Visualizing How CNNs See Images
5Using convolutional layers to process image, text, and other data is a very common technique. How, though, does the CNN "see" your data? What are the filters doing?
Join David Hoelzer as he walks you through an explanation and demonstration of how to visualize what your CNNs are doing!
David Hoelzer, the operations chief for Enclave Forensics, Inc. and a managing partner with Occulumen, Ltd. (and SANS Fellow) will lead this livestream. David has more than thirty years of experience in the IT and cybersecurity fields, with more than 25 years specifically in the network monitoring, SOC operations, and incident response fields.
David leads the machine learning function within Enclave Forensics and is the author of both SANS SEC503 (Intrusion Detection In-Depth) and SANS SEC595 (Applied Data Science and Machine Learning/AI for Cybersecurity Professionals).
Learn more about:
SANS SEC595: sans.org/sec595
SANS SEC503: sans.org/sec503
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