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Policy-based autonomic data governance

Author: Seraphin B Calo; Elisa Bertino; Dinesh Verma
Publisher: Cham, Switzerland : Springer, [2019]
Series: Lecture notes in computer science, 11550.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
Advances in artificial intelligence, sensor computing, robotics, and mobile systems are making autonomous systems a reality. At the same time, the influence of edge computing is leading to more distributed architectures incorporating more autonomous elements. The flow of information is critical in such environments, but the real time, distributed nature of the system components complicates the data protection  Read more...
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Genre/Form: Electronic books
Additional Physical Format: (OCoLC)1089896494
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Seraphin B Calo; Elisa Bertino; Dinesh Verma
ISBN: 9783030172770 3030172775
OCLC Number: 1099692359
Description: 1 online resource.
Contents: Part I: Systems, use-cases and foundational principles underlying generative policies: 1. AGENP : an ASGrammar-based GENerative policy framework / Seraphin Calo, Irene Manotas, Geeth de Mel, Daniel Cunnington, Mark Law, Dinesh Verma, Alessandra Russo, and Elisa Bertino --
2. Value of information : quantification and application to coalition machine learning / Gavin Pearson, Dinesh Verma, and Geeth de Mel --
3. Self-generating policies for machine learning in coalition environments / Dinesh Verma, Seraphin Calo, Shonda Witherspoon, Irene Manotas, Elisa Bertino, Amani M. Abu Jabal, Greg Cirincione, Ananthram Swami, Gavin Pearson, and Geeth de Mel. Part II: Approaches and techniques for safe autonomy: 4. Can N-version decision-making prevent the rebirth of HAL 9000 in military camo? Using a "golden rule" threshold to prevent AI mission individuation / Sorin Adam Matei and Elisa Bertino --
5. Simulating user activity for assessing effect of sampling on DB activity monitoring anomaly detection / Hagit Grushka-Cohen, Ofer Biller, Oded Sofer, Lior Rokach, and Bracha Shapira --
6. FADa-CPS : faults and attacks discrimination in cyber physical systems / Pierpaolo Bo, Alessandro Granato, Marco Ernesto Mancuso, Claudio Ciccotelli, and Leonardo Querzoni --
7. Techniques and systems for anomaly detection in database systems / Asmaa Sallam and Elisa Bertino. Part III: Policies and autonomy in federated and distributed environments: 8. Towards enabling trusted artificial intelligence via blockchain / Kanthi Sarpatwar, Roman Vaculin, Hong Min, Gong Su, Terry Heath, Giridhar Ganapavarapu, and Donna Dillenberger --
9. Secure model fusion for distributed learning using partial homomorphic encryption / Changchang Liu, Supriyo Chakraborty, and Dinesh Verma --
10. Policy-based identification of IoT devices' vendor and type by DNS traffic analysis / Franck Le, Jorge Ortiz, Dinesh Verma, and Dilip Kandlur --
11. Redundancy as a measure of fault-tolerance for the Internet of Things : a review / Antonino Rullo, Edoardo Serra, and Jorge Lobo.
Series Title: Lecture notes in computer science, 11550.
Responsibility: Seraphin Calo, Elisa Bertino, Dinesh Verma (eds.).

Abstract:

Advances in artificial intelligence, sensor computing, robotics, and mobile systems are making autonomous systems a reality.  Read more...

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