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Monday, 20 July 2009

Neurosecurity?

Neuroeconomics is a new area of economics that might be interesting to information security practitioners. It tries to understand how our brains affect how we make decisions. Economists have apparently realized that our brains are very complicated and don't make decisions in a way that's easily modeled, and neuroeconomnics tries to take these complexities into account. It essentially realizes that we're not rational and tries to understand the implications of that fact.

Psychologist Daniel Kahneman shared the 2002 Nobel Prize in Economics "for having integrated insights from psychological research into economic science, especially concerning human judgment and decision-making under uncertainty," which may indicate that neuroeconomics may have interesting and useful implications. It might even give us some insights that we can apply to the field of information security.

Microeconomics tries to explain why people make the decisions that they do. It typically tries to understand decisions as a tradeoff between two or more choices, and assumes that people will pick the choice that they like the most. Measuring exactly how much people like various alternatives can be tricky because it almost always comes down to more than just the dollar value of what you get from a particular outcome. To model other factors, economists talk about "utility," which is just a way to quantify things that have value but aren't easily measured in dollars. People who live in Silicon Valley, for example, might like being to make a day trip to Yosemite National Park, but they'd be hard pressed to quantify exactly how much this is worth to them.

Having Yosemite nearby has utility even if it doesn't actually give us any money that we can spend on other things. And just like utility is a better way to measure how much we like things, it also might be a better way to measure how much information is worth. The utility of information might be more than its value. If that's the case, we might want to protect it more than we might think is necessary. Or it might be less that its value. In that case, we might want to protect it less than we ought to. In any case, it probably pays to understand the difference between the information's utility and its value.

It's hard to put an accurate value on information, but an equally hard part of information security is understanding how often the bad things happen. In particular, our brains systematically overestimate very low probabilities and systematically underestimate very high probabilities. We might estimate that a probability that's really 0.0001 to be 0.1, for example. Or we might estimate a probability that's really 0.9999 to be 0.9. If these probabilities represent the chances of bad things happening, then the bias that we have can make a big difference.

We should expect people to spend more to address a risk of $10 million than a risk of $10,000, but if the way our brains works tends to make us want to deal with a $10 million risk as if it's really a $10,000 risk, we might be heading for trouble because we probably won't be trying hard enough to mitigate the risk in some way. Similarly, if we deal with a $10,000 risk as if it's really a $10 million risk, we'll probably spend too much on mitigating it, and that's money that could be put to a better use somewhere else.

So the bottom line is that our brains don't do a good job handling the type of data that we need to make good decisions about information security. Maybe neuroeconomics will one day be able to give us some useful insights into how to do this better. We know that we're not rational; we just haven't found the patterns in our irrationality yet.

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