Firmware & MCU Modernization
Transform legacy firmware and embedded systems using ML-guided fuzzing, deep binary similarity, and intelligent C-to-HLS refactoring for hardware acceleration.
Proven foundations for modern web products
AI-Powered Firmware Modernization
Our firmware and MCU modernization service leverages advanced machine learning to analyze, understand, and transform embedded systems. From deep binary similarity analysis to intelligent C-to-HLS refactoring, we provide comprehensive solutions for modernizing legacy firmware and embedded code.
Embedded AI Capabilities
Specialized AI tools and methodologies designed specifically for embedded systems, firmware analysis, and MCU modernization challenges.
Firmware Function Matching
Deep binary similarity analysis for embedded firmware function identification and reverse engineering.
Key Features
- Deep learning binary similarity models
- Cross-platform function recognition
- Automated firmware analysis
- Control flow graph extraction
- Semantic function matching
Benefits
ML-guided Fuzzing for Embedded Targets
Specialized fuzzing techniques for embedded systems and firmware with intelligent target analysis.
Key Features
- Embedded system specific fuzzing
- Real-time target interaction
- Hardware constraint awareness
- Custom mutation strategies
- Coverage-guided optimization
Benefits
HBOM/SBOM for Firmware
Comprehensive Hardware and Software Bill of Materials analysis using CycloneDX for embedded systems.
Key Features
- CycloneDX HBOM/SBOM generation
- Hardware dependency analysis
- Security vulnerability scanning
- Regulatory compliance tracking
- Supply chain risk assessment
Benefits
LLM-aided C-to-HLS Refactoring
Intelligent transformation of C code to High-Level Synthesis for hardware acceleration using LLM assistance.
Key Features
- C code analysis and parsing
- Hardware acceleration identification
- HLS code generation
- Performance optimization
- Verification and validation
Benefits
Embedded Systems Process
A specialized approach to firmware and MCU modernization that addresses the unique challenges of embedded systems.
1. Firmware Analysis
Deep binary analysis and function matching using advanced ML models.
2. ML Fuzzing
Deploy specialized fuzzing for embedded targets with hardware awareness.
3. HBOM/SBOM
Generate comprehensive hardware/software bills of materials with CycloneDX.
4. HLS Refactoring
Transform C code to HLS for hardware acceleration with LLM assistance.
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Email Us
nikflipflop@gmail.com
Call Us
+380-50-97-38-170
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Bannyi Lane, 1
Kharkiv, 61000, Ukraine