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Cyber Security Cryptography and Machine Learning

5th International Symposium, CSCML 2021, Be'er Sheva, Israel, July 8–9, 2021, Proceedings

  • Conference proceedings
  • © 2021

Overview

Editors:
  1. Shlomi Dolev

    1. Ben-Gurion University of the Negev, Be'er Sheva, Israel

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  2. Oded Margalit

    1. Ben-Gurion University of the Negev, Be'er Sheva, Israel

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  3. Benny Pinkas

    1. Bar-Ilan University, Tel Aviv, Israel

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    You can also search for this editor in PubMed   Google Scholar

  4. Alexander Schwarzmann

    1. Augusta University, Augusta, USA

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 12716)

Part of the book sub series: Security and Cryptology (LNSC)

Included in the following conference series:

Conference proceedings info: CSCML 2021.

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Table of contents (36 papers)

  1. Front Matter

    Pages i-xiv
    Download chapter PDF

  2. Programmable Bootstrapping Enables Efficient Homomorphic Inference of Deep Neural Networks

    • Ilaria Chillotti, Marc Joye, Pascal Paillier
    Pages 1-19

  3. Adversaries Strike Hard: Adversarial Attacks Against Malware Classifiers Using Dynamic API Calls as Features

    • Hariom, Anand Handa, Nitesh Kumar, Sandeep Kumar Shukla
    Pages 20-37

  4. Privacy-Preserving Coupling of Vertically-Partitioned Databases and Subsequent Training with Gradient Descent

    • Thijs Veugen, Bart Kamphorst, Natasja van de L’Isle, Marie Beth van Egmond
    Pages 38-51

  5. Principal Component Analysis Using CKKS Homomorphic Scheme

    • Samanvaya Panda
    Pages 52-70

  6. DepthStAr: Deep Strange Arguments Detection

    • Michael Berlin, Oded Margalit, Gera Weiss
    Pages 71-85

  7. Robust Multivariate Anomaly-Based Intrusion Detection System for Cyber-Physical Systems

    • Aneet Kumar Dutta, Rohit Negi, Sandeep Kumar Shukla
    Pages 86-93

  8. Privacy-Preserving Password Strength Meters with FHE

    • Nitesh Emmadi, Imtiyazuddin Shaik, Harshal Tupsamudre, Harika Narumanchi, Rajan Mindigal Alasingara Bhattachar, Sachin Premsukh Lodha
    Pages 94-103

  9. Automatic Detection of Water Stress in Corn Using Image Processing and Deep Learning

    • Mor Soffer, Ofer Hadar, Naftali Lazarovitch
    Pages 104-113

  10. Tortoise and Hares Consensus: The Meshcash Framework for Incentive-Compatible, Scalable Cryptocurrencies

    • Iddo Bentov, Pavel Hubáček, Tal Moran, Asaf Nadler
    Pages 114-127

  11. Game of Drones - Detecting Spying Drones Using Time Domain Analysis

    • Ben Nassi, Raz Ben-Netanel, Adi Shamir, Yuval Elovici
    Pages 128-144

  12. Privacy Vulnerability of NeNDS Collaborative Filtering

    • Eyal Nussbaum, Michael Segal
    Pages 145-152

  13. Lawful Interception in WebRTC Peer-To-Peer Communication

    • Assaf Wagner, Rami Puzis
    Pages 153-170

  14. Hierarchical Ring Signatures Immune to Randomness Injection Attacks

    • Łukasz Krzywiecki, Mirosław Kutyłowski, Rafał Rothenberger, Bartosz Drzazga
    Pages 171-186

  15. Theoretical Aspects of a Priori On-Line Assessment of Data Predictability in Applied Tasks

    • Sergey Frenkel
    Pages 187-195

  16. Randomly Rotate Qubits, Compute and Reverse for Weak Measurements Resilient QKD and Securing Entanglement

    • Dor Bitan, Shlomi Dolev
    Pages 196-204

  17. Warped Input Gaussian Processes for Time Series Forecasting

    • Igor Vinokur, David Tolpin
    Pages 205-220

  18. History Binding Signature

    • Shlomi Dolev, Matan Liber
    Pages 221-229

  19. Effective Enumeration of Infinitely Many Programs that Evade Formal Malware Analysis

    • Vasiliki Liagkou, Panagiotis E. Nastou, Paul Spirakis, Yannis C. Stamatiou
    Pages 230-243

  20. DNS-Morph: UDP-Based Bootstrapping Protocol for Tor

    • Rami Ailabouni, Orr Dunkelman, Sara Bitan
    Pages 244-265
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  1. Cyber Security Cryptography and Machine Learning

Keywords

About this book

This book constitutes the refereed proceedings of the 5th International Symposium on Cyber Security Cryptography and Machine Learning, CSCML 2021, held in Be'er Sheva, Israel, in July 2021.

The 22 full and 13 short papers presented together with a keynote paper in this volume were carefully reviewed and selected from 48 submissions. They deal with the theory, design, analysis, implementation, or application of cyber security, cryptography and machine learning systems and networks, and conceptually innovative topics in these research areas.

Editors and Affiliations

  • Ben-Gurion University of the Negev, Be'er Sheva, Israel

    Shlomi Dolev, Oded Margalit

  • Bar-Ilan University, Tel Aviv, Israel

    Benny Pinkas

  • Augusta University, Augusta, USA

    Alexander Schwarzmann

Bibliographic Information

  • Book Title: Cyber Security Cryptography and Machine Learning

  • Book Subtitle: 5th International Symposium, CSCML 2021, Be'er Sheva, Israel, July 8–9, 2021, Proceedings

  • Editors: Shlomi Dolev, Oded Margalit, Benny Pinkas, Alexander Schwarzmann

  • Series Title: Lecture Notes in Computer Science

  • DOI: https://doi.org/10.1007/978-3-030-78086-9

  • Publisher: Springer Cham

  • eBook Packages: Computer Science, Computer Science (R0)

  • Copyright Information: Springer Nature Switzerland AG 2021

  • Softcover ISBN: 978-3-030-78085-2Published: 19 June 2021

  • eBook ISBN: 978-3-030-78086-9Published: 01 July 2021

  • Series ISSN: 0302-9743

  • Series E-ISSN: 1611-3349

  • Edition Number: 1

  • Number of Pages: XIV, 506

  • Number of Illustrations: 27 b/w illustrations, 75 illustrations in colour

  • Topics: Systems and Data Security, Computer Communication Networks, Cryptology, Mobile and Network Security

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