Anomaly Detection as a Service by Danfeng Yao
Preface.- Acknowledgments.- Introduction.- Threat Models.- Local vs. Global Program Anomaly Detection.- Program Analysis in Data-driven Anomaly Detection.- Anomaly Detection in Cyber-Physical Systems.- Anomaly Detection on Network Traffic.- Automation and Evaluation for Anomaly Detection Deployment.- Anomaly Detection from the Industry's Perspective.- Exciting New Problems and Opportunities.- Bibliography.- Authors' Biographies.- Index.-
Automated Software Diversity
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Privacy for Location-based Services
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Trust in Social Media
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Cyber-Physical Security and Privacy in the Electric Smart Grid
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Differential Privacy
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Blocks and Chains
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Private Information Retrieval
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Privacy Risk Analysis
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Privacy Risk Analysis of Online Social Networks
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Enhancing Information Security and Privacy by Combining Biometrics with Cryptography
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Analysis Techniques for Information Security
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RFID Security and Privacy
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Database Anonymization
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Mobile Platform Security
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Operating System Security
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The Curious Case of Usable Privacy
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Usable Security
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Hardware Malware
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Security and Trust in Online Social Networks
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Digital Forensic Science
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Reversible Digital Watermarking
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Introduction to Secure Outsourcing Computation
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Machine Learning Techniques for Cybersecurity
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Physically Unclonable Functions (PUFs)
Danfeng (Daphne) Yao is an Associate Professor of Computer Science at Virginia Tech. In the past decade, she has worked on designing and developing data-driven anomaly detection techniques for securing networked systems against stealthy exploits and attacks. Her expertise also includes software security, mobile security, cloud security, and applied cryptography. Professor Yao received her Ph.D. in Computer Science from Brown University.
Professor Yao is an Elizabeth and James E. Turner Jr. '56 Faculty Fellow and L-3 Faculty Fellow. She received the NSF CAREER Award in 2010 for her work on human-behavior driven malware detection, and the ARO Young Investigator Award for her semantic reasoning for mission-oriented security work in 2014. She received several Best Paper Awards and Best Poster Awards. She was given the Award for Technological Innovation from Brown University in 2006. She holds multiple U.S. patents for her anomaly detection technologies.
Professor Yao is an Associate Editor of IEEE Transactions on Dependable and Secure Computing (TDSC). She serves as the PC member in numerous computer security conferences, including ACM CCS, IEEE Security & Privacy Symposium. She has over 85 peer-reviewed publications in major security and privacy conferences and journals. Daphne is an active member of the security research community. She serves as the Secretary/Treasurer at ACM Special Interest Group on Security, Audit and Control (SIGSAC).
| SKU | Unavailable |
| ISBN 13 | 9783031012266 |
| ISBN 10 | 3031012267 |
| Title | Anomaly Detection as a Service |
| Author | Danfeng Yao |
| Series | Synthesis Lectures On Information Security Privacy And Trust |
| Condition | Unavailable |
| Binding Type | Paperback |
| Publisher | Springer International Publishing AG |
| Year published | 2017-10-24 |
| Number of pages | 157 |
| Cover note | Book picture is for illustrative purposes only, actual binding, cover or edition may vary. |
| Note | Unavailable |