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Per candidate function, one bounded tool-hunter pass (custom prompt, the file as context, 3 steps) asks whether attacker-controlled data reaches the operation without a sufficient guard. It reports only with a stated source-to-sink path. Hard spend ceiling, parallel workers; one run per pin; the fixed pin is rechecked only for detected sites. Exploratory on v2. Pilot: on GoPay, the one real site was reported in 3 of 4 runs and nothing else out of 12 candidates. Co-Authored-By: Claude Opus 5.5 (1M context) <[email protected]> Claude-Session: https://claude.ai/code/session_01EmM1j46qgKMh3zqD1QMwEo
138 lines
7.3 KiB
Python
138 lines
7.3 KiB
Python
"""Stage 2 of source-only, model-driven detection: verify each model-classified sink candidate.
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`model_sinks.py` put the vulnerable function among the candidates in 15 of 17 v2 cases, among ~4,800 candidates.
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This asks, per candidate, one bounded question with repository tools (the existing tool hunter with its
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per-family overrides): can attacker-controlled data reach THIS operation without a sufficient guard? A candidate
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is reported only when the model states a concrete source-to-sink path and names no sufficient guard.
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Scope: the candidates `model_sinks.py` recorded for each case's vulnerable pin
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(~/ousast-results/independent-v2-modelsinks/<case>.json). One run per pin; the fixed pin is rechecked only for
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detected sites (`--fixed`). Findings are written in the scan-result shape `evaluate.py` reads. Hard spend
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ceiling. EXPLORATORY: v2 is spent for tuning; this qualifies nothing.
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Usage: python benchmarks/independent/verify_sinks.py [--only ID,...] [--budget-usd 40] [--fixed]
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"""
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from __future__ import annotations
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import argparse
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import concurrent.futures
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import json
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import shutil
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import sys
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import threading
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import time
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from pathlib import Path
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HERE = Path(__file__).resolve().parent
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sys.path.insert(0, str(HERE))
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import evaluate # noqa: E402
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from model_sinks import OPERATIONS, Meter # noqa: E402
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from openultrasast.config import load_config # noqa: E402
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from openultrasast.model.endpoint import DEFAULT_DETECTOR_MODEL # noqa: E402
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SYSTEM = (
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"You are a security reviewer with repository tools (read_file, grep_repo, find_refs). You are given ONE "
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"operation in ONE function. Decide whether data an attacker controls -- HTTP request parameters, body, "
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"headers, cookies, uploaded or imported content, webhook or API payloads, values stored earlier from such "
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"input -- can reach that operation without a sufficient guard (validation or allowlisting, escaping that fits "
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"the exact context, parameterization, or a fixed destination). Use the tools to follow callers and data. "
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"Report it only if you can state the concrete path from the source to the operation. Answer with a JSON array: "
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"one object with path, line, function_name, title, rationale (the source, each hop, and why no guard applies) "
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"if it is vulnerable; [] if it is not, or if you cannot establish the path."
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)
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def verify(root: Path, candidate: list, family: str, args: argparse.Namespace, meter: Meter, local: threading.local) -> list[dict]:
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from openultrasast import tool_hunter
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from openultrasast.complexity.map import Hotspot
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if not hasattr(local, "client"):
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local.client = tool_hunter.resolve_hunter_client()
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meter.add(local.client)
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if meter.spent() >= args.budget_usd:
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return [{"unverified": "budget"}]
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path, function, line = candidate
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spot = Hotspot(path=path, function_name=function, score=1.0, band="candidate", signals={}, rationale="model-classified sink", test_hint=None, inventory_finding_ids=())
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prompt = (
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f"Operation to judge: in `{path}`, function `{function}`, around line {line}, code that {OPERATIONS[family]}. "
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"The file is below. Trace where the operation's data comes from and whether it is guarded."
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)
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try:
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found = tool_hunter.run_tool_hunter(
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root, [spot], client=local.client, model=args.model, max_steps=args.max_steps,
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system_prompt=SYSTEM, user_prompt=prompt, context_files=[path], tags=("sink-verifier",),
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) # fmt: skip
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except Exception as error: # noqa: BLE001 -- recorded; an unverified candidate is not a clean one
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return [{"unverified": f"{type(error).__name__}: {str(error)[:120]}"}]
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return [
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{
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"site": f"{f.path}:{f.line or line}:{f.function_name or function}",
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"family": family,
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"title": f.title,
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"witness": f.rationale[:600],
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"candidate": f"{path}::{function}",
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}
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for f in found
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]
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def main() -> int:
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parser = argparse.ArgumentParser(description=__doc__, formatter_class=argparse.RawDescriptionHelpFormatter)
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parser.add_argument("--population", type=Path, default=HERE / "population-v2.toml")
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parser.add_argument("--only", default="")
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parser.add_argument("--model", default=DEFAULT_DETECTOR_MODEL)
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parser.add_argument("--max-steps", type=int, default=3)
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parser.add_argument("--workers", type=int, default=8)
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parser.add_argument("--budget-usd", type=float, default=40.0)
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parser.add_argument("--fixed", action="store_true", help="recheck detected sites at the fixed pin")
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args = parser.parse_args()
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load_config()
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evaluate.use(args.population)
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candidates_dir = evaluate.RESULTS.with_name(evaluate.RESULTS.name + "-modelsinks")
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out_dir = evaluate.RESULTS.with_name(evaluate.RESULTS.name + "-verified") / "scans"
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out_dir.mkdir(parents=True, exist_ok=True)
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only = {c.strip() for c in args.only.split(",") if c.strip()}
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meter, local = Meter(args.budget_usd), threading.local()
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for case in evaluate.cases():
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if only and case["id"] not in only:
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continue
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label = "fixed_a" if args.fixed else "vulnerable_a"
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out = out_dir / f"{case['id']}--{label}.json"
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if out.is_file():
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continue
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record = json.loads((candidates_dir / f"{case['id']}.json").read_text())
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todo = sorted({(p, fn, ln) for p, fn, ln in record["candidates"]}, key=lambda c: (c[0], c[1], c[2]))
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todo = list({(p, fn): (p, fn, ln) for p, fn, ln in todo}.values()) # one question per function
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if args.fixed:
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vulnerable = json.loads((out_dir / f"{case['id']}--vulnerable_a.json").read_text())
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detected = {f["candidate"] for f in vulnerable["findings"]}
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todo = [c for c in todo if f"{c[0]}::{c[1]}" in detected]
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started, before = time.monotonic(), meter.spent()
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checkout = evaluate.export(case, label, case["fixed" if args.fixed else "vulnerable"])
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try:
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with concurrent.futures.ThreadPoolExecutor(max_workers=args.workers) as pool:
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results = list(pool.map(lambda c: verify(checkout, list(c), case["family"], args, meter, local), todo))
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finally:
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shutil.rmtree(checkout, ignore_errors=True)
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findings = [f for rows in results for f in rows if "site" in f]
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unverified = [f["unverified"] for rows in results for f in rows if "unverified" in f]
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result = {
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"root": "/case", "families": [case["family"]], "questions": len(todo), "completed": len(todo) - len(unverified),
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"completed_regions": sorted({f"{p}:{fn}" for p, fn, _ in todo}), "unverified": unverified[:20],
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"usd": round(meter.spent() - before, 4), "seconds": round(time.monotonic() - started, 1),
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"findings": sorted(findings, key=lambda f: f["site"]),
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} # fmt: skip
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out.write_text(json.dumps(result, indent=1) + "\n")
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print(json.dumps({"case": case["id"], "pin": label, "candidates": len(todo), "findings": len(findings), "unverified": len(unverified), "usd": result["usd"], "total_usd": round(meter.spent(), 4)}), flush=True)
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if meter.spent() >= args.budget_usd:
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print(json.dumps({"stopped": "budget", "spent_usd": round(meter.spent(), 4)}), flush=True)
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break
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return 0
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if __name__ == "__main__":
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raise SystemExit(main())
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