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01 // RECIPROCAL ARCHITECTURE

Security is fundamentally reciprocal.

We reject the division between machine intelligence and classical systems. Neural models provide cognitive exploration across massive software surfaces, while deterministic systems enforce mathematical invariants that prevent catastrophic agentic failure.

FIG 1.0 | INTERPROCEDURAL ANALYSIS & RUNTIME ENCLAVE TOPOLOGY
VECTOR α // COGNITIVE REASONING PROBABILISTIC → FORMAL

Securing Systems with AI

Leveraging deep semantic intelligence to deconstruct complex software architectures, isolate subtle vulnerabilities, and synthesize provable remediations.

ANALYSIS PIPELINE LLVM-IR ➔ SMT
AST / SSA ➔ Neural Taint ➔ SMT Query ➔ ⟦SAT⟧ PoC
∃ σ ∈ Inputs, π ∈ CFG : π ⊨ Taint(src, sink) ∧ SMT(π) = SAT
  • 01
    Interprocedural Abstract Interpretation: Neural heuristics compute sound fixpoint approximations over alias sets and pointer graphs.
  • 02
    SMT-Guided Exploit Feasibility: Validates candidate taint paths into first-order logic formulas for deterministic witness generation.
  • 03
    Semantics-Preserving Patch Synthesis: Synthesizes code rewrites constrained by formal Hoare triple specifications {P} C' {Q}.
INPUT: AST / CFG / REVERSED IR → REPRODUCIBLE CVE WITNESS
⇄ CEGAR
VERIFICATION BUS CONTINUOUS FEEDBACK LOOP
VECTOR β // DETERMINISTIC BOUNDARIES DETERMINISTIC → AGENTIC

Securing AI with Systems

Constructing hardened hardware isolation, deterministic execution oracles, and formal constraint boundaries to govern autonomous agents.

ENCLAVE HIERARCHY RING 0 ➔ ISOLATED JAIL
Agent Proposal ➔ SMT Gate ➔ WASM Filter ➔ Micro-VM
∀ a ∈ Actions, (s ⊨ Inv ∧ s' = Apply(s, a)) ⟹ (s' ⊨ Inv) ∨ Rollback(s)
  • 01
    Micro-VM Hardware Sandboxing: Restricting non-deterministic agent executions in zero-ambient-authority capability cells.
  • 02
    Pre-Execution SMT Invariant Gates: Enforcing SAT/SMT invariant proofs prior to admitting state modifications to runtime environments.
  • 03
    Adversarial Frontier Hardening: Defending model reasoning against indirect prompt injections, jailbreaks & latent data poisoning.
INPUT: STOCHASTIC AGENT ACTIONS → BOUNDED, SOUND MUTATIONS
CORE AXIOM: Cognitive reasoning explores the unknown. Deterministic systems guarantee the truth. Neither can secure the future alone.
02 // RESEARCH & SYSTEMS DIRECTORY

Three Dedicated Domains.

SecDome is organized into three standalone domains: production-grade security systems, standardized empirical benchmarks, and meta-scientific research foundations.

01
PILLAR 01 // PRODUCTION ARCHITECTURE

Products & Systems

Production-grade capabilities connecting compiler-level program analysis, SMT constraint solving, and zero-ambient-authority runtime micro-VM isolation.

ANALYSIS: LLVM SSA IR & Neural Taint
ENCLAVES: Capability Micro-VMs & WASM
SOLVERS: Z3 / CVC5 First-Order SMT
EXPLORE PRODUCTS →
02
PILLAR 02 // EMPIRICAL VALIDATION

Standardized Benchmarks

Falsifiable evaluation suites for autonomous cyber agents and program analysis, rejecting synthetic shortcuts in favor of reproducible ground truth.

AUDIT: AuditBench
REPAIR: FixBench
EXPLOIT: PoCBench
LOGIC: LogicBench
VIEW BENCHMARKS →
03
PILLAR 03 // FOUNDATIONAL MISSION

About & Governance

Our scientific mission, epistemological methodology supported by MinBeing meta-science, and dedication to open-access collaborative security engineering.

EPISTEMOLOGY: MinBeing Meta-Science
DISPATCHES: SecDome Research Channel
GOVERNANCE: Open Source (Apache/MIT)
ABOUT SECDOME →
03 // CRYPTOGRAPHIC REPRODUCIBILITY PROTOCOL

We release only when proven.
Cryptographically sound & reproducible.

The software security industry is inundated with marketing buzzwords, unverified benchmarks, and speculative AI demos. SecDome operates strictly under open science and cryptographic transparency: every released tool, paper, and dataset is signed, reproducible, and verifiable.

REPRODUCIBILITY PROTOCOL
100% AUDITABLE
✓
SLSA Level 3 Compliant:

Hermetic bit-for-bit reproducible release builds with cryptographic attestations.

✓
Sigstore Rekor Transparency:

All artifacts and vulnerability proofs immutably recorded in public transparency logs.

✓
Hardware Key Commits:

Git tags and releases cryptographically signed via physical FIDO2 / YubiKey hardware tokens.

SPEC: IEEE-SEC / NIST-AI REVISION: 2026.1-HARDENED