CEREBRUM
Turn opaque firmware into actionable security intelligence — in minutes, across every architecture.
CEREBRUM is purpose-built for red teams, product security engineers, and operators of critical infrastructure. Upload firmware or binaries and receive decompiled source, CycloneDX SBOMs, crypto inventories, CVE correlations, exploit proof-of-concepts, and remediation guidance — cross-validated by three independent LLMs.
IT scanners cannot inspect firmware. Manual reverse engineering does not scale. CEREBRUM automates the kill chain.
Users upload firmware or binaries via UI or API. The system automatically unpacks filesystems, detects CPU architecture, and routes the artifact through a multi-stage pipeline. Headless Ghidra performs decompilation. FindCrypt identifies cryptographic algorithms. Mandiant CAPA maps behaviors to MITRE ATT&CK. Three independent LLMs cross-validate every finding through a consensus engine that acts as the SME verification layer. Deliverables include decompiled source, SBOMs, crypto inventories, CVE correlations, exploit proof-of-concepts, and remediation guidance — with SHA-256 chain-of-custody.
Capabilities engineered for operators.
Headless Ghidra decompiles stripped binaries, generates control-flow and call graphs, and resolves imports/exports. Weeks of manual RE compress into 2–5 minutes per image.
Three independent LLMs cross-validate every finding. Reduces single-model hallucinations and mirrors the SME peer-review requirement in formal RE methodologies.
FindCrypt identifies every algorithm in scope: AES, DES, RSA, ECDSA, ECDH, SHA family, TLS versions, hardcoded keys and certificates, and custom implementations.
Detects CRYSTALS-Kyber, CRYSTALS-Dilithium, SPHINCS+, and FALCON. Identifies quantum-vulnerable algorithms. Generates migration sequencing and cost impact analysis.
CycloneDX SBOMs for every firmware image. Correlates components to the National Vulnerability Database. Meets Executive Order 14028 mandates.
AFL++ fuzzing with QEMU instrumentation across emulated targets. Metasploit integration. Automated exploit generation with pwntools produces working proof-of-concepts.
Automated scoring of hardcoded credentials, SUID binaries, world-writable files, and missing NX/PIE/RELRO/stack canaries/ASLR protections across the fleet.
Real-time binary investigation through natural language. The assistant maintains full context of the artifact under analysis for rapid incident-response triage.
Interactive component dependency graphs reveal attack paths, single points of failure, and blast radius across firmware. Hex viewer for low-level inspection.
Agents deploy across physically distributed facilities — including disconnected and classified environments. Air-gapped operation is a first-class capability.
From ingest to delivery — in minutes.
Upload firmware images or binary artifacts via web UI, CLI, or API. Supports a wide range of firmware packaging formats and raw binary inputs.
Automatic filesystem unpacking, architecture detection, and nested-artifact identification across ARM, MIPS, x86, PowerPC, and RISC-V.
Ghidra decompilation, CycloneDX SBOM, FindCrypt cryptographic inventory, binary security scoring, and ROP gadget cataloging — in parallel.
Three-model LLM consensus cross-validates findings. CVSS scoring and Mandiant CAPA / MITRE ATT&CK mapping applied. Analysts accept or override output.
Reports, SBOMs, crypto inventories, remediation guidance, and exploit proof-of-concepts generated automatically. Export or integrate via API.
Monitor remediation progress. Re-analyze updated firmware to verify fixes. Generate fleet-wide trend reports and SBOM change tracking over time.
Proven across the mission.
Firmware Security Assessment
Product security teams receive complete reports — vulnerabilities, hardcoded credentials, weak crypto, and missing binary protections — in minutes instead of weeks.
Medical Device Security
FDA pre-market and post-market review. CEREBRUM produces SBOMs, cryptographic inventories, and findings aligned with FDA cybersecurity guidance.
Critical Infrastructure Protection
Operators of ICS, utilities, and transportation gain visibility into legacy cryptography, supply-chain components, and weaknesses IT scanners cannot detect.
Post-Quantum Migration Planning
Inventory cryptographic algorithms across the device fleet. Score crypto-agility. Produce migration sequencing with cost and operational impact analysis.
Supply Chain Risk Management
Acquisition teams generate SBOMs and vulnerability reports for vendor-supplied binaries before procurement and on every subsequent update.
Incident Response
Analyze suspect firmware in real time through the AI terminal. SHA-256 chain-of-custody preserves evidence for legal and regulatory review.
Red Team Operations
Discover exploitable vulnerabilities in target firmware. Automated exploit generation, AFL++ fuzzing, and QEMU emulation — without physical device access.
Vulnerability Research
Accelerate firmware research with automated decompilation, multi-LLM consensus, CVE correlation, and MITRE ATT&CK mapping.
Engineered for every mission environment.
CEREBRUM analyzes seven CPU architectures and deploys from commercial cloud to fully air-gapped classified facilities — with the same capability set in every configuration.
32-bit and 64-bit ARM for embedded, IoT, mobile, and modern edge systems.
Little- and big-endian MIPS for networking infrastructure, routers, and industrial controllers.
Standard Intel and AMD architectures for IT infrastructure and server-class embedded platforms.
PowerPC / PowerPC64 for aviation, automotive, industrial, and legacy embedded systems.
Forward-looking support for next-generation RISC-V embedded and infrastructure systems.
EC2, DynamoDB, S3, CloudFront. Fastest path for unclassified analysis workloads.
AWS GovCloud or Azure Government. FISMA-compliant with US data residency guaranteed.
Full stack within customer perimeter. On-prem LLMs (Llama, Mistral) for disconnected operation.
See CEREBRUM on your firmware.
Bring a sample binary to a working session with Aegisbyte engineers. Live analysis, on-prem and air-gap deployment briefings, and classified-environment discussions available under NDA.