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Information Security Practice and Experience [electronic resource] : 16th International Conference, ISPEC 2021, Nanjing, China, December 17-19, 2021, Proceedings / Robert Deng, Feng Bao, Guilin Wang, Jian Shen, Mark Ryan, Weizhi Meng, Ding Wang (eds.)

This book constitutes the refereed proceedings of the 16th International Conference on Information Security Practice and Experience, ISPEC 2021, held in Nanjing, China, in December 2021. The 23 full papers presented in this volume were carefully reviewed and selected from 94 submissions. The confere...

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Bibliographic Details
Online Access: Full Text (via Springer)
Corporate Author: ISPEC (Conference) Nanjing, China)
Other Authors: Deng, Robert H., Bao, Feng, Dr, Wang, Guilin, Dr, Shen, Jian, Ryan, Mark, 1962-, Meng, Weizhi, 1986-, Wang, Ding
Other title:ISPEC 2021.
Format: Electronic Conference Proceeding eBook
Language:English
Published: Cham, Switzerland : Springer, 2021.
Series:Lecture notes in computer science ; 13107.
LNCS sublibrary. Security and cryptology.
Subjects:
Computer security > Congresses.
Computer networks > Security measures > Congresses.
Table of Contents:
  • Intro
  • Preface
  • Organization
  • Contents
  • Efficient Construction of Public-Key Matrices in Lattice-Based Cryptography: Chaos Strikes Again
  • 1 Introduction
  • 2 Preliminaries
  • 2.1 The Chaotic System: Logistic Map
  • 2.2 LWE and the Encryption Scheme
  • 3 The Proposed Public-Key Construction
  • 3.1 Generating Uniform Chaotic Sequences
  • 3.2 Public Key Matrices Constructed from Chaotic Sequences
  • 3.3 The Public-Key Encryption Scheme Based on LWE and Chaos
  • 4 Tests
  • 4.1 Chi-Square Tests and K-S Tests
  • 4.2 Gap Tests
  • 4.3 Construction of Keys
  • 5 Conclusion
  • References.
  • Explore Capabilities and Effectiveness of Reverse Engineering Tools to Provide Memory Safety for Binary Programs
  • 1 Introduction
  • 2 Related Works
  • 3 Benchmarks and Frameworks
  • 3.1 Experimental Framework
  • 3.2 Benchmarks
  • 4 Static Reverse Engineering
  • 4.1 Setup and Implementation Details
  • 4.2 Efficacy of Reverse Engineering Tools
  • 5 Run-Time Framework to Detect Memory Errors
  • 5.1 Dynamic Tracking and Instrumentation Using Pin
  • 5.2 Buffer Overflow Detection Accuracy
  • 5.3 Performance Overhead
  • 6 Conclusions and Future Work
  • A Optimized Benchmarks.
  • B Detection Accuracy Using Ghidra
  • C Program Execution Time Overhead by the Pin-Based Run-Time Technique
  • References
  • Enhanced Mixup Training: a Defense Method Against Membership Inference Attack
  • 1 Introduction
  • 1.1 A Subsection Sample
  • 2 Preliminary
  • 2.1 Membership Inference Attack
  • 2.2 Recent Defense Against Membership Inference Attack
  • 2.3 Definition of Mixup
  • 3 Enhanced Mixup Training Against Membership Inference Attack
  • 3.1 Enhanced Mixup Training
  • 3.2 Regularization Proof of EMI
  • 4 Experiment Results
  • 4.1 Dataset
  • 4.2 Experimental Setup.
  • 4.3 Experimental Results
  • 5 Conclusion and Future Work
  • References
  • Isogeny Computation on Twisted Jacobi Intersections
  • 1 Introduction
  • 2 Preliminaries
  • 3 Isogenies on Twisted Jacobi Intersections
  • 3.1 2-Isogeny
  • 3.2 Odd Degree Isogenies
  • 4 -Coordinate on Twisted Jacobi Intersections
  • 4.1 -Coordinate System for Differential Addition
  • 4.2 -Coordinate for Isogenies
  • 4.3 Computational Cost
  • 5 Conclusion
  • References
  • EPFSTO-ARIMA: Electric Power Forced Stochastic Optimization Predicting Based on ARIMA
  • 1 Introduction
  • 2 Related Work.
  • 2.1 Data Poisoning and Adversarial Examples
  • 2.2 ARIMA
  • 2.3 Dropout
  • 2.4 Data Poisoning Attack Defense
  • 3 Our Approach
  • 3.1 Similarity Calculation
  • 3.2 Data Stochastic Sampling and Data Optimization
  • 3.3 EPFSTO-ARIMA
  • 4 Experiments and Results
  • 4.1 Experimental Data and Parameter Description
  • 4.2 Adopted Metrics
  • 4.3 Experiments Results
  • 5 Conclusions and Future Work
  • References
  • Out of Non-linearity: Search Impossible Differentials by the Bitwise Characteristic Matrix
  • 1 Introduction
  • 2 Preliminaries
  • 2.1 Notation
  • 2.2 The Boolean Function.

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