#!/usr/bin/env python3 """ Append network-sensor telemetry (Zeek / Suricata / nginx) to each case export. These indices are tagged with the SENSOR's host.name, not the victim's, so they are filtered by the attack IP tuple instead of host.name (unlike export_dataset.py which does endpoint by host). Run AFTER export_dataset.py; appends to each case's security.ndjson. Env: ES_URL ES_USER ES_PASS BENCH_PSEUDO_SALT ; OUT= """ import json, os, ssl, sys, urllib.request, collections, base64 HERE = os.path.dirname(os.path.abspath(__file__)); sys.path.insert(0, HERE) import pseudonymize NET = "logs-zeek.*,logs-suricata.*,logs-nginx.*" IPS = ["204.168.178.42", "135.181.180.110", "46.224.159.210"] CASES = [ ("case-01-recon", "2026-07-29T02:20:00Z", "2026-07-29T02:35:00Z"), ("case-02-collection-exfil", "2026-07-29T02:27:00Z", "2026-07-29T02:40:00Z"), ("case-03-web-exploit-revshell", "2026-07-29T02:44:00Z", "2026-07-29T03:00:00Z"), ("case-04-privesc", "2026-07-29T03:03:00Z", "2026-07-29T03:16:00Z"), ("case-05-lateral-movement", "2026-07-29T03:48:00Z", "2026-07-29T03:53:00Z"), ] CTX = ssl.create_default_context(); CTX.check_hostname = False; CTX.verify_mode = ssl.CERT_NONE def es(method, path, body=None): url = os.environ["ES_URL"].rstrip("/") + path req = urllib.request.Request(url, data=(json.dumps(body).encode() if body is not None else None), method=method, headers={"Content-Type": "application/json"}) tok = base64.b64encode(f'{os.environ["ES_USER"]}:{os.environ["ES_PASS"]}'.encode()).decode() req.add_header("Authorization", "Basic " + tok) return json.load(urllib.request.urlopen(req, context=CTX, timeout=60)) def run(name, start, end, outroot): outdir = os.path.join(outroot, name) pit = es("POST", f"/{NET}/_pit?keep_alive=2m").get("id") q = {"bool": {"filter": [{"range": {"@timestamp": {"gte": start, "lte": end}}}], "minimum_should_match": 1, "should": [{"terms": {"source.ip": IPS}}, {"terms": {"destination.ip": IPS}}]}} counts = collections.Counter(); total = 0; sa = None with open(os.path.join(outdir, "security.raw.ndjson"), "a") as raw, \ open(os.path.join(outdir, "security.ndjson"), "a") as pse: while True: body = {"size": 1000, "track_total_hits": False, "sort": [{"@timestamp": "asc"}, {"_shard_doc": "asc"}], "pit": {"id": pit, "keep_alive": "2m"}, "query": q} if sa: body["search_after"] = sa res = es("POST", "/_search", body); hits = res.get("hits", {}).get("hits", []) if not hits: break for h in hits: src = h["_source"]; counts[src.get("data_stream", {}).get("dataset", "?")] += 1; total += 1 line = json.dumps(src, ensure_ascii=False) raw.write(line + "\n"); pse.write(pseudonymize.scrub_json(line) + "\n") sa = hits[-1]["sort"]; pit = res.get("pit_id", pit) es("DELETE", "/_pit", {"id": pit}) json.dump({"case": name, "network_by_ip": IPS, "window_utc": [start, end], "network_docs": total, "by_dataset": dict(counts)}, open(os.path.join(outdir, "network_manifest.json"), "w"), indent=2) print(f"[net] {name}: +{total} {dict(counts)}") def main(): for k in ("ES_URL", "ES_USER", "ES_PASS"): if not os.environ.get(k): sys.exit(f"set {k}") out = os.environ.get("OUT", os.path.abspath(os.path.join(HERE, "..", "..", "dataset"))) for c in CASES: run(*c, out) print("NET_DONE_MARKER") if __name__ == "__main__": main()