LEADER 04857nam 22006855 450 001 9910380747403321 005 20200630005329.0 010 $a3-030-34238-7 024 7 $a10.1007/978-3-030-34238-8 035 $a(CKB)4100000010480301 035 $a(DE-He213)978-3-030-34238-8 035 $a(MiAaPQ)EBC6126701 035 $a(PPN)242979483 035 $a(EXLCZ)994100000010480301 100 $a20200229d2020 u| 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aBinary Code Fingerprinting for Cybersecurity$b[electronic resource] $eApplication to Malicious Code Fingerprinting /$fby Saed Alrabaee, Mourad Debbabi, Paria Shirani, Lingyu Wang, Amr Youssef, Ashkan Rahimian, Lina Nouh, Djedjiga Mouheb, He Huang, Aiman Hanna 205 $a1st ed. 2020. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2020. 215 $a1 online resource (XXI, 247 p. 77 illus., 31 illus. in color.) 225 1 $aAdvances in Information Security,$x1568-2633 ;$v78 311 $a3-030-34237-9 320 $aIncludes bibliographical references. 327 $a1 Introduction -- 2 Binary Analysis Overview -- 3 Compiler Provenance Attribution -- 4 Library Function Identification -- 5 Identifying Reused Functions in Binary Code -- 6 Function Fingerprinting -- 7 Free Open-Source Software Fingerprinting -- 8 Clone Detection -- 9 Authorship Attribution -- 10 Conclusion. 330 $aThis book addresses automated software fingerprinting in binary code, especially for cybersecurity applications. The reader will gain a thorough understanding of binary code analysis and several software fingerprinting techniques for cybersecurity applications, such as malware detection, vulnerability analysis, and digital forensics. More specifically, it starts with an overview of binary code analysis and its challenges, and then discusses the existing state-of-the-art approaches and their cybersecurity applications. Furthermore, it discusses and details a set of practical techniques for compiler provenance extraction, library function identification, function fingerprinting, code reuse detection, free open-source software identification, vulnerability search, and authorship attribution. It also illustrates several case studies to demonstrate the efficiency, scalability and accuracy of the above-mentioned proposed techniques and tools. This book also introduces several innovative quantitative and qualitative techniques that synergistically leverage machine learning, program analysis, and software engineering methods to solve binary code fingerprinting problems, which are highly relevant to cybersecurity and digital forensics applications. The above-mentioned techniques are cautiously designed to gain satisfactory levels of efficiency and accuracy. Researchers working in academia, industry and governmental agencies focusing on Cybersecurity will want to purchase this book. Software engineers and advanced-level students studying computer science, computer engineering and software engineering will also want to purchase this book. 410 0$aAdvances in Information Security,$x1568-2633 ;$v78 606 $aData protection 606 $aBiometrics (Biology) 606 $aComputer crimes 606 $aSecurity$3https://scigraph.springernature.com/ontologies/product-market-codes/I28000 606 $aBiometrics$3https://scigraph.springernature.com/ontologies/product-market-codes/I22040 606 $aCybercrime$3https://scigraph.springernature.com/ontologies/product-market-codes/1B7000 615 0$aData protection. 615 0$aBiometrics (Biology). 615 0$aComputer crimes. 615 14$aSecurity. 615 24$aBiometrics. 615 24$aCybercrime. 676 $a005.8 700 $aAlrabaee$b Saed$4aut$4http://id.loc.gov/vocabulary/relators/aut$0981307 702 $aDebbabi$b Mourad$4aut$4http://id.loc.gov/vocabulary/relators/aut 702 $aShirani$b Paria$4aut$4http://id.loc.gov/vocabulary/relators/aut 702 $aWang$b Lingyu$4aut$4http://id.loc.gov/vocabulary/relators/aut 702 $aYoussef$b Amr$4aut$4http://id.loc.gov/vocabulary/relators/aut 702 $aRahimian$b Ashkan$4aut$4http://id.loc.gov/vocabulary/relators/aut 702 $aNouh$b Lina$4aut$4http://id.loc.gov/vocabulary/relators/aut 702 $aMouheb$b Djedjiga$4aut$4http://id.loc.gov/vocabulary/relators/aut 702 $aHuang$b He$4aut$4http://id.loc.gov/vocabulary/relators/aut 702 $aHanna$b Aiman$4aut$4http://id.loc.gov/vocabulary/relators/aut 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910380747403321 996 $aBinary Code Fingerprinting for Cybersecurity$92239817 997 $aUNINA