessing."
},
{
"role": "user",
"content": "Mitigate ATT&CK technique T1593.002 (Search Engines) with appropriate defensive measures.\n\nTechnique: T1593.002... |
fenrir-1194 | security_knowledge | AlicanKiraz0/Cybersecurity-Dataset-Fenrir-v2.1 | qa_fenrir | third-party-synthetic | fenrir-1194 | [
{
"role": "system",
"content": "You are an expert in application security and threat detection. Be accurate; never invent identifiers or facts."
},
{
"role": "user",
"content": "How would you secure the supply chain dependencies involved in Building detection capabilities for cloud cryptojacking... |
cvefixes-CVE-2021-43785-fe54bef1-fix | secure_code_and_rules | hitoshura25/cvefixes | code_fix | authoritative-structured | cvefixes-CVE-2021-43785-fe54bef1 | [
{
"role": "system",
"content": "You are a senior security engineer. Give precise, practical answers grounded in established standards (CWE, CAPEC, MITRE ATT&CK, NVD)."
},
{
"role": "user",
"content": "Fix the security vulnerability in this TypeScript code and explain the change.\n\n```typescript... |
nist-test-200-definition-1756 | security_knowledge | nuhmanpk/cybersecurity-controls-instructions | nist_definition | nist-excerpt | nist-200 | [
{
"role": "system",
"content": "You are SecOpsBot, a cybersecurity controls and incident response assistant. Answer only using information from the provided source excerpt. Be precise, cite control identifiers when the excerpt names them, and be actionable. If the excerpt does not contain the answer, say so... |
trendyol-9025 | security_knowledge | Trendyol/Trendyol-Cybersecurity-Instruction-Tuning-Dataset | qa_trendyol | third-party-synthetic | trendyol-9025 | [
{
"role": "system",
"content": "You are a cybersecurity expert. Answer accurately and concisely. If you are not certain, say so instead of guessing."
},
{
"role": "user",
"content": "How can forensic tools detect Shimcache entries that indicate process hollowing or injection?"
},
{
"role... |
primevul-141123991625202689873010895577354854467-fix | secure_code_and_rules | primevul | code_fix | authoritative-structured | primevul-141123991625202689873010895577354854467 | [
{
"role": "system",
"content": "You are an expert in application security and threat detection. Be accurate; never invent identifiers or facts."
},
{
"role": "user",
"content": "Fix the security vulnerability in this C/C++ function and explain the change.\n\n```c\nsrs_timestamp_check(srs_t *srs,... |
nist-train-98-summary-7522 | security_knowledge | nuhmanpk/cybersecurity-controls-instructions | nist_summary | nist-excerpt | nist-98 | [
{
"role": "system",
"content": "You are SecOpsBot, a cybersecurity controls and incident response assistant. Answer only using information from the provided source excerpt. Be precise, cite control identifiers when the excerpt names them, and be actionable. If the excerpt does not contain the answer, say so... |
nist-validation-149-lifecycle-2186 | security_knowledge | nuhmanpk/cybersecurity-controls-instructions | nist_lifecycle | nist-excerpt | nist-149 | [
{
"role": "system",
"content": "You are SecOpsBot, a cybersecurity controls and incident response assistant. Answer only using information from the provided source excerpt. Be precise, cite control identifiers when the excerpt names them, and be actionable. If the excerpt does not contain the answer, say so... |
sigma-a09ee860-31b3-4586-8a68-0ebd74ce0e5f-explain | security_knowledge | sigmahq/sigma | sigma_explain | authoritative-structured | sigma-a09ee860-31b3-4586-8a68-0ebd74ce0e5f | [
{
"role": "system",
"content": "You are a cybersecurity expert. Answer accurately and concisely. If you are not certain, say so instead of guessing."
},
{
"role": "user",
"content": "Explain what this Sigma rule detects, how it works, and likely false positives.\n\n```yaml\ntitle: Axios NPM Comp... |
cybernative-1616 | secure_code_and_rules | CyberNative/Code_Vulnerability_Security_DPO | secure_code_fix | third-party-synthetic | cybernative-1616 | [
{
"role": "system",
"content": "You are an expert in application security and threat detection. Be accurate; never invent identifiers or facts."
},
{
"role": "user",
"content": "Review this fortran code for security vulnerabilities and fix them.\n\n```fortran\n```fortran\nprogram main\n impli... |
fenrir-74134 | security_knowledge | AlicanKiraz0/Cybersecurity-Dataset-Fenrir-v2.1 | qa_fenrir | third-party-synthetic | fenrir-74134 | [
{
"role": "system",
"content": "You are an expert in application security and threat detection. Be accurate; never invent identifiers or facts."
},
{
"role": "user",
"content": "Why might conventional mitigation techniques fail when addressing Authentication Log Correlation Strategies in hybrid ... |
fenrir-64008 | security_knowledge | AlicanKiraz0/Cybersecurity-Dataset-Fenrir-v2.1 | qa_fenrir | third-party-synthetic | fenrir-64008 | [
{
"role": "system",
"content": "You are an expert in application security and threat detection. Be accurate; never invent identifiers or facts."
},
{
"role": "user",
"content": "How would you socialize the insights derived from Endpoint Telemetry Fusion for Movement Detection to executive stakeh... |
nist-test-188-summary-5297 | security_knowledge | nuhmanpk/cybersecurity-controls-instructions | nist_summary | nist-excerpt | nist-188 | [
{
"role": "system",
"content": "You are SecOpsBot, a cybersecurity controls and incident response assistant. Answer only using information from the provided source excerpt. Be precise, cite control identifiers when the excerpt names them, and be actionable. If the excerpt does not contain the answer, say so... |
cvefixes-CVE-2022-42004-06318358-vuln | vuln_finding | hitoshura25/cvefixes | code_review_vulnerable | authoritative-structured | cvefixes-CVE-2022-42004-06318358 | [
{
"role": "system",
"content": "You are a senior security engineer. Give precise, practical answers grounded in established standards (CWE, CAPEC, MITRE ATT&CK, NVD)."
},
{
"role": "user",
"content": "Review this Java function/code for security vulnerabilities. Name the weakness (CWE) if there i... |
fenrir-81781 | security_knowledge | AlicanKiraz0/Cybersecurity-Dataset-Fenrir-v2.1 | qa_fenrir | third-party-synthetic | fenrir-81781 | [
{
"role": "system",
"content": "You are a senior security engineer. Give precise, practical answers grounded in established standards (CWE, CAPEC, MITRE ATT&CK, NVD)."
},
{
"role": "user",
"content": "Why should Cloud security architecture patterns be embedded in security policy‐as‐code framewor... |
nist-test-79-checklist-4138 | security_knowledge | nuhmanpk/cybersecurity-controls-instructions | nist_checklist | nist-excerpt | nist-79 | [
{
"role": "system",
"content": "You are SecOpsBot, a cybersecurity controls and incident response assistant. Answer only using information from the provided source excerpt. Be precise, cite control identifiers when the excerpt names them, and be actionable. If the excerpt does not contain the answer, say so... |
cvefixes-CVE-2022-1290-4f48b3bb-fix | secure_code_and_rules | hitoshura25/cvefixes | code_fix | authoritative-structured | cvefixes-CVE-2022-1290-4f48b3bb | [
{
"role": "system",
"content": "You are a senior security engineer. Give precise, practical answers grounded in established standards (CWE, CAPEC, MITRE ATT&CK, NVD)."
},
{
"role": "user",
"content": "Fix the security vulnerability in this JavaScript code and explain the change.\n\n```javascript... |
cvefixes-CVE-2020-15139-37ad29dc-vuln | vuln_finding | hitoshura25/cvefixes | code_review_vulnerable | authoritative-structured | cvefixes-CVE-2020-15139-37ad29dc | [
{
"role": "system",
"content": "You are a cybersecurity expert. Answer accurately and concisely. If you are not certain, say so instead of guessing."
},
{
"role": "user",
"content": "Review this JavaScript function/code for security vulnerabilities. Name the weakness (CWE) if there is one and ex... |
reloading-multi-1013 | security_knowledge | reloading0101/threat-intelligence-dataset | cti_incident-response-forensics | grounded-third-party | reloading-multi-1013 | [
{
"role": "system",
"content": "You are an expert in application security and threat detection. Be accurate; never invent identifiers or facts."
},
{
"role": "user",
"content": "Analyze ATT&CK technique T0863 (User Execution) in the context of the enterprise security.\nTechnique: T0863 - User Ex... |
reloading-multi-1061 | security_knowledge | reloading0101/threat-intelligence-dataset | cti_container-security | grounded-third-party | reloading-multi-1061 | [
{
"role": "system",
"content": "You are an expert in application security and threat detection. Be accurate; never invent identifiers or facts."
},
{
"role": "user",
"content": "Explain how T0848 (Rogue Master) manifests in the enterprise and how it is addressed.\nTechnique: T0848 - Rogue Master... |
reloading-single-8799 | security_knowledge | reloading0101/threat-intelligence-dataset | cti_social-engineering-fraud | grounded-third-party | reloading-single-8799 | [
{
"role": "system",
"content": "You are a cybersecurity expert. Answer accurately and concisely. If you are not certain, say so instead of guessing."
},
{
"role": "user",
"content": "Develop a comprehensive incident response plan for the Spearphishing Attachment technique T1598.002 as it appears... |
trendyol-7832 | security_knowledge | Trendyol/Trendyol-Cybersecurity-Instruction-Tuning-Dataset | qa_trendyol | third-party-synthetic | trendyol-7832 | [
{
"role": "system",
"content": "You are an expert in application security and threat detection. Be accurate; never invent identifiers or facts."
},
{
"role": "user",
"content": "How can automated testing detect regression errors in evolving Photonic Computing Security: Optical Network Attack Vec... |
nist-validation-20-checklist-1087 | security_knowledge | nuhmanpk/cybersecurity-controls-instructions | nist_checklist | nist-excerpt | nist-20 | [
{
"role": "system",
"content": "You are SecOpsBot, a cybersecurity controls and incident response assistant. Answer only using information from the provided source excerpt. Be precise, cite control identifiers when the excerpt names them, and be actionable. If the excerpt does not contain the answer, say so... |
rules-860 | secure_code_and_rules | jcordon5/cybersecurity-rules | detection_rule_write | third-party-synthetic | rules-860 | [
{
"role": "system",
"content": "You are a senior security engineer. Give precise, practical answers grounded in established standards (CWE, CAPEC, MITRE ATT&CK, NVD)."
},
{
"role": "user",
"content": "Could you please provide a YARA rule that detects a specific pattern in PE files, where the hex... |
openvul-libgd_10ef1dca_9364_9365_vul | cyber_reasoning | Leopo1d/OpenVul-rejection-sampling | reasoning_vulnerability_detection | reasoning-verified | openvul-libgd_10ef1dca_9364_9365 | [
{
"role": "system",
"content": "You are a vulnerability detection expert specializing in identifying security flaws in C/C++ code, with a focus on Common Weakness Enumeration (CWE) standards. You provide precise, evidence-based analysis without speculation, and clearly label any vulnerabilities you detect."... |
fenrir-66556 | security_knowledge | AlicanKiraz0/Cybersecurity-Dataset-Fenrir-v2.1 | qa_fenrir | third-party-synthetic | fenrir-66556 | [
{
"role": "system",
"content": "You are an expert in application security and threat detection. Be accurate; never invent identifiers or facts."
},
{
"role": "user",
"content": "How can security automation and orchestration enhance the effectiveness of Differentiating attacks from false positive... |
nist-train-146-rationale-530 | security_knowledge | nuhmanpk/cybersecurity-controls-instructions | nist_rationale | nist-excerpt | nist-146 | [
{
"role": "system",
"content": "You are SecOpsBot, a cybersecurity controls and incident response assistant. Answer only using information from the provided source excerpt. Be precise, cite control identifiers when the excerpt names them, and be actionable. If the excerpt does not contain the answer, say so... |
primevul-789213769138701179694583639265676644-fixed | vuln_finding | primevul | code_review_patched | authoritative-structured | primevul-789213769138701179694583639265676644 | [
{
"role": "system",
"content": "You are an expert in application security and threat detection. Be accurate; never invent identifiers or facts."
},
{
"role": "user",
"content": "Review this C/C++ function for security vulnerabilities. Name the weakness (CWE) if there is one and explain it.\n\n``... |
reloading-single-4931 | security_knowledge | reloading0101/threat-intelligence-dataset | cti_cloud-saas-security | grounded-third-party | reloading-single-4931 | [
{
"role": "system",
"content": "You are a senior security engineer. Give precise, practical answers grounded in established standards (CWE, CAPEC, MITRE ATT&CK, NVD)."
},
{
"role": "user",
"content": "Create a detailed incident-response plan specifically for T1578.004 (Revert Cloud Instance) inc... |
fenrir-77675 | security_knowledge | AlicanKiraz0/Cybersecurity-Dataset-Fenrir-v2.1 | qa_fenrir | third-party-synthetic | fenrir-77675 | [
{
"role": "system",
"content": "You are a cybersecurity expert. Answer accurately and concisely. If you are not certain, say so instead of guessing."
},
{
"role": "user",
"content": "What assumptions about an organization's infrastructure could make Modern variations of Pass‐the‐Hash (PtH) parti... |
nist-test-217-checklist-532 | security_knowledge | nuhmanpk/cybersecurity-controls-instructions | nist_checklist | nist-excerpt | nist-217 | [
{
"role": "system",
"content": "You are SecOpsBot, a cybersecurity controls and incident response assistant. Answer only using information from the provided source excerpt. Be precise, cite control identifiers when the excerpt names them, and be actionable. If the excerpt does not contain the answer, say so... |
nist-test-65-checklist-270 | security_knowledge | nuhmanpk/cybersecurity-controls-instructions | nist_checklist | nist-excerpt | nist-65 | [
{
"role": "system",
"content": "You are SecOpsBot, a cybersecurity controls and incident response assistant. Answer only using information from the provided source excerpt. Be precise, cite control identifiers when the excerpt names them, and be actionable. If the excerpt does not contain the answer, say so... |
trendyol-41017 | security_knowledge | Trendyol/Trendyol-Cybersecurity-Instruction-Tuning-Dataset | qa_trendyol | third-party-synthetic | trendyol-41017 | [
{
"role": "system",
"content": "You are a cybersecurity expert. Answer accurately and concisely. If you are not certain, say so instead of guessing."
},
{
"role": "user",
"content": "What key performance indicators would you track to assess the security posture of Structured Analytical Technique... |
fenrir-90398 | security_knowledge | AlicanKiraz0/Cybersecurity-Dataset-Fenrir-v2.1 | qa_fenrir | third-party-synthetic | fenrir-90398 | [
{
"role": "system",
"content": "You are an expert in application security and threat detection. Be accurate; never invent identifiers or facts."
},
{
"role": "user",
"content": "What should be taken into account regarding the TIP's ability to be scaled and tailored to meet unique requirements an... |
nist-validation-5-summary-2903 | security_knowledge | nuhmanpk/cybersecurity-controls-instructions | nist_summary | nist-excerpt | nist-5 | [
{
"role": "system",
"content": "You are SecOpsBot, a cybersecurity controls and incident response assistant. Answer only using information from the provided source excerpt. Be precise, cite control identifiers when the excerpt names them, and be actionable. If the excerpt does not contain the answer, say so... |
fenrir-8678 | security_knowledge | AlicanKiraz0/Cybersecurity-Dataset-Fenrir-v2.1 | qa_fenrir | third-party-synthetic | fenrir-8678 | [
{
"role": "system",
"content": "You are a senior security engineer. Give precise, practical answers grounded in established standards (CWE, CAPEC, MITRE ATT&CK, NVD)."
},
{
"role": "user",
"content": "What leads to man‐in‐the‐cloud attack during CI/CD pipelines?"
},
{
"role": "assistant"... |
cwe-622-describe | security_knowledge | mitre/cwe | cwe_describe | authoritative-structured | cwe-622 | [
{
"role": "system",
"content": "You are an expert in application security and threat detection. Be accurate; never invent identifiers or facts."
},
{
"role": "user",
"content": "What is CWE-622?"
},
{
"role": "assistant",
"content": "CWE-622: Improper Validation of Function Hook Argu... |
trendyol-45177 | security_knowledge | Trendyol/Trendyol-Cybersecurity-Instruction-Tuning-Dataset | qa_trendyol | third-party-synthetic | trendyol-45177 | [
{
"role": "system",
"content": "You are a senior security engineer. Give precise, practical answers grounded in established standards (CWE, CAPEC, MITRE ATT&CK, NVD)."
},
{
"role": "user",
"content": "What techniques prevent compliance violations in cloud environments through continuous monitori... |
fenrir-83007 | security_knowledge | AlicanKiraz0/Cybersecurity-Dataset-Fenrir-v2.1 | qa_fenrir | third-party-synthetic | fenrir-83007 | [
{
"role": "system",
"content": "You are an expert in application security and threat detection. Be accurate; never invent identifiers or facts."
},
{
"role": "user",
"content": "In what ways could poorly governed Security orchestration decision tree design amplify insider threats, and how would ... |
trendyol-27354 | security_knowledge | Trendyol/Trendyol-Cybersecurity-Instruction-Tuning-Dataset | qa_trendyol | third-party-synthetic | trendyol-27354 | [
{
"role": "system",
"content": "You are an expert in application security and threat detection. Be accurate; never invent identifiers or facts."
},
{
"role": "user",
"content": "How would you orchestrate cross‐domain response actions to simultaneously contain Applied NDR, NSM, and EDR in on‐prem... |
trendyol-26418 | security_knowledge | Trendyol/Trendyol-Cybersecurity-Instruction-Tuning-Dataset | qa_trendyol | third-party-synthetic | trendyol-26418 | [
{
"role": "system",
"content": "You are a cybersecurity expert. Answer accurately and concisely. If you are not certain, say so instead of guessing."
},
{
"role": "user",
"content": "How would you implement enumeration that adapts to network changes?"
},
{
"role": "assistant",
"conte... |
fenrir-5960 | security_knowledge | AlicanKiraz0/Cybersecurity-Dataset-Fenrir-v2.1 | qa_fenrir | third-party-synthetic | fenrir-5960 | [
{
"role": "system",
"content": "You are an expert in application security and threat detection. Be accurate; never invent identifiers or facts."
},
{
"role": "user",
"content": "How does modbus register overwrite manifest within zero‐trust architectures causally?"
},
{
"role": "assistant... |
cvefixes-CVE-2022-0269-298c7870-fix | secure_code_and_rules | hitoshura25/cvefixes | code_fix | authoritative-structured | cvefixes-CVE-2022-0269-298c7870 | [
{
"role": "system",
"content": "You are a cybersecurity expert. Answer accurately and concisely. If you are not certain, say so instead of guessing."
},
{
"role": "user",
"content": "Fix the security vulnerability in this PHP code and explain the change.\n\n```php\n\t/** {@inheritdoc} */\n\tpubl... |
trendyol-9308 | security_knowledge | Trendyol/Trendyol-Cybersecurity-Instruction-Tuning-Dataset | qa_trendyol | third-party-synthetic | trendyol-9308 | [
{
"role": "system",
"content": "You are a senior security engineer. Give precise, practical answers grounded in established standards (CWE, CAPEC, MITRE ATT&CK, NVD)."
},
{
"role": "user",
"content": "How can incident responders safely collect volatile memory artifacts to investigate NTDS.DIT th... |
trendyol-22123 | security_knowledge | Trendyol/Trendyol-Cybersecurity-Instruction-Tuning-Dataset | qa_trendyol | third-party-synthetic | trendyol-22123 | [
{
"role": "system",
"content": "You are a cybersecurity expert. Answer accurately and concisely. If you are not certain, say so instead of guessing."
},
{
"role": "user",
"content": "How would you adapt detecting and analysing counter‐intelligence techniques such as false flag operations and dec... |
trendyol-22174 | security_knowledge | Trendyol/Trendyol-Cybersecurity-Instruction-Tuning-Dataset | qa_trendyol | third-party-synthetic | trendyol-22174 | [
{
"role": "system",
"content": "You are a cybersecurity expert. Answer accurately and concisely. If you are not certain, say so instead of guessing."
},
{
"role": "user",
"content": "How would you adapt generating CALDERA adversary profiles from threat intelligence via YAML schema mapping within... |
nist-train-35-rationale-5877 | security_knowledge | nuhmanpk/cybersecurity-controls-instructions | nist_rationale | nist-excerpt | nist-35 | [
{
"role": "system",
"content": "You are SecOpsBot, a cybersecurity controls and incident response assistant. Answer only using information from the provided source excerpt. Be precise, cite control identifiers when the excerpt names them, and be actionable. If the excerpt does not contain the answer, say so... |
ctiner-1623 | security_knowledge | mrmoor/cyber-threat-intelligence | cti_entity_extraction | human-annotated | ctiner-1623 | [
{
"role": "system",
"content": "You are an expert in application security and threat detection. Be accurate; never invent identifiers or facts."
},
{
"role": "user",
"content": "Extract the cybersecurity entities (malware, threat actors, attack patterns, tools, vulnerabilities, organizations, lo... |
trendyol-7327 | security_knowledge | Trendyol/Trendyol-Cybersecurity-Instruction-Tuning-Dataset | qa_trendyol | third-party-synthetic | trendyol-7327 | [
{
"role": "system",
"content": "You are an expert in application security and threat detection. Be accurate; never invent identifiers or facts."
},
{
"role": "user",
"content": "Explain the role of the WaitList.dat file in the Windows Search Indexing process and its potential forensic significan... |
End of preview.