Links that change their payload based on the time of ingestion. An algorithm scrapes a link at 3:00 AM (low traffic). The link serves safe data. At 3:01 PM (peak traffic), the link serves poisonous data. The algorithm consumes the poison, but audits show the 3:00 AM snapshot was clean.
Insert a "canary" link into your training data—one you control that always outputs "negative" sentiment. If your algorithm suddenly starts rating the canary as "positive," you know your ingestion pipeline has been sabotaged. algorithmic sabotage link
While often for espionage, stealing an algorithm’s internal logic allows a saboteur to craft precise attacks, effectively “breaking” the system’s utility for competitors. Links that change their payload based on the
Don't just check for SQL injection. Check for statistical outliers. If a link provides data that is too perfect (e.g., 100% of users rate a product 5 stars), quarantine it. Algorithms love patterns; saboteurs exploit that love. At 3:01 PM (peak traffic), the link serves poisonous data