product description page
Android Application Security : A Semantics and Context-aware Approach (Paperback) (Mu Zhang & Heng Yin)
About this item
This SpringerBrief explains the emerging cyber threats that undermine Android application security. It further explores the opportunity to leverage the cutting-edge semantics and context–aware techniques to defend against such threats, including zero-day Android malware, deep software vulnerabilities, privacy breach and insufficient security warnings in app descriptions.
The authors begin by introducing the background of the field, explaining the general operating system, programming features, and security mechanisms. The authors capture the semantic-level behavior of mobile applications and use it to reliably detect malware variants and zero-day malware. Next, they propose an automatic patch generation technique to detect and block dangerous information flow. A bytecode rewriting technique is used to confine privacy leakage. User-awareness, a key factor of security risks, is addressed by automatically translating security-related program semantics into natural language descriptions. Frequent behavior mining is used to discover and compress common semantics. As a result, the produced descriptions are security-sensitive, human-understandable and concise.
By covering the background, current threats, and future work in this field, the brief is suitable for both professionals in industry and advanced-level students working in mobile security and applications. It is valuable for researchers, as well.
Genre: Computers + Internet, Technology
Series Title: Springerbriefs in Computer Science
Publisher: Springer-Verlag New York Inc
Author: Mu Zhang & Heng Yin
Street Date: December 12, 2016
Item Number (DPCI): 248-34-0340
If the item details above aren’t accurate or complete, we want to know about it. Report incorrect product info.