github.com / JustAResearcher

JustAResearcher/gpu-unlock-ada

C·547 files·commit d28c485·scanned 3d ago·cached ✓

25/100

LOW RISK

Minor findings consistent with the project type. Nothing reachable from install hooks.

score capped at 25 — 3,013 stars — findings likely legitimate code patterns

verdict accurate?

Created 2 days ago

Created in the last 7 days

22% file coverage

threat-state: lowlive

FINDINGS ░▒▓

warningPython subprocess / os.system usageos.system() or subprocess with shell=True / suspicious commands can execute arbitrary shell commands. Plain pip/package installs are usually benign.docs/evidence/rtx4090-595.91.07/cpu-kit/test_log_gate.py

    p = Path(tmp) / 'transaction.log'; p.write_text(log)
    result = subprocess.run(['sh', '-c', 'GU_BDF=$1; . "$2"; gu_validate "$3"',
      'cpu-test', bdf, str(ROOT / 'ad102-log-gate.sh'), str(p)]...

        with tempfile.TemporaryDirectory() as directory:
            subprocess.run(["make", "-s", f"DESTDIR={directory}", f"ASSETS={ASSETS}",
                            "install-firmware"], cwd=ROOT...

infoSuspicious files are not reachable from entry pointsFlagged files exist but are not imported by any entry point. They may be dead code, tests, or attack payloads triggered by another mechanism.+2

warningHigh-entropy string literalsFound 6 long strings with high Shannon entropy. This is common in obfuscated payloads that hide URLs, keys, or bytecode.firmware/extract_boot_assets.py+3

infoSuspicious file in repoExecutable file (Build-Experimental.ps1) in repositorywindows/ad104-msi/Build-Experimental.ps1+2

infoSuspicious file in repoExecutable file (Build.ps1) in repositorywindows/ad104-msi/Build.ps1+2

infoSuspicious file in repoExecutable file (Test-Experimental.ps1) in repositorywindows/ad104-msi/Test-Experimental.ps1+2

infoAuthor has no other public repositoriesGitHub user "benefit14snake" has no other public repositories, common for burner accounts used in scams.+2

Scores are heuristics. A “safe” verdict means no known-malicious patterns were found — clever malware can look boring. Wrong verdict? Flag it above; confirmed false positives become regression tests.

120 files scanned @ d28c485 | 10/26/2026 | heuristic scan — always review manually

risk by category

code execution10

network & exfiltration0

file system access0

obfuscation3

supply chain10

owasp / injection0

telemetry

files 120/547rules hit 8engine v7commit d28c485

github

JustAResearcher/gpu-unlock-ada

GPU tensor unlock source for RTX 4090 and experimental RTX 4070 Ti SUPER; firmware generated locally

3013

390

547 files

120 scanned(22%)

d28c485

architecture░▒▓

entry (0) flagged (3) pkg (31)

64 nodes · 148 edgesscroll to zoom · click node to jump to finding