SIM is Dead - Unless

I feel like I should post a follow-up to my recent post about SIM is dead. Here are some points I would like to clarify:

  • If I talk about SIM or SIEM, I am talking about the way current SIM solutions are working and the way they are implemented. That means things like relational database, fixed schema, parsed and normalized data, or hierarchical scaling.
  • Do I really believe that SIM is not useful? No. And I am not just saying that because I own stock in a SIM company. Just like Alex says in a comment on my original blog entry: IDS is not dead. SIM is probably not dead either. I know of quite some people that are very happy with their SIM implementation. However, there are many limitations with the way today’s SIMs are architected.
  • The architectural limits cripple the SIMs. They cannot deal with really large event volumes. With the current threat landscape this means that many use-cases cannot be implemented with a SIM. They simply can’t scale to that extent. Leverage IT search to do the heavy data lifting.

Malicious Insider Holds SF Computer Systems Hostage

What do you do if your system administrator locks you out of your critical systems, changes the root password and then quits? If you haven’t thought about this, you are not the only one. San Francisco officials are facing exactly that question. A disgruntled employee locked out all the system administrators from some fairly critical systems, as you can read in the San Francisco Chronicle.

Insider crime is an area in computer security that still doesn’t get much attention. One of the problems is that the frequency of incidents is fairly low and therefore the problem rates low on a company’s charter. However, the big problem is that the average cost of such an incident is really high. In reality, companies are still struggling with protecting their perimeter. They are worried about outside attackers, script kiddies, about their competition breaking in, attacks of Chinese hackers, Russian crime rings, etc. They should balance their efforts to protect from these threats as well as from malicious insiders.

Security Information Management (SIM) is dead

Pretty much exactly 5 years ago, in June 2003, Gartner declared Intrusion Detection Systems to be dead. Before Gartner can do so, I will state that SIM is dead.

The crime landscape has shifted. We used to be worried about network layer attacks, TCP/IP attacks where funky flags were crashing your systems. This is gone. We really don’t worry about them anymore. We have systems to stop these attacks. The crime has shifted up to the application layer. There are attacks over instant messaging, there are SQL injections, there are application layer attacks. You have to start monitoring the application layer. Compliance requirements are shifting too. For example, the PCI DSS 1.1 requires the usage of application layer firewalls by June 2008. Applications need to be verified for vulnerabilities and not just the platform.

Some of the problems I see with Security Information Management are (the first four are adapted from the Gartner IDS press release):

  • False positives in correlation rules
  • Burden on the IS organization by requiring full-time monitoring
  • A taxing incident-response process
  • An inability to monitor events at rates greater than 10.000 events per second
  • High cost of maintaining and build new adapters

Applied Security Visualization - First Proofs

picture-5.pngYesterday marked yet another milestone in my life as an author. I got the first 5 chapters of my book back from production. The Applied Security Visualization book is slowly coming together. After working on the book for one and a half years, it is great to finally see how the book is going to look. The graphs are placed on the pages and the layout is done. It finally feels like a real book. The book will be out by BlackHat at the beginning of August.

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You can pre-order the book on Amazon. It is about 400 pages and contains the following chapters:

  1. 1. Visualization
  2. 2. Data Sources

  3. 3. Visually Representing Data

  4. 4. From Data to Graphs

  5. 5. Visual Security Analysis

  6. 6. Perimeter Threat

  7. 7. Compliance

  8. 8. Insider Threat

  9. 9. Data Visualization Tools

The book ships with a live visualization CD. DAVIX, the data analysis and visualization UNIX, contains all the visualization tools discussed in chapter 9. They are all readily installed so you can use them to visualize your own data. No need to go through any crazy installation processes. The Web site for DAVIX is going to be ready by BlackHat, where we will officially launch DAVIX. If you are interested in a pre-version, drop me an email.

IT Search - A New Approach to Payment Card Industy (PCI) Compliance

pci.jpg The payment card industry data security standard, PCI DSS for short, was developed by the credit card industry to address data theft. The standard consists of twelve security requirement. Anything from traffic policies to requirements around anti virus software are covered by the standard.

If you are a company that does more than 20.000 transactions per year, you will have to implement the twelve requirements. If you are doing less, you will get away with a quarterly vulnerability scan.

IT search, Splunk, can directly address some of the areas and indirectly address most of the others. Specifically the areas where IT search assists are the following:

  • Log management (PCI requirement 10)
  • Secure & Central Log Collection (PCI requirement 10.5)
  • Audit Trail Retention (PCI requirement 10.7)
  • Daily Log Review (PCI requirement 10.6)
  • Secure Remote Access (PCI requirement 7.1)
  • File Integrity Monitoring (PCI requirements 10.2.2, 11.5 and 10.5.5)
  • PCI Control Reporting*

The Splunk for PCI application can be downloaded from SplunkBase. It provides a set of 91 searches and 57 reports, a dashboard, and a set of alerts that can be used to monitor the control objectives. The application makes use of Splunk’s IT search capabilities to address PCI. IT search has some very unique capabilities and is uniquely positioned to address PCI compliance:

Splunk Fights Phishing

images.jpgThis morning, there was yet another case of phishing that was reported by the New York Times. This phishing incident, Larger Prey Are Targets of Phishing, is interesting because of the victim demographics: executives of large companies. As I just learned, this is also referred to as whaling. We have all seen phishing emails that tried to lure us into logging into our PayPal account. But an email from the United States District Court in San Diego that has a very authentic look is a different story. Would you fall for it?

The best way to address phishing is to educate users to make sure they don’t give out personal information. Have a look at the AntiPhishing Working Group’s phishing checklist that contains a lot of specific tips to prevent successful phishing attacks.

Splunk can addresses a couple of use-cases surrounding phishing attacks:

  • Detecting, after the fact, whether someone in your company fell victim to the scam (phishing).
  • Protecting your company from being phished. (In today’s story, the United States District Court in San Diego)

Detecting Phishing Victims

Once you know about a phishing attack, you can use Splunk to figure out whether anyone in your company has fallen victim. There are a few ways to do so, depending on the attack vector:

All the Data That’s Fit to Visualize - SOURCE Boston 2008

img-62_t.jpgI was giving a talk at SOURCEBoston 2008. The topic this time was around general visualization and what has gone wrong in security visualization in the past. I showed how we can learn and steal from other disciplines, in this case, the New York Times. The NYT has done some pretty fantastic work in the area of data visualization. Their interactive market map, for example, is a great way of exploring stock data. During the talk, I outlined some of the design principles that the NYT graphics department is using when they are designing their graphs: Show - Don’t Tell.


To start my presentation, I showed a little video about security visualization (see below).

2340391938_67b956ed2e.jpgAt conferences lately, I find myself not to be the only one that talks about security visualization. More and more presentations are showing visualizations. A lot of projects are using visualization to help them analyze all the data at hand. At SOURCE, Dave Dittrich from the University of Washington, talked about BotNet analysis and visualizing network traffic captured from BotNets. He definitely has a challenge of displaying large amounts of data. We discussed some approaches and possibly, parallel coordinates, could work for his data. Parallel coordinates are what I used in my book for some BotNet traffic analysis.

Common Event Syntax

cee-logo.gifAs part of the common event expression (CEE) effort, a list of field names has been published.

If log records from different log sources have to be correlated or reports have to be generated across different log sources, a common set of field names is needed. Take a firewall log example. Assume that you have two types of firewalls in your environment: Netscreen and PIX. Both devices write different types of log entries. Assume you have a parser that extracts fields from the two logs. Each of the parsers might call fields differently, making it either impossible, or really hard to correlate these two log files. Just think about reporting. How do you find the top source addresses across both logs? These are logs from each of the firewalls:

Netscreeen:

May  5 17:01:40 45.2.0.1 NOC-FWa: NetScreen device_id=NOC-FWa [Root]
system-notification-00257(traffic): start_time=”2006-05-05 17:01:40″
duration=0 policy_id=52 service=tcp/port:26212 proto=6 src zone=backbone
dst zone=noc-mgt action=Deny sent=0 rcvd=0 src=222.81.119.59dst=45.2.121.102
src_port=7000 dst_port=26212

Pix:

Jan 18 12:43:50 192.168.1.1 %PIX-6-106015: Deny TCP (no connection)
from 208.58.193.69/1062 to a.b.c.d/443 flags ACK

If you report on “src”, you won’t get the “from” from the PIX log. We need unified names.

Common Event Expression (CEE) - Email Archives

cee-logo.gifThe common event expression (CEE) effort is moving along. If you haven’t seen much coming out of CEE, it is not that we are not working on it. We have been busy defining and hashing out various aspects of the CEE standard. I am getting ready to release a list of fields for the syntax part of CEE. The taxonomy is moving along as well and I am compiling the final pieces to release for discussion.

If you are interested in the public discussions around CEE, the Mailing list archives are now online.

Applied Security Visualization

picture-3.pngFor the past year I have been working on a book about visualization. It will be called “Applied Security Visualization“. The book is going to talk about all the aspects of visualizing security data. Anything from important data sources and graphs to use-cases and open source tools for visualization. The main use-cases I write about evolve around Perimeter Threat, Compliance, and Insider Threat.

Last year during RSA, Addison-Wesley (my publisher) recorded some videos, where I talk about the book and some of its contents. Here are the links to the videocasts:

At this point, I have one more chapter to write before the book is done. A rough-cut version should be available by RSA this year and the book should be out by BlackHat (August). Keep your fingers crossed!

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