Ai, Machine Learning and Deep Learning: A Security Perspective Hu Fei
Ai, Machine Learning and Deep Learning: A Security Perspective Hu Fei Today, Artificial Intelligence (AI) and Machine Learning/ Deep Learning (ML/DL) have become the hottest areas in information…
Specifikacia Ai, Machine Learning and Deep Learning: A Security Perspective Hu Fei
Ai, Machine Learning and Deep Learning: A Security Perspective Hu Fei
Today, Artificial Intelligence (AI) and Machine Learning/ Deep Learning (ML/DL) have become the hottest areas in information technology. Although AI/ML/DL algorithms and tools have been used in many internet applications and electronic devices, they are also vulnerable to various attacks and threats. In our society, many intelligent devices rely on AI/ML/DL algorithms/tools for smart operations.
Such attacks can make AI products dangerous to use.While this discussion focuses on security issues in AI/ML/DL-based systems (i.e., securing the intelligent systems themselves), AI/ML/DL models and algorithms can actually also be used for cyber security (i.e., the use of AI parameters may be distorted by the internal attacker; the DL input samples may be polluted by adversaries; the ML model may be misled by changing the classification boundary, among many other attacks and threats.