Software Security Lab
Welcome to Software Security Lab at Hanyang University
Our Research Areas
Malware Analysis & Binary Anaysis
- Analyze binary executable files
- Various static/dynamic features of executable files are considered
- Various machine learning techniques are tested to improve analysis accuracy
- Analysis tools: PEiD, PEview, IDA Pro, Cuckoo Sandbox, PIN tool, Ollydbg, …
- Topics: CFG analysis, API-based analysis, frequency-based analysis, Visualization, …
AI-based Cyber Security
- AI-based malware analysis
- Malware classification using machine learning
- Symbolic execution with reinforcement learning
- Android malware analysis using multi-modal neural networks
- AI-based Network security & Intrusion Detection, Anomaly Detection
IoT Security & Firmware Analysis
- Security analysis of IoT devices and IoT services
- Firmware binary analysis
- Firmware vulnerability analysis
- Fuzzing testing
Automobile Security
- In-vehicle network(CAN) anomaly detection
- Research on car hacking and defense methods