Principal Engineer, Intel Corp
Zheng Zhang is a principal engineer at Intel. He is leading the SW architecture of Intel® Threat Detection Technology. Before his current role, he was a principal engineer in McAfee, specializing in anti-malware research and development. He holds a Ph.D. degree in electrical engineering.
Rahuldeva Ghosh and Dr. Zheng Zhang
HW can reveal the execution of even the best concealed malicious code at an instruction level. This talk goes into details of how scalable, deployable, runtime threat and anomaly detection solutions can be built with CPU telemetry and machine learning. Specifics of telemetry sources, feature selection, overhead management and platform domain specific design considerations will be discussed.
Pre-Requisites: Basic understanding of exploits/malwar and machine learning.
Some knowledge of Intel architecture would be helpful but not absolutely required.
