Collaborator: Webacy

Objective: Build knowledge, skills, and mindset to solve a data analytics challenge related to smart contract vulnerabilities.

Program Structure

Week 1: Data Labeling

• Focus: Understanding data labeling and its importance.
• Activities:
  • Learn about Web3 and smart contracts.
  • Identify and label smart contract vulnerabilities using predefined risk tags.

Week 2: Data Validation

• Focus: Enhancing dataset reliability.
• Activities: Validate the accuracy of data labels applied by peers.

Week 3: Frequency and Correlation Analysis

• Focus: Building data analysis proficiency.
• Activities:
  • Analyze the frequency of each risk tag.
  • Identify significant associations between different risk tags.

Week 4: Risk Profiling

• Focus: Advanced data analysis techniques.
• Activities:
  • Perform cluster analysis to find common risk profiles among smart contracts.

Cluster Analysis Preview

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