
Common Threat Intelligence Platform Mistakes and Fixes
Most organisations waste intelligence by failing to map external data to their specific internal asset inventory and detection capabilities.
Everything Cipher Insider has reported about detection engineering: 5 stories, newest first. Part of our Threat Intelligence coverage.

Most organisations waste intelligence by failing to map external data to their specific internal asset inventory and detection capabilities.

Detection engineering shifts focus from passive log collection to actively crafting logic that separates malicious behaviour from the noise of normal operations.

Honeypots reduce false positives by isolating legitimate traffic from malicious activity, turning silent network noise into actionable intelligence.

Most canary token failures stem from poor placement logic and noisy baseline data, not from sophisticated attacker evasion or broken cryptographic mechanisms.

Canary tokens offer low-cost early warning of data exfiltration or credential compromise by alerting you when an attacker interacts with hidden digital bait.