2020/12/08 by Ryan K. L. Ko, Ko, Ryan K L · 1 citation
Computer Science · #Advanced Malware Detection Techniques #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #I.2.2 #I.2.m #K.4.0 #K.4.1 #Network Security and Intrusion Detection #Security and Verification in Computing #Software Engineering (cs.SE)
paper · pdf · doi:10.48550/arxiv.2012.04405
openalex publication_date 2020/12/08 · openalex created_date 2020/12/21 · openalex updated_date 2026/07/28
This paper sets the context for the urgency for cyber autonomy, and the current gaps of the cyber security industry. A novel framework proposing four phases of maturity for full cyber autonomy will be discussed. The paper also reviews new and emerging cyber security automation techniques and tools, and discusses their impact on society, the perceived cyber security skills gap/shortage and national security. We will also be discussing the delicate balance between national security, human rights and ethics, and the potential demise of the manual penetration testing industry in the face of automation.