Cyber_Alert_Digest_SIH2025_Final.pptx bhghv

Cyber_Alert_Digest_SIH2025_Final.pptx bhghv

• 1.
  SMART INDIA HACKATHON2025 Problem Statement ID: SIH1678 – Real-time feeds of cyber incidents pertaining to Indian Cyber Space Project Title: Cyber Alert Digest for India Theme: Cyber Security Category: Software Team: Team Iliyas (Team ID: XXXX) Contact: iliyas@example.com
• 2.
  IDEA TITLE - AI-poweredaggregator for India-specific cyber incidents - Collects from Twitter/X, CERT-In, RSS feeds, Pastebin, APIs - Automatically filters, categorizes & summarizes incidents Innovation & Uniqueness: - India-first focused feed with AI-based curation - Zero-shot classification & summarization (Hugging Face) - Lightweight & hackathon-feasible prototype
• 3.
  TECHNICAL APPROACH Tech Stack: -Backend: Python, BeautifulSoup, Tweepy, SQLite/JSON - AI: Hugging Face (BERT, DistilBERT, Summarization models) - Frontend: Streamlit / React + Chart.js Process Flow: Sources Scraper Database AI (classify + summarize) Dashboard → → → →
• 4.
  FEASIBILITY & VIABILITY -Uses free-tier APIs & open-source models - Prototype runs locally; demo-ready in hackathon timeframe Challenges & Solutions: - Noise & false positives Keyword filtering & source prioritization → - API rate limits Caching & scheduled polling → - Model errors Confidence thresholds & human-in-loop review →
• 5.
  IMPACT & BENEFITS -Centralized, India-specific cyber threat intelligence - Supports CERT-In, enterprises, students, researchers Benefits: - Saves analysts’ time with concise summaries - Reduces noise & focuses on actionable incidents - Builds foundation for cyber-resilient India
• 6.
  RESEARCH & REFERENCES -CERT-In advisories (https://cert-in.org.in) - Hugging Face Transformers (BERT, DistilBERT, Summarization) - The Hacker News, Krebs on Security, BleepingComputer - Pastebin API, NewsAPI, GNews - Academic & industry whitepapers on cyber threat intelligence