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Cyber Security Cryptography and Machine Learning 5th International Symposium, CSCML 2021, Be'er Sheva, Israel, July 8–9, 2021, Proceedings

Aus der Reihe Security and Cryptology

49,99 €

inkl. gesetzl. MwSt., Versandkostenfrei

Beschreibung

Produktdetails

Einband

Taschenbuch

Erscheinungsdatum

19.06.2021

Abbildungen

XIV, 506 p. 102 illus., 75 illus. in color.

Herausgeber

Shlomi Dolev + weitere

Verlag

Springer

Seitenzahl

506

Maße (L/B/H)

23,5/15,5/2,8 cm

Gewicht

779 g

Auflage

1st ed. 2021

Sprache

Englisch

ISBN

978-3-030-78085-2

Beschreibung

Produktdetails

Einband

Taschenbuch

Erscheinungsdatum

19.06.2021

Abbildungen

XIV, 506 p. 102 illus., 75 illus. in color.

Herausgeber

Verlag

Springer

Seitenzahl

506

Maße (L/B/H)

23,5/15,5/2,8 cm

Gewicht

779 g

Auflage

1st ed. 2021

Sprache

Englisch

ISBN

978-3-030-78085-2

Herstelleradresse

Springer-Verlag KG
Sachsenplatz 4-6
1201 Wien
AT

Email: ProductSafety@springernature.com

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  • Produktbild: Cyber Security Cryptography and Machine Learning
  • Produktbild: Cyber Security Cryptography and Machine Learning
  • Programmable Bootstrapping Enables Efficient Homomorphic Inference of Deep Neural Networks.- Adversaries Strike Hard: Adversarial Attacks against Malware Classifiers using Dynamic API Calls as Features.- Privacy-Preserving Coupling of Vertically-Partitioned Databases and Subsequent Training with Gradient Descent.- Principal Component Analysis using CKKS Homomorphic Encryption Scheme.- DepthStAr: Deep Strange Arguments Detection.- Robust Multivariate Anomaly-Based Intrusion Detection System for Cyber-Physical Systems.- Privacy Preserving Password Strength Meters with FHE.- Automatic Detection of Water Stress in Corn Using Image Processing and Deep Learning.- Tortoise and Hares Consensus: the Meshcash Framework for Incentive-Compatible, Scalable Cryptocurrencies.- Game of Drones - Detecting Spying Drones Using Time Domain Analysis.- Privacy Vulnerability of NeNDS Collaborative Filtering.- Lawful Interception in WebRTC Peer-To-Peer Communication.- Hierarchical Ring Signatures Immune to Randomness Injection Attacks.- Theoretical aspects of a priori on-line assessment of data predictability in applied tasks.- Randomly Rotate Qubits, Compute and Reverse for Weak Measurements Resilient QKD and Securing Entanglement.- Warped Input Gaussian Processes for Time Series Forecasting.- History Binding Signature.- Effective enumeration of infinitely many programs that evade Formal Malware Analysis.- DNS-Morph: UDP-Based Bootstrapping Protocol For Tor.- Polynomial Time k-Shortest Multi-Criteria Prioritized and All-Criteria-Disjoint Paths.- Binding BIKE errors to a key pair.- Fast and Error-Free Negacyclic Integer Convolution using Extended Fourier Transform.- Efficient Secure Ridge Regression from Randomized Gaussian Elimination.- PolyDNN Polynomial Representation of NN for Communication-less SMPC Inference.- Use of Blockchain for ensuring Data Integrity in Cloud Databases.- The Coming AI Hackers.- Turning HATE Into LOVE: Compact Homomorphic Ad Hoc Threshold Encryption for ScalableMPC.- Fully Dynamic Password Protected Secret Sharing: simplifying PPSS operation and maintenance.- Early Detection of In-Memory Malicious Activity based on Run-time Environmental Features.- Software Integrity and Validation using Cryptographic Composability and Computer Vision.- Efficient Generic Arithmetic for KKW: Practical Linear MPC-in-the-Head NIZK on Commodity Hardware without Trusted Setup.- Trust and Verify: A Complexity-Based IoT Behavioral Enforcement Method.- Using a Neural Network to Detect Anomalies given an N-gram Profile.- Meta-X: A Technique for Reducing Communication in Geographically Distributed Computations.- Blindly Follow: SITS CRT and FHE for DCLSMPC of DUFSM.- Implementing GDPR in Social Networks using Trust and Context.