Something Wicked: Defensible Social Architecture in the context of Big Data, Behavioral Econ, Bot Hives, and Bad Actors

Presented at BSidesLV 2017, July 25, 2017, 10 a.m. (45 minutes)

Infosec is a game of 3D speed chess, and we're on the board moving faster and faster every day. So why does it feel like we're pawns on the sidelines, suiting-up and picking teams? Today's defenders need to design and architect systems that operate in real-time at internet scale, but that also protect millions of customers, transactions, endpoints, and actions on any given day. As scale and complexity grow exponentially, manual intervention must be the exception and not the expectation. At the same time security strategy must include the economic angle: how to balance the needs of users with the capabilities of incentivized bad actors. Many systems are turning to new design-driven approaches, infused with data and ML/AI, to help drive defenses optimized for the human factor directly into the fabric of their platform. In this talk we'll explore the technology and economics that are crucial to our success, as well as the path security must take to meet the challenges of our new normal: dynamic social systems with large threat surfaces, expanding complexity, invisible interdependencies, and unpredictable attackers.

Presenters:

  • Allison Miller
    Allison Miller (@selenakyle) has been working in the intersection of cybersecurity, human behavior, and predictive analytics for almost two decades. A proven innovator in the security industry, she has pioneered the use of data-driven detection technologies within security, anti-fraud/anti-abuse, and payments/commerce systems around the world. In addition, Allison is active in the security community as an advisor and leader, and continues to conduct and share research on topics in risk, cybersecurity, and economics - both locally in the SF Bay and internationally. You can find her online.

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