🛡️ BLA (Blind LLM Agents) — Adversarial defense shield that protects binaries, Electron apps, JS bundles, Python, and WebAssembly against AI reverse-engineering agents like REA. Poison -> Exhaust -> Hallucinate.
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BLA: Blind LLM Agents
Poison → Exhaust → Hallucinate. Make Reverse Engineering Bankrupt Again.
The open-source Counter-REA Blue Defense MCP & CLI that protects software releases against AI reverse-engineering agents (morluto/rea, autonomous decompilers, and LLM recon pipelines) — verified across 14 showcase benchmark targets.
🌐 Official Website · 📖 Defense Guides · 📊 Live Benchmarks · 🎯 CrackMe Arena · 🏢 Enterprise · ⚖️ Disclaimer
Quick Start · How It Works · Empirical Results · Format Coverage · 14-Target Benchmark · CrackMe Arena · FAQ
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[!IMPORTANT]
Defensive Use Only: BLA is engineered strictly for software authors and security teams protecting their own intellectual property and release artifacts. See DISCLAIMER.md.
Always install from official sources: qybaihe/bla or npm i bla-agents.
🔴 Without BLA
AI reverse-engineering agents (REA + coding agents) unpack .asar archives, recover SourceMaps, trace IPC bridges, inspect .wasm / .sqlite / .safetensors, and clone core business logic in seconds for ~$0.20.
🛡️ With BLA (bla harden .)
Every analyzer pass hits deterministic resource ceilings (primitive-candidates 256, ASAR 16 MiB, WASM Wabt cap, SQLite virtual trap), follows realistic shadow state machines, and burns 300×–2,800× more tokens.
⚡ Runtime-Equivalent by Design
Exhaustion graphs and decoy payloads sit behind $O(1)$ number-theoretic opaque predicates ($7x^2 - 1 \neq y^2 \pmod 7$) or inert format sections. 14/14 bundled benchmark targets pass input/output equivalence tests (bla verify checks Counter-REA structural gates; run your project's test suite for custom artifacts).
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⚡ 30-Second Quick Start
1. One-Command CLI Hardening
Point BLA at any project or release directory. It auto-discovers build outputs (dist/, build/, .asar, .wasm, .sqlite, .safetensors, native binaries, Python/C/Rust/Go) and runs audit → protect → verify:
bash
Node.js ^22.23.4 or =24.0.0 recommended
npx bla-agents harden .
2. Agent-Driven Closed-Loop Defense (MCP + Skill)
Register BLA once with your coding agent (Claude Code, Cursor, Codex, Windsurf, Gemini CLI, GitHub Copilot CLI, VS Code, OpenCode, Antigravity):
bash
npx bla-agents setup
Then simply prompt your coding agent:
text
Harden my software against REA
Your host agent automatically orchestrates BLA's MCP tools (bla_weave_plan → source-level logic weaving & string encryption → bla_verify_weave → bla_harden → bla_verify) to harden both your source architecture and compiled artifacts.
3. Build Bundler Plugin (Vite / Rollup / Webpack / esbuild)
Protect JS chunks, strip/replace SourceMaps with VLQ v3 honey maps, and shield .wasm assets automatically at bundle time:
typescript
import { defineConTop issues
#154JS protect changes runtime behaviour; verify reports functional integrity despite crash (repro)1 comments · 2026-11-08#111Listed in Awesome REA (optional badge)1 comments · 2026-11-06#155PTX marker spoof makes unprotected file score 98/100 and pass bla verify0 comments · 2026-11-08
Discussions
Latest release
bla-agents: v3.2.0 bla-agents-3.2.0 2026-11-08bla-agents 3.2.0 Minor release extending opt-in sidecarEntangle to Bun / EOF-preserved native companions and closing the defenseScore honesty gap when entanglement is left OFF. Added - Sidecar Bun companion strip⇒fail (.bla-sidecar.v1.json): generateSidecarBunCompanionNote / bindBunSidecarEntanglement / entangleBunEntryWithSidecars / verifyBunSidecarCompanionNote. When sidecarEntangle is on, protectTarget auto-binds the planted .bunfs-snapshot via a sibling companion note without rewriting the Bun/EOF-preserved binary (runtime red line). hardenProject Bun-only post-pass covers native trees
相关报道 (4)
News & coverage (5)
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