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+ # Redteam-Operations-Datasets
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+
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+ A comprehensive dataset for training, benchmarking, and documenting offensive/red-team operations in Active Directory and hybrid environments.
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+
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+ ## Structure
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+
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+ - `datasets/` — All dataset files, organized by attack phase, tactic, and technique.
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+ - `datasets/schema/record.schema.json` — Canonical schema for dataset records.
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+ - `datasets/*.jsonl` — Task-specific datasets, each line is a JSON object.
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+
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+ ### Dataset Files
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+
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+ - `discovery.jsonl` — Host/service/AD enumeration.
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+ - `initial_access.jsonl` — Phishing, exploitation, rogue device.
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+ - `privilege_escalation.jsonl` — Escalation, ACL/service attacks.
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+ - `credential_access.jsonl` — Dumping, cracking, relay, credential stores.
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+ - `lateral_movement.jsonl` — SMB, WinRM, Kerberos, cloud movement.
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+ - `persistence.jsonl` — Golden/silver tickets, scheduled tasks, backdoors.
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+ - `collection_exfil.jsonl` — Data staging, compression, exfiltration.
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+ - `c2.jsonl` — C2 infra, beacons, tunneling.
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+ - `impact.jsonl` — Ransomware, destruction, shadow copy removal.
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+ - `evasion.jsonl` — AV/EDR bypass, obfuscation, log tampering.
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+ - `cloud_hybrid.jsonl` — Azure, Entra ID, O365, hybrid pivots.
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+ - `tool_glossary.jsonl` — Tool descriptions, usage scenarios, command syntax.
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+ - `chain_operations_examples.jsonl` — Multi-step attack chains/playbooks.
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+ - `error_handling.jsonl` — Failure modes, fallbacks.
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+ - `advanced_techniques.jsonl` — Latest CVEs, novel chaining, new exploits.
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+ - `decision_matrix.jsonl` — When to use which technique; risk/noise comparisons.
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+
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+ ## Schema
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+
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+ See [`datasets/schema/record.schema.json`](schema/record.schema.json) for full field list (instruction, input, output, meta).
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+
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+ ## Usage
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+ - For fine-tuning LLMs, benchmarking detection, or creating mindmaps/playbooks.
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+ - Each file is a JSONL (one record per line), see the example schema below.
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+
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+ ## Example Record
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+
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+ ```json
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+ {
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+ "instruction": "Describe lateral movement using PsExec.",
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+ "input": "psexec.py <domain>/<user>:<password>@<target_ip>",
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+ "output": "Executes commands on remote host via SMB using provided credentials.",
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+ "meta": {
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+ "phase": "lateral_movement",
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+ "required_privilege": "admin on target",
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+ "risk_level": "high",
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+ "references": ["https://github.com/fortra/impacket"],
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+ "year": "2024"
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+ }
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+ }
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+ ```