Security Incident Fusion Tools (SIFT)
The SIFT project is defining the new specialty field of "Internet security visualization" as evidenced by our paper/software productivity and leadership in IEEE/ACM forums. An high-level overview of our research follows:

Government and business organizations use computer network infrastructures that hold a vast amount of information for system administrators and security engineers. There are typical logs common to most computer networks, but the systems are often large and dynamic, making it difficult to extract knowledge from the sea of information. Individually, each system log can be massive, causing operator overload. When overload occurs, security events can slide by unnoticed. Overload can also cause operators to disregard alarms due to high false positive rates. Even in homogeneous infrastructures, solutions from a single vendor fail to scale to medium or large networks. However, the problem is compounded because many organizations have network infrastructures from multiple vendors.

We are developing Security Incident Fusion Tools (SIFT), an integrated framework for evaluating the security of an entire computer network on a single screen. The project will address the need to discover security incidents that currently go undetected by security operations systems. Two new SIFT tools, NVisionIP and VisFlowConnect, leverage human visual cognitive abilities to process log data into knowledge for situational awareness of network security. It is estimated that human beings can visually process a screen of information at 150 Mbits per second, with the ability to discriminate relatively minor shifts in color, shape, and motion. By presenting network data visually, it can be scanned quickly, patterns in complex data rise to the surface, and inferences become intuitive. Once a security professional becomes familiar with the normal appearance of the network being monitored, it is much easier to spot attacks including new so-called "zero-day attacks". The tools are designed to give security engineers situational awareness of an entire network in order to help them determine when a network is under attack, what is being attacked, and what form the attack is taking.

Our plans for Year 2 NCASSR funding build on our successes in Year 1 with the following tasks:

* release of NVisionIP and VisFlowConnect for Internet distribution
* use human factors feedback to improve NVisionIP and VisFlowConnect
* develop advanced algorithms for processing security data and incorporate these into our visualization tools
 
Project Leads
Bill Yurcik, NCSA
Ranta Bearavolu, NCSA

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