The Adversarial Cybersecurity Automation Lab (ACAL) explores the far edges of the cyberspace in search for signs of non-mainstream adversarial life. ACAL’s automatic rovers and pathfinders constantly roam the Internet-of-Trolls sending regular snapshots of new information with questionable faithfulness to known facts. Malexa, Alexa’s malicious twin, dwells in the corridors of ACAL. So are the TrollHunter, WikipediaBot and the Out-of-Context Summarizer. It’s never idle at ACAL as the cyberspace constantly expands. We envision, design, develop, and launch our missions from downtown Chicago.