Cyber Security Cryptology and Machine Learning 1st edition by Shlomi Dolev, Jonathan Katz, Amnon Meisels 3031769341 9783031769344

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Product details:

ISBN-10 :  3031769341 

ISBN-13 :  9783031769344

Author :  Shlomi Dolev, Jonathan Katz, Amnon Meisels 

This book constitutes the proceedings of the 8th International Symposium on Cyber Security, Cryptology, and Machine Learning, CSCML 2024, held in Be’er Sheva, Israel, during December 19–20, 2024. The 16 full papers and 11 short papers presented here were carefully reviewed and selected from 43 submissions. These papers focus on the current innovative research developments in the field of cyber security, cryptography, and machine learning systems and networks.

Cyber Security, Cryptology, and Machine Learning 1st Table of contents:

1. Polynomial Adaptation of Large-Scale CNNs for Homomorphic Encryption-Based Secure Inference
2. Password-Authenticated Cryptography from Consumable Tokens
3. Robust Secure Aggregation for Co-located IoT Devices with Corruption Localization
4. Spoofing-Robust Speaker Verification Based on Time-Domain Embedding
5. Provable Imbalanced Point Clustering
6. Mezzo TLS 1.3 Protocol, Suitable for Transmitting Already-Encrypted Data
7. LLMSecCode: Evaluating Large Language Models for Secure Coding
8. Distributed Verifiable Random Function with Compact Proof
9. Fiat-Shamir in the Wild
10. Predicting the Degradation Rate of Technical Systems at Early Stages of Development
11. Reminisce for Securing Private-Keys in Public
12. Minimally Intrusive Access Management to Content Delivery Networks Based on Performance Models and Access Patterns
13. A Probabilistic Model for Rounding Errors: A New Look at the Table-Maker’s Dilemma
14. On the Effects of Neural Network-Based Output Prediction Attacks on the Design of Symmetric-Key Ciphers
15. Entanglement-Based Mutual Quantum Distance Bounding
16. Evaluation of Posits for Spectral Analysis Using a Software-Defined Dataflow Architecture
17. Short Papers
18. Access Policy Prediction via User Behavior
19. On the Overflow and p-adic Theory Applied to Homomorphic Encryption
20. Beneath the Cream: Unveiling Relevant Information Points from CrimeBB with Its Ground Truth Labels
21. Cybersecurity Enhancement for Wireless Networks Using Aerial Reconfigurable Intelligent Surfaces
22. KNN+X
23. Challenges in Timed-Cryptography: A Position Paper (Short Paper)
24. Post Quantum Lightweight OWF Candidates
25. Super-Teaching in Machine Learning
26. A Lattice Attack Against a Family of RSA-Like Cryptosystems
27. On the Security Related Properties of Randomly Constructed Combinatorial Structures
28. HBSS+: Simple Hash-Based Stateless Signatures Revisited

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