Team ikigai Presentation Final.pptx

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ikigai

Data & Analytics

Team ikigai
Multidimensional Impact Assessment
to enhance the cybersecurity of
mobile applications in India
Lujain Alsedeg, Leo Harrison, Himanshu Upadhyay, Alvin Chen, and Utkarsh Singh

Stakeholders’
Challenge
• 1 billion internet user by
2026.
• Lack of simplicity in
privacy policy.
• Breach of Personal Data
Lack of Cyber
Professionals/
Information
Sharing Platforms
Reliance on private-
public partnerships
Lack of internal
coordination
Insights Generation
& Communication
Consumers Businesses
Government Cybersecurity
Firms

● Selected 50 startups enterprises from India.
● Selected a sample of 10 mobile apps and their common vulnerabilities
● Extract vulnerability description, label, and label data to build NLP models
● Make graphs and tables to evaluate data for cybersecurity risks.
● Make policy recommendations to mitigate risks.

Insights based on Data Analysis (NLP)

5
Recommendations
Data Security Labeling
Certification
Cyber Assessment
Forum
Data Protection Impact
Assessment
Differential Privacy
Behavioral Tools:
MINDSPACE

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