Deep learning is increasingly used to build more robust security systems: Collection of Deep Learning Cyber Security Research Papers
The intersection of security and deep learning covers two primary areas: using deep learning to security (e.g., intrusion detection) and protecting deep learning models from vulnerabilities (e.g., adversarial attacks) . Key Security Threats to Deep Learning security
: Subtly altering input data to trick a model into making incorrect predictions. Deep learning is increasingly used to build more
: Injecting malicious data into training sets to corrupt the learning process. security