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Comprehension-Driven Program Analysis (CPA) for Malware Detection in Android Phones

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Τίτλος: Comprehension-Driven Program Analysis (CPA) for Malware Detection in Android Phones
Συγγραφείς: Kothari, Suraj
Συνεισφορές: IOWA STATE UNIV AMES
Πηγή: DTIC
Έτος έκδοσης: 2015
Συλλογή: Defense Technical Information Center: DTIC Technical Reports database
Θεματικοί όροι: Computer Programming and Software, Computer Systems Management and Standards, Human Factors Engineering & Man Machine System, COMPUTER NETWORK SECURITY, COMPUTER VIRUSES, DATA MINING, MOBILE COMPUTING, AUTOMATION, COMPUTER PROGRAMS, INFORMATION EXCHANGE, MAN MACHINE SYSTEMS, NETWORK FLOWS, OPERATING SYSTEMS(COMPUTERS), PARALLEL PROCESSING, PATTERN RECOGNITION, REASONING, RELATIONAL DATA BASES, SCALING FACTOR, SEMANTICS, SYSTEMS ANALYSIS, TARGET CLASSIFICATION, TARGET DETECTION, ANDROID OPERATING SYSTEMS, ANDROID MALWARE, GRAPH PARADIGM FOR SOFTWARE ANALYSIS, MAN-MACHINE SYSTEMS TO REASON ABOUT LARGE SOFTWARE, AUTOMATED SUMMARIZATION OF SOFTWARE LIBRARIES, PE61101E, WUAFRLAPAC9776
Περιγραφή: The DARPA APAC program gave us an opportunity to make three important technological advances: (a) A graph database program analysis platform and a graph schema for representing program semantics that together facilitate both automation and human comprehension. (b) Malware analysis techniques and its incorporation in a security toolbox to provide a man-machine analysis system to detect novel, sophisticated Android malware. (c) An innovative library summarization technique and its incorporation in the FlowMiner tool that mines expressive, compact information flow summaries from a library for accurate and scalable partial program analysis. The challenge apps were very useful in evolving our technologies and understanding its limitations. Details of technological advances, our experiences and observations are outline in this report.
Τύπος εγγράφου: text
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Γλώσσα: English
Relation: http://www.dtic.mil/docs/citations/ADA621995
Διαθεσιμότητα: http://www.dtic.mil/docs/citations/ADA621995
http://oai.dtic.mil/oai/oai?&verb=getRecord&metadataPrefix=html&identifier=ADA621995
Rights: Approved for public release; distribution is unlimited.
Αριθμός Καταχώρησης: edsbas.52F11002
Βάση Δεδομένων: BASE
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  Data: The DARPA APAC program gave us an opportunity to make three important technological advances: (a) A graph database program analysis platform and a graph schema for representing program semantics that together facilitate both automation and human comprehension. (b) Malware analysis techniques and its incorporation in a security toolbox to provide a man-machine analysis system to detect novel, sophisticated Android malware. (c) An innovative library summarization technique and its incorporation in the FlowMiner tool that mines expressive, compact information flow summaries from a library for accurate and scalable partial program analysis. The challenge apps were very useful in evolving our technologies and understanding its limitations. Details of technological advances, our experiences and observations are outline in this report.
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      – Text: English
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      – SubjectFull: Computer Systems Management and Standards
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      – SubjectFull: Human Factors Engineering & Man Machine System
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