Anomaly Detection as a Service: Challenges, Advances, and Opportunities (Synthesis Lectures on Information Security, Privacy, and Trust)

<p>Anomaly detection has been a long-standing security approach with versatile applications, ranging from securing server programs in critical environments, to detecting insider threats in enterprises, to anti-abuse detection for online social networks. Despite the seemingly diverse application domains, anomaly detection solutions share similar technical challenges, such as how to accurately recognize various normal patterns, how to reduce false alarms, how to adapt to concept drifts, and how to minimize performance impact. They also share similar detection approaches and evaluation methods, such as feature extraction, dimension reduction, and experimental evaluation.<br /> <br /> The main purpose of this book is to help advance the real-world adoption and deployment anomaly detection technologies, by systematizing the body of existing knowledge on anomaly detection. This book is focused on data-driven anomaly detection for software, systems, and networks against advanced exploits and attacks, but also touches on a number of applications, including fraud detection and insider threats. We explain the key technical components in anomaly detection workflows, give in-depth description of the state-of-the-art data-driven anomaly-based security solutions, and more importantly, point out promising new research directions. This book emphasizes on the need and challenges for deploying service-oriented anomaly detection in practice, where clients can outsource the detection to dedicated security providers and enjoy the protection without tending to the intricate details.</p>

Computers & Technology

Yao, Danfeng (Daphne)

Shu, Xiaokui

Cheng, Long

Computer Science

Morgan Claypool

Stolfo, Salvatore J.

Networking & Cloud Computing

Springer

At 17, this movie icon strives to break into the film industry. From his earliest endevors he was the first to arrive on movie sets and was the last to leave after the day's work. He voluntarily attempts dangerous and difficult stunts. Although he fails to suceed in Hollywood after two attempts, the third endeavor was a hit, earning 9.8 million dollars during the first week and ranking number one in both Hong Kong and US box-offices. This rising star had some romantic but bitter love experiences during those early years, but now as he ages, he begins to ponder the issues of retirement and death. This individual is none other than Cheng Long, the unique Jackie Chan.

Jackie Chan: Never Grow Up, Only Get Older (Chinese Edition)

Zhu Mo

Jiangsu Literature and Art Publishing House

Jackie Chan: I'm Old, Before I'm Grown Up (Revised Edition) (Chinese Edition)

I AM JACKIE CHAN (Chinese Edition)

Jiangsu Phoenix Literature and Art Publishing, LTD

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Books by Cheng, Long