github.com / NandhaKishorM

NandhaKishorM/laya

Python·257 files·commit 970dc8c·scanned 1h ago·cached ✓

15/100

LOW RISK

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

score capped at 15 — 23,319+ stars — findings likely false positives

verdict accurate?

23,319 stars

Created 7 days ago

threat-state: lowlive

FINDINGS ░▒▓

criticalPython dynamic code executioneval(), exec() or compile() on untrusted input can execute arbitrary code. Common in Python malware for running obfuscated payloads.research/scripts/bench_length_batching.py

    scope = dict(vars(agent_module))
    exec(compile(ast.Module(body=[method], type_ignores=[]), "<upstream predict_batch>", "exec"), scope)  # noqa: S102
    baseline = scope["predict_batch"].__get_...

criticalPython dynamic code executioneval(), exec() or compile() on untrusted input can execute arbitrary code. Common in Python malware for running obfuscated payloads.tests/test_calibration_persistence.py

    export = ast.parse(textwrap.dedent(script[start:end]))
    exec(compile(export, str(notebook), "exec"), {
        "cfg": cfg, "fitted_temps": fitted_temps, "output_dir": str(output_dir),
        "...

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

warningExtremely long lines (>1000 chars)Very long lines in source files (not minified bundles) can hide malicious code.research/benchmarks/feishu_zh/render_cards.py+4

warningHigh-entropy string literalsFound 8 long strings with high Shannon entropy. This is common in obfuscated payloads that hide URLs, keys, or bytecode.laya-ts/src/agent.ts+3

warningFlattened or dead control flowDetected switch(true), dead if branches, or deeply nested ternaries — patterns used by obfuscators to hide execution order.laya-ts/src/agent.ts+3

warningFlattened or dead control flowDetected switch(true), dead if branches, or deeply nested ternaries — patterns used by obfuscators to hide execution order.laya-ts/src/common.ts+3

warningHigh-entropy string literalsFound 5 long strings with high Shannon entropy. This is common in obfuscated payloads that hide URLs, keys, or bytecode.laya-ts/src/email.ts+3

warningFlattened or dead control flowDetected switch(true), dead if branches, or deeply nested ternaries — patterns used by obfuscators to hide execution order.laya-ts/src/email.ts+3

warningHigh-entropy string literalsFound 8 long strings with high Shannon entropy. This is common in obfuscated payloads that hide URLs, keys, or bytecode.laya-ts/src/providers.ts+3

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.

169 files scanned @ 970dc8c | 9/25/2026 | heuristic scan — always review manually

risk by category

code execution16

network & exfiltration0

file system access0

obfuscation15

supply chain0

owasp / injection0

telemetry

files 169/257rules hit 10engine v6commit 970dc8c

github

NandhaKishorM/laya

Non-autoregressive System 1 decision engine. Typed choice, score and yes/no decisions over any text in a single forward pass, in 100+ languages, with a router that picks the right checkpoint per request.

Python

23319

2016

257 files

169 scanned(66%)

970dc8c

architecture░▒▓

entry (0) flagged (23) pkg (119)

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