Visual Decision-Support for Live Digital Forensics
Title | Visual Decision-Support for Live Digital Forensics |
Publication Type | Conference Paper |
Year of Publication | 2021 |
Authors | Böhm, Fabian, Englbrecht, Ludwig, Friedl, Sabrina, Pernul, Günther |
Conference Name | 2021 IEEE Symposium on Visualization for Cyber Security (VizSec) |
Date Published | oct |
Keywords | Applied Computing, computer forensics, Conferences, Data visualization, decision making, digital forensics, expert systems, Human Behavior, human-centered computing, Intrusion Detection Systems, Metrics, privacy, Prototypes, pubcrawl, resilience, Resiliency, Scalability, security, Security and Privacy, Tools, visual analytics, visualization, Visualization systems and tools |
Abstract | Performing a live digital forensics investigation on a running system is challenging due to the time pressure under which decisions have to be made. Newly proliferating and frequently applied types of malware (e.g., fileless malware) increase the need to conduct digital forensic investigations in real-time. In the course of these investigations, forensic experts are confronted with a wide range of different forensic tools. The decision, which of those are suitable for the current situation, is often based on the cyber forensics experts' experience. Currently, there is no reliable automated solution to support this decision-making. Therefore, we derive requirements for visually supporting the decision-making process for live forensic investigations and introduce a research prototype that provides visual guidance for cyber forensic experts during a live digital forensics investigation. Our prototype collects relevant core information for live digital forensics and provides visual representations for connections between occurring events, developments over time, and detailed information on specific events. To show the applicability of our approach, we analyze an exemplary use case using the prototype and demonstrate the support through our approach. |
DOI | 10.1109/VizSec53666.2021.00012 |
Citation Key | bohm_visual_2021 |
- Metrics
- Visualization systems and tools
- visualization
- visual analytics
- tools
- security and privacy
- security
- Scalability
- Resiliency
- resilience
- pubcrawl
- Prototypes
- expert systems
- Intrusion Detection Systems
- human-centered computing
- Human behavior
- Digital Forensics
- Decision Making
- Data visualization
- Conferences
- Computer Forensics
- Applied Computing
- privacy