Evidence Shows Data Breaches Not Increasing

This is both interesting and counterintuitive:

Our results suggest that publicly reported data breaches in the U.S. have not increased significantly over the past ten years, either in frequency or in size. Because the distribution of breach sizes is heavy-tailed, large (rare) events occur more frequently than intuition would suggest. This helps to explain why many reports show massive year-to-year increases in both the aggregate number of records exposed and the number of breaches. All of these reports lump data into yearly bins, and this amount of aggregation can often influence the apparent trends (Figure 1).

The idea that breaches are not necessarily worsening may seem counter-intuitive. The Red Queen hypothesis in biology provides a possible explanation. It states that organisms not only compete within their own species to gain reproductive advantage, but they must also compete with other species, leading to an evolutionary arms race. In our case, as security practices have improved, attacks have become more sophisticated, possibly resulting in stasis for both attackers or defenders. This hypothesis is consistent with observed patterns in the dataset. Indeed, for breaches over 500,000 records there was no increase in size or frequency of malicious data breaches, suggesting that for large breaches such an arms race could be occurring. Many large breaches have occurred over the past decade, but the largest was disclosed as far back as 2009, and the second largest was even earlier, in 2007. Future work could analyze these breaches in depth to determine whether more recent breaches have required more sophisticated attacks.

The research was presented at WEIS this week. According to their research, data breach frequency has a negative binomial distribution, and breach size has a log-normally distribution.

Posted on July 1, 2015 at 10:03 AM0 Comments

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