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Malware Detection Courses

FeatureSmith - Automatically Engineering Features for Malware Detection by Mining the Security Literature
Association for Computing Machinery (ACM) via YouTube
A New Trend for the Blue Team - Using a Symbolic Engine to Detect Evasive Forms of Malware - Ransomware
Black Hat via YouTube
New Memory Forensics Techniques to Defeat Device Monitoring Malware
Black Hat via YouTube
Mem2Img - Memory-Resident Malware Detection via Convolution Neural Network
Black Hat via YouTube
Static Detection of Novel Malware Using Transfer Learning with Deep Neural Networks
BSidesLV via YouTube
Building Realistic Machine Learning Systems for Security
USENIX Enigma Conference via YouTube
Classifiers Under Attack: Evasion Techniques and Defensive Strategies
USENIX Enigma Conference via YouTube
Adversarial Examples in Machine Learning - Crafting and Defending Against Attacks
USENIX Enigma Conference via YouTube
Hunting Android Malware - A Novel Runtime Technique for Identifying Applications
BruCON Security Conference via YouTube
Detecting Malware Even When It Is Encrypted
BruCON Security Conference via YouTube
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