ICISS 2015 – FlowMiner: Automatic Summarization of Library Data-Flow for Malware Analysis
Abstract: FlowMiner is a tool for automatically mining expressive, fine-grained data-flow summaries from Java library bytecode. FlowMiner captures enough information to enable context, type, field, object and flow-sensitive partial program analysis of applications using the library. FlowMiner’s summaries are compact- flow details of a library that are non-critical for future partial program analysis of applications are elided into simple […]
ICSE 2015 – Security Toolbox for Detecting Novel and Sophisticated Android Malware
Abstract: This paper presents a demo of our Security Toolbox to detect novel malware in Android apps. This Toolbox is developed through our recent research project funded by the DARPA Automated Program Analysis for Cybersecurity (APAC) project. The adversarial challenge (“Red”) teams in the DARPA APAC program are tasked with designing sophisticated malware to test […]
ICSE 2014 – Atlas: A New Way to Explore Software, Build Analysis Tools
Abstract: Atlas is a new software analysis platform from EnSoft Corp. Atlas decouples the domain-specific analysis goal from its underlying mechanism by splitting analysis into two distinct phases. In the first phase, polynomial-time static analyzers index the software AST, building a rich graph database. In the second phase, users can explore the graph directly or […]