A Survey of Visualization Systems for Malware Analysis (Unknown language)

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Due to the increasing threat from malicious software (malware), monitoring of vulnerable systems is becoming increasingly important. The need to log and analyze activity encompasses networks, individual computers, as well as mobile devices. While there are various automatic approaches and techniques available to detect, identify, or capture malware, the actual analysis of the ever-increasing number of suspicious samples is a time-consuming process for malware analysts. The use of visualization and highly interactive visual analytics systems can help to support this analysis process with respect to investigation, comparison, and summarization of malware samples. Currently, there is no survey available that reviews available visualization systems supporting this important and emerging field. We provide a systematic overview and categorization of malware visualization systems from the perspective of visual analytics. Additionally, we identify and evaluate data providers and commercial tools that produce meaningful input data for the reviewed malware visualization systems. This helps to reveal data types that are currently underrepresented, enabling new research opportunities in the visualization community.

Table of contents conference proceedings

The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.

1
A Survey of Multi-faceted Graph Visualization
Hadlak, Steffen / Schumann, Heidrun / Schulz, Hans-Jörg | 2015
21
The State of the Art in Visualizing Group Structures in Graphs
Vehlow, Corinna / Beck, Fabian / Weiskopf, Daniel | 2015
41
A Survey of Graph-Based Representations and Techniques for Scientific Visualization
Wang, Chaoli | 2015
61
Visualization of Biomolecular Structures: State of the Art
Kozlikova, Barbora / Krone, Michael / Lindow, Norbert / Falk, Martin / Baaden, Marc / Baum, Daniel / Viola, Ivan / Parulek, Julius / Hege, Hans-Christian | 2015
83
On Close and Distant Reading in Digital Humanities: A Survey and Future Challenges
Jänicke, Stefan / Franzini, Greta / Cheema, Muhammad Faisal / Scheuermann, Gerik | 2015
105
A Survey of Visualization Systems for Malware Analysis
Wagner, Markus / Fischer, Fabian / Luh, Robert / Haberson, Andrea / Rind, Alexander / Keim, Daniel A. / Aigner, Wolfgang | 2015
127
Visualizing High-Dimensional Data: Advances in the Past Decade
Liu, Shusen / Maljovec, Dan / Wang, Bei / Bremer, Peer-Timo / Pascucci, Valerio | 2015