{"id":4004,"date":"2025-04-10T13:49:26","date_gmt":"2025-04-10T17:49:26","guid":{"rendered":"https:\/\/engineering.jhu.edu\/ExecEd\/?post_type=course&p=4004"},"modified":"2025-09-10T14:26:22","modified_gmt":"2025-09-10T18:26:22","slug":"jhu-online-course-advanced-malware-and-network-anomaly-detection","status":"publish","type":"course","link":"https:\/\/engineering.jhu.edu\/ExecEd\/course\/jhu-online-course-advanced-malware-and-network-anomaly-detection\/","title":{"rendered":"Advanced Malware and Network Anomaly Detection"},"content":{"rendered":"\n
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Advanced Malware and Network Anomaly Detection<\/h1>\n\n\n
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Start anytime. Work at your own pace.<\/p>\n\n\n

Catch metamorphic malware, advanced persistent threats, and zero-day exploits<\/p>\n\n\n

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Start Now<\/a><\/div>\n<\/div>\n\n\n\n
Request Info<\/a>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n
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<\/rect><\/g><\/path><\/g><\/polygon><\/polygon><\/polygon><\/g><\/svg><\/span>Cybersecurity<\/span><\/span><\/p>\n\n\n\n

<\/title><\/path><\/path><\/path><\/circle><\/svg><\/span>Online Self-Paced<\/span><\/span><\/p>\n<\/div>\n\n\n\n
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Instructor: Dr. Lanier Watkins<\/a><\/p>\n\n<\/div><\/div>\n<\/div>\n\n\n

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<\/path><\/svg><\/span>Curriculum designed and delivered by Johns Hopkins faculty<\/a><\/span><\/p>\n\n\n\n

<\/path><\/svg><\/span>LIVE monthly seminars and office hours<\/a> <\/span><\/p>\n\n\n\n

<\/path><\/svg><\/span>Engaging learning including video walkthroughs and hands-on activities<\/a><\/span><\/p>\n\n\n\n

<\/path><\/svg><\/span>Satisfaction guaranteed<\/a>: Explore the course with no risk.<\/strong><\/span><\/p>\n<\/div>\n\n<\/div><\/div>\n\n<\/div>\n\n

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Shape-shifting malware, APTs, and zero-day exploits increasingly evade traditional detection methods, creating critical security gaps that AI\/ML are uniquely positioned to address.

Building on the classification fundamentals from his Introduction to AI for Cybersecurity <\/a>course, Dr. Lanier Watkins<\/a> now guides you through creating advanced detection systems that identify threats signature-based methods consistently miss. Using Jupyter notebooks and ML libraries like scikit-learn, you’ll develop sophisticated security solutions<\/a> for malware analysis, botnet detection, and industrial control system protection.

By course completion, you’ll possess a toolkit of AI-powered security implementations<\/a>\u2014including models for self-modifying malware detection, pattern recognition for unknown threats, and transparent AI for network anomaly detection. These skills enable you to implement adaptive security solutions that don’t rely solely on known signatures, significantly strengthening your defense capabilities.<\/p>\n<\/div>\n\n\n\n

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Prerequisites <\/h2>\n\n\n\n

You should have a basic understanding of Python programming and fundamental cybersecurity concepts such as authentication and network threats. <\/p>\n<\/div>\n\n\n\n

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No Risk: Satisfaction Guaranteed<\/h2>\n\n\n\n

Feel confident in your learning journey! If the course content is too advanced, not advanced enough<\/em>, or simply doesn\u2019t meet your expectations, we\u2019ve got you covered with our money-back guarantee. Just contact our team within 7 days from purchase to receive a full refund\u2014no questions asked.<\/strong> <\/p>\n<\/div>\n\n\n\n

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Meet Your Instructor<\/h2>\n\n\n\n

Dr. Lanier Watkins<\/h3>\n\n\n\n

Johns Hopkins University, Johns Hopkins Applied Physics Laboratory<\/em><\/p>\n<\/div>\n\n\n\n

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Lanier Watkins is Principal Professional Staff in the Critical Infrastructure Protection Group at the Johns Hopkins Applied Physics Laboratory, Assistant Technical Director of the Johns Hopkins Information Security Institute, and Chair of Johns Hopkins Engineering’s #1 ranked online master’s programs in Computer Science and Cybersecurity<\/strong>.<\/p>\n<\/div>\n\n\n\n

Dr. Watkins is Here to Help!<\/strong><\/h4>\n\n\n\n

Questions about course content? Looking for insight on specific cyberthreats? Stop by monthly Zoom office hours<\/strong> to talk with Lanier and fellow students about what you’re learning in the course and the past, present, and future of cybersecurity. <\/p>\n<\/div>\n\n\n\n

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Projects You’ll Build (With Expert Guidance)<\/h2>\n\n\n\n

With ready-to-use Jupyter notebooks and working code examples<\/strong>, Dr. Watkins will walk you through creating…<\/p>\n\n\n\n