Friday, May 8, 2015

Machine Learning – Intelligent Security Data Analytics

Ran across a fascinating TED video which provides insight into just a close we are to meaningful security data analytics.

Machine learning systems within the last year now process images, signs, and information with more accuracy than a human. The extraordinary Deep Learning algorithm allows scientists to build learning systems without prior knowledge of the subject and solve previously unsolvable problems. Unsolvable… not because of computational power limitations… but because people don’t know how to solve the problem. The machine, however, can learn about and figure out new ways of solving problems that people have not yet thought about. This is different from programmatically writing the logic for how to solve problems.

Consider speed and analysis of system operations with accuracy and capability beyond what a human being can process, scaled to consume the entire output of the data centers operational output (errors, logs, alerts). This is beyond building rules to identify bad traffic and malicious events. This is about enabling a deep learning machine to read every known book, website, web forum, data feed, dark web content, and become a security powerhouse with ultimate knowledge of your data center.

Sound crazy? Far-off? Watch the video below.

Jeremy Howard

Monday, March 30, 2015

The Emerging Recognition of Governance

Thank you Verizon. Fantastic report. The authors did a wonderful job and my hat is off to you. Thank you Dark Reading. Thank you twit.

Governance really is THAT important.

Security used to look something like this… Then organizations started to focus on compliance when Sarbanes-Oxley and in PCI became mandatory and prevalent. Security professionals realized that compliance in and of itself wasn't enough, and the focus shifted to addressing risk. Problem is that people still feel like they are playing Wack-a-Mole. The governance problem started becoming… A problem. It grew geometrically with the number of different new systems, vendors, applications, interconnections, interfaces, and dependencies.

During the lifecycle of the system there are different security and risk challenges that must be solved, such as those described in context of a PCVMR Cycle, which recognizes the importance of maintaining the system over time.

Let's look at operational hygiene, or governance, in the lands of a state security model. You start at the 0 when the system has been validated/authorized for operations. Ideally at that moment in time the system is fully secure without any flaws. You've tested the system against known attacks and established that the system is properly secured to your baselines. Over time, however, the adjusted state for where you should be is a slight trajectory upwards with some growth to recognize changes in security posture/configurations, architecture, design, firmware, patches, control inheritance, additional solutions, etc.

Compare the state of where you should be vs. the day 0 configuration and what you find is that over time you have a greater gap. Let's call this current state vs. secure state gap "drift". The drift/gap gets larger over time, and leaves you susceptible to compromise. Now go back and look at the wonderful statistics the Verizon team put together and read the column in red.

Does compliance = security? Depends. Depends on whether you recognize a properly implemented risk management framework as necessary to meeting the compliance requirements. Depends on whether you recognize compliance requirements must be managed over time. Depends on whether you have the right people who understand, processes that enforce, and tools that execute and track governance of your systems.

Tuesday, February 10, 2015

Discussion of SCADA and Multitenant Environments

Here's a reminder that a technical control failure can be driven by management/administrative and/or governance failures. Recently, a conversation focused on multitenant environments handling very different data types and sensitivities.

I would not put SCADA/PLC power distribution control systems on the same physical frame as consumer payment processing or anything else externally accessible. It's not simply a matter of whether the system can be secured. It's a matter of who is ultimately responsible for the security of the system. The security of the system is going to be hard enough. If there is confusion as to who is responsible for system security, then you significantly increase the likelihood of control failures from system drift over time.

Thursday, January 22, 2015

"We've got you covered!" Be careful. Be very very careful.

Very interesting day today listening to a vendor discuss how they have security covered. To hear them speak, you would think that they have covered security from soup to nuts. In ways that you can only fathom imaginable.

Read the fine print.

Better yet. Read your authoritative sources, risk management process findings, and understand your own requirements.

Three years ago I enrolled my little boys in MMA classes. They enjoyed it so much that I very soon got them started in private lessons with a professional UFC fighter. What I found to be fascinating was that despite his repertoire of tricks and experience, he often went back to the basics of what was necessary to succeed in a fight. Sure, the extra stuff can take you over the top. But if you don't understand the fundamentals, you're setting yourself up for failure.

Security is the same way. You can look at all of the new bells and whistles on the market, but if you can't execute on the fundamentals, you're setting yourself up for failure.

Perhaps one of the more interesting moments I've had in this industry came when a friend simply said to me, "Chris, this doesn't have to be that difficult. As long as you can control access to the data, you win. Every time."

On the surface of it, this is true. However, executing this idea is more than just access controls. He knew this, and that led into the discussion of the different vectors which were either a path, or gateway component, for access to the data and exfiltration of the data. The network is a critical piece of this architecture, and absolutely must be secured with appropriate access controls, intrusion prevention, network behavior anomaly detection, etc., etc..

Other things to consider include endpoint protection, log collection, log analytics, data loss prevention, and other controls that identify a potential compromise in the secure state of your system security. Don't lose sight of the big picture. Keep in mind the comprehensive set of controls necessary to protect access to data, inclusive of context. Subject. Data object. Paths. Demarcation points.

Remember technology affects every part of the infrastructure. At its best, security is a competitive differentiator. At its worst, security is your competitors differentiator.

Wednesday, December 17, 2014

Significant Update to SP 800-53a – Building Effective Assessment Plans

Released 12/11/14…
SP 800-53a is the sister document to SP 800-53.
NIST Special Publication 800-53 Revision 4
This document is the body of controls.
NIST Special Publication 800-53A Revision 4
This document provides guidance on how to assess – test for compliance – each control outlined in the body of controls.

Sunday, October 5, 2014

BAD USB Opportunities and GOOD USB Drives

The first thought that immediately came to mind wasn't so much just counterfeit or cheaply made USB devices, but also USB chargers. We plug our android, blackberry, and iPhones into inexpensive chargers bought off Amazon.… Makes me wonder if it's really a good deal. Or just an incredibly wonderful opportunity for a nationstate that manufactures those devices and already understands this and many other exploits capable of going unnoticed.

Reading articles such as this well-written bit by , thinking about Cottonmouth, and considering the pervasiveness of potential compromised devices.... you can understand the effectiveness of this attack vector. Then consider the likely reuse of these compromised devices. They are going to be around for a long, long time.

GitHub Link:

By the way, trusted USB devices… Excellent opportunistic marketing for a device that was ahead of its time... Smart company.

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