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Android Malware Detection using Machine Learning: Data-Driven Fingerprinting and Threat Intelligence (Advances in Information Security #86)
The authors develop a malware fingerprinting framework to cover accurate android malware detection and family attribution in this book. The authors emphasize the following: (1) the scalability over a large malware corpus; (2) the resiliency to common obfuscation techniques; (3) the portability over ... More
Language: ENGCopyright: 2021 -
Binary Code Fingerprinting for Cybersecurity: Application to Malicious Code Fingerprinting (Advances in Information Security #78)
by He Huang • Lingyu Wang • Mourad Debbabi • Amr Youssef • Djedjiga Mouheb • Saed Alrabaee • Paria Shirani • Ashkan Rahimian • Lina Nouh • Aiman HannaThis book addresses automated software fingerprinting in binary code, especially for cybersecurity applications. The reader will gain a thorough understanding of binary code analysis and several software fingerprinting techniques for cybersecurity applications, such as malware detection, vulnerabili... More
Language: ENGCopyright: 2020