SECFIRM // AUTONOMOUS MOBILE APPLICATION SECURITY // V1.0 AVAILABLE

Autonomous Mobile Binary Intelligence
& Attack Surface Synthesis

Deconstruct compiled Android APKs, inspect Hermes & Flutter runtimes, perceive dynamic visual interfaces with embedded neural inference, and orchestrate resilient multi-device automation workflows. SecFirm is a standalone desktop application for Windows 10/11 (x64) by BuonaLabs.

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Windows 10/11 (x64) • Free Edition

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Windows 10/11 x64 Native • Zero Python or External Runtime Dependencies • Free for Individual Research

target_app.apk / CIR Deconstruction Workbench

arm64-v8a • 16KB Aligned

DISASSEMBLY • index.android.bundle 0-COPY RUST FFI

// FuncID: 0x018C (_authStaffLogin) • Params: 3 • FrameSize: 8

0000104A: LoadConstString r0, StringID[41208] ; "/v1/auth/staff/login"

00001050: GetById r1, r2, StringID[1204] ; "email"

00001056: GetById r3, r2, StringID[1205] ; "password"

0000105C: NewObjectWithBuffer r4, ShapeID[84] ; {email, password}

00001062: PutById r4, r1, StringID[1204]

00001068: PutById r4, r3, StringID[1205]

0000106E: Call2 r5, r6, r0, r4 ; fetch(url, payload)

00001074: Ret r5

// Decoded String Table Offset: 0x00A4F0 • SHA256: e8d4f...

42 Component Routes mapped to Canonical IR

STRING TABLE: 54,120 ENTRIES INSPECTOR: HEX+ASCII

COGNITIVE PLAYBOOK

STEP 04 / 06

✓ 01: RUNTIME DEOBFUSCATE

Hermes HBC v100 parsed • 0.18s

PASS

✓ 02: TLS PINNING BYPASS

BoringSSL crypto hooks active • 0.42s

PASS

✓ 03: NEURAL PERCEPTION PASS

ONNX visual detector resolved • 0.04s

PASS

04: RESILIENT WORKFLOW PROBE

RUNNING

Self-healing navigation • Mutating PUT /v1/user/settings

• 05: AIR-GAP SARIF SEAL

QUEUED

MEM INTERCEPT FREQUENCY 4.85 H • HIGH

PLAYBOOK: ZERO-DAY DECONSTRUCT AUTO-PILOT

OPENAPI 3.1 • RECONSTRUCTED INV-10 DETERMINISTIC

POST HMAC-SHA256

/v1/auth/staff/login

• req: {email, password}

• res: 200 (JWTToken, SessionCookie)

POST gRPC Protobuf

/v2/telemetry/dispatch

ClientCallImpl • 12 events/sec

GET REST

/v1/user/account_settings

Owner Session • Tenant Guard: OK

GENERATED: OpenAPI 3.1 • Postman

EXPORT READY

HERMES HBC v100

FLUTTER DART AOT

NEURAL VISION (ONNX)

DISTRIBUTED FABRIC

STALKER ARM64 TRACER

STANDALONE .EXE

CORE CAPABILITIES

Autonomous Binary Intelligence Core

High-performance multi-runtime analysis for security researchers, mobile developers, and application auditors.

AUTONOMOUS ATTACK SURFACE RECONSTRUCTION • Real-time topology synthesis over compiled binaries

TARGET_RESOLUTION: HIGH | ENGINE: STANDALONE X64

01 /

Static Binary Intelligence (SBI)

CORE ENGINE

High-performance deconstruction algorithms for non-standard, obfuscated, and compiled mobile bytecode. Extracts architectural semantics, high-entropy secrets, and component routing without requiring source code or symbol files.

•

Multi-Era Runtime Decompilation: Autonomous parsing of proprietary bytecode engines and native AOT snapshots.

•

Interprocedural Dataflow Taint: Deep mathematical taint propagation mapping data ingress to privileged sinks.

PARSER LATENCY: SUB-SECOND ZERO CODE SERIALIZATION

02 /

Zero-Touch Dynamic Instrumentation

KERNEL VELOCITY

Surgical runtime manipulation executed without rooting target devices or triggering anti-tamper heuristics. Automatically circumvents hardware-backed key attestations, TLS certificate pinning, and environment integrity traps.

•

Instruction Boundary Traps: Neutralizes anti-debugging, ptracing, and process termination at the assembly level.

•

Multi-Protocol Crypto Taps: Hooks encrypted gRPC streams, WebSocket protocols, and proprietary payload encoders in memory.

ROOT PRIVILEGES: UNNECESSARY STEALTH INSTRUMENTATION

03 /

Visual Neural Perception (VNP)

EMBEDDED ONNX

Overcomes accessibility hierarchy limitations on custom-drawn canvas, OpenGL/Vulkan views, and non-standard mobile interfaces. Bundles a native C-API ONNX Runtime directly inside the executable for real-time visual perception with zero external Python dependencies.

•

Multi-Modal Recognition: Synthesizes neural object detection, sub-pixel template correlation, and OCR text extraction into a unified perceptual stream.

•

Zero-Shot Target Discovery: Detects and localizes dynamic visual components across varying resolutions and render surfaces.

INFERENCE: NATIVE C-API ZERO PYTHON DEPENDENCY

04 /

Distributed Surface Synthesis & Orchestration

PARALLEL FABRIC

Fuses static signatures with live decrypted traffic to automatically reconstruct backend API specifications, while orchestrating high-concurrency verification runs across distributed physical and virtual device pools.

•

Automated Schema Inference: Rebuilds structured JSON bodies, cryptographic signatures, and deterministic OpenAPI 3.1 specifications.

•

Distributed Multi-Device Pools: Coordinates parallel workflow execution across connected devices with self-healing failure recovery.

OUTPUT: OPENAPI 3.1 • SARIF DETERMINISTIC COMPLIANCE

PROGRAMMABLE AUTOMATION // EVENT-DRIVEN ACTION ENGINE

Autonomous Playbooks & Event Hooks

Write sandboxed Go scripts or declarative YAML behavior trees. Trap runtime events in real time—mutate payloads, solve barriers, and automate deep security audits.

| PLAYBOOK SCRIPT ENGINE

// Yaegi Go Sandboxed Engine • Event Subscription Model

package main

import ( "secfirm.io/pkg/playbook" )

// Run executed when target process boots

func Run(ctx *playbook.Context, d playbook.Device) error {

// 1. Reactive Hook: Intercept in-memory checkout calls before TLS

ctx.OnEvent("network:request", func(e playbook.NetworkEvent) {

if e.Path == "/api/v2/wallet/charge" {

d.Log("Intercepted charge token. Mutating payload...")

e.MutateBody("amount_cents", 0)

e.InjectHeader("X-Audit-Probe", "SECFIRM_ACTIVE")

}

})

// 2. Dynamic Barrier Handler: Automatically bypass biometric gate

ctx.OnEvent("ui:barrier_detected", func(b playbook.BarrierEvent) {

b.BypassWithMockBiometrics(playbook.BiometricSuccess)

})

// 3. Neural Perception & Organic Interaction

if target, ok := ctx.Vision.Detect("checkout_button"); ok {

d.DragBézier(target.Center(), playbook.WithJitter(1.8))

} else {

d.Tap(playbook.Selector{ ResourceID: "com.target.app:id/pay_btn" })

}

return nil

}

SANDBOX: YAEGI INTERPRETER

0 EXTERNAL COMPILERS REQUIRED

EVENT DISPATCH STREAM

REACTIVE BUS

SecFirm continuously monitors process memory, UI transitions, and raw sockets. When an event fires, registered playbooks react with sub-millisecond precision.

[+0.012s] EVENT vision:target_detected

Custom Canvas View • checkout_button

→ Action: Detected via embedded ONNX (conf: 0.98) • Bézier mapped

[+0.038s] EVENT network:request

POST /api/v2/wallet/charge

→ Action: Mutated body amount_cents=0 • BOLA logged

[+0.065s] EVENT ui:barrier_detected

BiometricPrompt / FingerprintAuth

✓ Action: Injected MockBiometricSuccess • Gate passed

[+0.098s] EVENT fabric:node_sync

Parallel Cluster • Device Node #03

→ Action: Synced route CIR to OpenAPI 3.1 • 0 packet drops

EVENT DISPATCH

< 1.2ms Sub-Frame

SCRIPT RUNTIME

Sandboxed Go (Yaegi)

LOCAL ISOLATED ENGINE

ZERO NETWORK TELEMETRY

LOCAL FIRST // ZERO CLOUD EGRESS

Isolated Execution. Zero External Telemetry.

SecFirm executes 100% locally on your machine. No cloud uploads, no third-party telemetry, no external runtime dependencies. Your target APKs, decompiled bytecode, and reconstructed API endpoints stay strictly private.

Windows Standalone Workstation LOCAL GUI

Single standalone 64-bit desktop application for Windows 10 and 11. Zero Python runtime, zero complex environment setups, and direct hardware-accelerated local parsing.

Air-Gapped & Isolated Labs AIR-GAPPED

Hardened for isolated research machines, Faraday cages, and offline security labs. Fully operational without an active internet connection using local rule catalogs and embedded SQLite stores.

Headless CLI & CI/CD Pipelines AUTOMATION

Integrate directly into automated security regression gates. Execute non-interactive APK audits, binary diff checks, and OpenAPI generation directly in CI runners and shell scripts.

BINARY DECONSTRUCTION

The Art of Reverse Engineering

Slicing through compiled bytecode, lifting obfuscated runtimes, and exposing hidden attack surfaces.

MATHEMATICAL RIGOR // SPECIFICATION CONTRACTS

Engineering Invariants (INV-1 — INV-12)

Every line of code and synthesized route satisfies non-negotiable architectural contracts verified by automated CI gates.

INV-1 CORRECTNESS

No Host Fabrication

Synthesized endpoints without explicit host evidence must retain nil/empty host. Zero mock guessing.

INV-2 AUDITABLE

Catalog-Driven Rules

Zero hardcoded domain names or vulnerability heuristics in code; all reside in audited JSON catalogs.

INV-3 PERFORMANCE

Bounded Regex Execution

Guaranteed polynomial Re2 regex execution. No catastrophic backtracking or algorithmic denial.

INV-4 SECURITY

Shell Injection Safety

Strict exec.Command argument vectors. Absolute prohibition of sh -c string interpolation.

INV-5 INTEGRITY

Ground-Truth Verification

Every eval score checked against authoritative test specs with strict semantic diffing.

INV-6 SAFETY

Bounded Traversal

ZipSlip protection across unpackers, Smali decompilers, and OBB extractors.

INV-7 ISOLATION

Sandboxed Yaegi/WASM

Isolated memory execution environments for user plugins and dynamic playbooks.

INV-8 ACCESS_CONTROL

Capability Authorization

Explicit granular permission tokens required for PDK plugin and MCP extensions.

INV-9 CONSISTENCY

Driver Parity

UIAutomator2, direct ADB socket, iOS WDA, and local device bridges maintain identical state models.

INV-10 DETERMINISTIC

Deterministic Output

Alphabetical canonical sorting of endpoints, parameters, and schemas for zero-drift git diffs.

INV-11 MATHEMATICAL

Provable Decode

CandidateSandbox verification requires >= 2 observed samples matching byte-for-byte.

INV-12 AIR_GAPPED

Strict Zero Egress

No network sockets or analytical beacons dispatched without explicit user flags. Air-gap provable.

MULTI_RUNTIME_COMPATIBILITY

Framework Coverage Matrix

Native reverse engineering across compiled, JIT, and AOT mobile runtimes without language-specific silos.

PROD_VERIFIED HBC v83 – v100

React Native (Hermes)

Zero-Copy Rust FFI • Full AST & Route Discovery

Decodes monolithic string tables (50K+ entries), 4 real opcode eras, extracts Hermes component routes.

PROD_VERIFIED Dart 2.x – 3.x

Flutter (Dart AOT)

Native libapp.so Parser • AOT Symbol Recovery

Carves object pools, extract API strings, and stitches CIR endpoints without dynamic debugger attachment.

PROD_VERIFIED Unity 2019 – 2024+

Unity (IL2CPP)

Metadata + ELF Correlator • Class & Method Defs

Aligns global-metadata.dat with libil2cpp.so to recover high-level C# signatures and backend network endpoints.

PROD_VERIFIED Embedded C-API

Neural Vision (ONNX)

DirectML / CoreML • Zero-Shot & Canvas Detect

Runs neural object detection over custom OpenGL/Vulkan views without accessibility trees or Python runtime overhead.

PROD_VERIFIED Java / Kotlin / NDK

Android Native & NDK

JADX + Smali + Stalker • Taint Tracking & SAST

Disassembles bytecode for interprocedural taint flow analysis; audits JNI bridge calls and native exports.

PROD_VERIFIED Multi-Node Clusters

Distributed Device Fabric

ADB / WDA / Local Agent • Parallel State Pools

Coordinates parallel execution across physical devices and virtual instances with zero telemetry leaks and self-healing recovery.

Simple Plans.

Pricing that scales with your growth. No hidden fees.

FREE

$0 /mo

For independent researchers & evaluation.

Single APK Deconstruction
Smali & Manifest AST Parser
Standard Vulnerability Rules
Windows 64-bit Standalone Binary

START FREE

Autonomous Mobile Binary Intelligence & Attack Surface Synthesis

Autonomous Binary Intelligence Core

Static Binary Intelligence (SBI)

Zero-Touch Dynamic Instrumentation

Visual Neural Perception (VNP)

Distributed Surface Synthesis & Orchestration

Autonomous Playbooks & Event Hooks

Isolated Execution. Zero External Telemetry.

The Art of Reverse Engineering

Engineering Invariants (INV-1 — INV-12)

No Host Fabrication

Catalog-Driven Rules

Bounded Regex Execution

Shell Injection Safety

Ground-Truth Verification

Bounded Traversal

Sandboxed Yaegi/WASM

Capability Authorization

Driver Parity

Deterministic Output

Provable Decode

Strict Zero Egress

Framework Coverage Matrix

React Native (Hermes)

Flutter (Dart AOT)

Unity (IL2CPP)

Neural Vision (ONNX)

Android Native & NDK

Distributed Device Fabric

Simple Plans.

Autonomous Mobile Binary Intelligence
& Attack Surface Synthesis