VACS: Visual Analytics Suite for Cyber Security - Visual Exploration of Cyber Security Datasets
نویسندگان
چکیده
Visual exploration of cyber security datasets is an important and highly relevant field of research. To address the cyber security challenge of the VAST Challenge 2013, we utilized our novel Visual Analytics Suite for Cyber Security (VACS) to visually explore the given datasets using a combination of different visual representations. VACS primarily provides a dashboard view, host-based thumbnail overview and a querying interface to retrieve and drill down to investigate suspicious hosts.
منابع مشابه
Multi-aspect visual analytics on large-scale high-dimensional cyber security data
In this article, we present a visual analytics system, SemanticPrism, which aims to analyze large-scale highdimensional cyber security datasets containing logs of a million computers. SemanticPrism visualizes the data from three different perspectives: spatiotemporal distribution, overall temporal trends, and pixel-based IP (Internet Protocol) address blocks. With each perspective, we use seman...
متن کاملEEVi –Framework and Guidelines to Evaluate the Effectiveness of Cyber- Security Visualization
Cyber-security visualization aims to reduce security analysts’ workload by presenting information as visual analytics instead of a string of text and characters. However, the adoption of the resultant visualizations by security analysts, is not widespread. The literature indicates a lack of guidelines and standardized evaluation techniques for effective visualization in cyber-security, as a rea...
متن کاملVAFLE: visual analytics of firewall log events
In this work, we present VAFLE, an interactive network security visualization prototype for the analysis of firewall log events. Keeping it simple yet effective for analysts, we provide multiple coordinated interactive visualizations augmented with clustering capabilities customized to support anomaly detection and cyber situation awareness. We evaluate the usefulness of the prototype in a use ...
متن کاملTowards Agile Cyber Analysis: Leveraging Visualization as Functions in Collaborative Visual Analytics
Considering the fact that cyber analysts always work in group, it is important to study how multiple analysts can collaborate efficiently in visual analysis for cyber security. A following problem is how to make visualization more agile and sustainable in order to support collaborative visual analytics. Therefore, we developed a hybrid, scalable and distributed system for real-time collaborativ...
متن کاملBirhanu Eshete
My research interests span the areas of systems security, cyber-crime analysis, big-data security analytics, and machine learning for security. In systems security, I particularly focus on the analysis and detection of advanced and persistent threats, web application security, and web-borne malware defense. In cyber-crime analysis, I focus on malicious sites/URLs, exploit kits, and ransomware. ...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2013