Hands On System Design - Distributed Systems Implementation

Hands On System Design - Distributed Systems Implementation

Day 159: Implementing IOC Scanning - Your Digital Security Guard

Apr 24, 2026
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WHAT WE’RE BUILDING TODAY

Yesterday you built user behavior analytics to detect anomalous patterns. Today we’re adding Indicators of Compromise (IOC) scanning - a threat detection system that matches your logs against known attack signatures in real-time. By day’s end, you’ll have a security scanner processing thousands of logs per second, instantly flagging malicious IP addresses, suspicious file hashes, and known malware domains.

Today’s Agenda:

  • Real-time IOC pattern matching engine

  • Threat intelligence feed integration

  • Multi-source IOC database with automatic updates

  • Security alert generation with severity scoring

  • Live threat detection dashboard

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THE SECURITY GUARD MENTAL MODEL

Imagine a security guard at a building entrance checking visitors against a watchlist. They compare each person’s ID to a database of known threats - banned individuals, wanted criminals, security risks. IOC scanning works identically: every log entry gets checked against databases of known malicious indicators before entering your system.

At GitHub, their security systems scan millions of code commits daily against databases of leaked credentials, known malware signatures, and suspicious API keys. A single match can prevent massive data breaches. Cloudflare processes 46 million HTTP requests per second, matching each against threat intelligence feeds to block attacks before they reach customer systems.

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UNDERSTANDING INDICATORS OF COMPROMISE

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