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May 29, 2013
Thinking about implementing analytics? Before you do that, ask yourself “What answers do I want from the data?”
After the Miami Heat lost the 2011 NBA playoffs to the Dallas Mavericks, many armchair MVPs were only too happy to explain that LeBron was not a clutch player and didn’t have what it takes to win championships in this league. Both LeBron and Coach Erik Spolestra however were determined to convert that loss into a teaching moment.
Analytics was indicated. But what was the question? According to Spoelstra, “It took the ultimate failure in the Finals to view LeBron and our offense with a different lens. He was the most versatile player in the league. We had to figure out a way to use him in the most versatile of ways — in unconventional ways.” In the last game of the 2011 Finals, James was almost listlessly loitering beyond the arc, hesitating, shying away, and failing to take advantage of his stature. His last shot of those Finals was symbolic: an ill-fated 25-foot jump shot from the outskirts of the right wing — his favorite 3-point shot location that season.
LeBron decided the correct answer was to work on the post-up game during the off season. He spent a week learning from the great Hakeem Olajuwon. He brought his own videographer to record the sessions for later review. LeBron arrived early for each session and was stretched and ready to go every time. He took the lessons to the gym for the rest of the off season. It worked. James emerged from that summer transformed. “When he returned after the lockout, he was a totally different player,” Spoelstra says. “It was as if he downloaded a program with all of Olajuwon’s and Ewing’s post-up moves. I don’t know if I’ve seen a player improve that much in a specific area in one offseason. His improvement in that area alone transformed our offense to a championship level in 2012.”
The true test of analytics isn’t just on how good they are but in how committed you are in using the data. At the 2012 NBA Finals, LeBron won the MVP title and Miami, the championship.
The lesson to learn here is to know what answers you are seeking form the data and commit to going where the data takes you.
May 22, 2013
One thing I always wished you could do in Windows auditing was mandate that access to an object be audited if the user was NOT a member of a specified group. Why? Well sometimes you have data that you know a given group of people will be accessing and for that activity you have no need of an audit trail. Let’s just say you know that members of the Engineering group will be accessing your Transmogrifier project folder and you do NOT need an audit trail for when they do. But this is very sensitive data and you DO need to know if anyone else looks at Transmogrifier.
May 14, 2013
Dan Villasenor describes two classes of cyber threat confronting critical infrastructure. Some, like the power grid, are viewed by everyone as critical, and the number of people who might credibly target them is correspondingly smaller. Others, like the internal networks in the Pentagon, are viewed as a target by a much larger number of people. Providing a high level of protection to those systems is extremely challenging, but feasible. Securing them completely is not.
While I would agree that fewer people are interested/able to hack the power grid, it reminds me of the “insider threat” problem that enterprises face. When an empowered insider who has legitimate access goes rogue, the threat can be very hard to locate and the damage can be incredibly high. Most defense techniques for insider threat depend on monitoring and behavior anomaly detection. Adding to the problem is that systems like the power grid are harder to upgrade and harden. The basic methods to restrict access and enforce authentication and activity monitoring would be applicable. No doubt, this was all true for the Natanz processing plant in Iran and it still got hacked by Stuxnet. That system was apparently infected by a USB device carried in by an external contractor, so it would seem that restricting access and activity monitoring may have helped detect it sooner.
In the second class of threat, exemplified by the internal networks at the Pentagon, one assumes that all classic protection methods are enforced. Situational awareness in such cases becomes important. A local administrator who relies entirely on some central IT team to patrol, detect and inform him in time is expecting too much. It is said that God helps those who help themselves.
Villasenor also says: “There is one number that matters most in cybersecurity. No, it’s not the amount of money you’ve spent beefing up your information technology systems. And no, it’s not the number of PowerPoint slides needed to describe the sophisticated security measures protecting those systems, or the length of the encryption keys used to encode the data they hold. It’s really much simpler than that. The most important number in cybersecurity is how many people are mad at you.”
Perhaps we should also consider those interested in cybercrime? The malware industrial complex is booming and the average price for renting botnets to launch DDoS is plummeting.
May 02, 2013
A basic requirement for security is that systems be patched and the security products like antivirus be updated as frequently as possible. However, there are practical reasons which limit the application of updates to production systems. This is often the reason why the most active attacks are the ones which have been known for many months.
A new report from the Ponemon Institute polled 3,529 IT and IT security professionals in the U.S., Canada, UK, Australia, Brazil, Japan, Singapore and United Arab Emirates, to understand the steps they are taking in the aftermath of malicious and non-malicious data breaches. Here are some highlights:
On average, it is taking companies nearly three months (80 days) to discover a malicious breach and then more than four months (123 days) to resolve it.
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