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Problem:
Ransomware & data breaches are among the biggest threats in CSE.
Hackers steal or lock sensitive information (e.g., bank, hospital, government data) and demand payment.
Causes: weak passwords, phishing, outdated software, poor security policies.
Impact today: financial loss, data leaks, loss of trust, even national security risks.
Solution:
Zero Trust Security → “Never trust, always verify” (every access request is verified).
AI-driven threat detection → ML models detect unusual behavior instantly.
Blockchain for data storage → tamper-proof and decentralized records.
Regular updates & awareness → patching systems and training users.
Working (How it functions):
1. AI monitors activity → detects abnormal login attempts or sudden file encryption.
2. System auto-isolates threats → infected devices are cut off before spreading.
3. Zero Trust authentication → every request (even inside the company network) is re-verified using MFA (multi-factor authentication).
4. Blockchain backup → keeps encrypted, distributed copies of important data, so even if hackers attack, data isn’t lost.
5. User awareness programs → reduce phishing success rates drastically.
Impact & Change:
Short-term impact:
Fewer successful ransomware attacks.
Faster detection & response (minutes instead of days).
Long-term change:
More secure digital infrastructure for banks, healthcare, government, and individuals.
Reduced financial losses and protection of sensitive data.
Higher trust in online systems → smoother digital economy growth.
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