ICT Systems Security and Privacy Protection

Name: ICT Systems Security and Privacy Protection | 34th IFIP TC 11 International Conference, SEC 2019, Lisbon, Portugal, June 25-27, 2019, Proceedings
Brand: Springer
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34th IFIP TC 11 International Conference, SEC 2019, Lisbon, Portugal, June 25-27, 2019, Proceedings

Gurpreet Dhillon Fredrik Karlsson Karin Hedström André Zúquete(Herausgeber*in)

Springer (Verlag)

Erschienen am 17. Juni 2019

XI, 390 Seiten

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978-3-030-22312-0 (ISBN)

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Inhalt

Intro
Preface
Organization
Contents
Intrusion Detection
Hunting Brand Domain Forgery: A Scalable Classification for Homograph Attack
1 Introduction
1.1 Related Work
1.2 Our Work
1.3 Roadmap
2 Backgrounds
2.1 Homograph Attacks
2.2 Visual Similarity Measure
2.3 Whois
3 Our Proposed Method
3.1 Data Collection
3.2 Data Labelling
3.3 Feature Extraction and Selection
3.4 Learning
4 Experiment
4.1 Parameters
4.2 Results
5 Empirical Analysis on Labelled Homographs in Case 2
6 Discussion
7 Conclusion
References
GanDef: A GAN Based Adversarial Training Defense for Neural Network Classifier
1 Introduction
2 Background and Related Work
2.1 Threat Model
2.2 Generating Adversarial Examples
2.3 Adversarial Example Defensive Methods
3 GanDef: GAN Based Adversarial Training
3.1 Design
3.2 Theoretical Analysis
3.3 Convergence Analysis
4 Experiments and Results
4.1 Datasets, NN Structures and Hyper-parameter
4.2 Comparative Evaluation of Defensive Approaches
4.3 Evaluation of GanDef-Comb
5 Conclusion
References
Control Logic Injection Attacks on Industrial Control Systems
1 Introduction
2 Background and Related Work
2.1 PLC and Control Logic
2.2 Attacks on PLCs
3 Stealthy Control Logic Injection Attacks
3.1 Data Execution Attack
3.2 Fragmentation and Noise Padding Attack
4 Implementation
4.1 Attacks on Modicon M221
4.2 Attacks on MicroLogix 1400
4.3 Network Intrusion Detection Systems (NIDS)
5 Evaluation
5.1 Experimental Settings
5.2 Datasets
5.3 Evaluation Results
6 Countermeasures
7 Conclusion
References
An Efficient and Scalable Intrusion Detection System on Logs of Distributed Applications
1 Introduction
2 State of the Art
2.1 Building an Intermediate Model from an Execution Trace
2.2 Building a Global Model from Multiple Intermediate Models
2.3 Use of the Global Model During a Detection Phase
3 Solving Scalability Issues Without Sacrificing Efficiency
3.1 Focusing on a Subset of Specific Sequences in the Lattice
3.2 Model Merging and Generalization
4 Assessment of the Approach
4.1 A Protocol for Conducting Experiments on Traces of XtreemFS
4.2 Scalability Issues During the Construction Phase
4.3 Evaluation of the Accuracy of the Detection Phase
4.4 Short Traces and Long Traces
5 Conclusion
References
Access Control
Performance of Password Guessing Enumerators Under Cracking Conditions
1 Introduction
2 Background
2.1 Related Works
2.2 Enumerators
2.3 Hash Functions
2.4 Datasets
3 Cracking Process Modelling
3.1 Context
3.2 Formalization of the Performance
3.3 Estimating the Performance
4 How to Measure Performances of the Cracking Process
5 Experimental Results
6 Impacts of Our Contributions
7 Conclusion
References
An Offline Dictionary Attack Against zkPAKE Protocol
1 Introduction
1.1 Our Contribution
1.2 Previous Works
1.3 Organization
2 The zkPAKE Protocol
2.1 Protocol Description
3 Offline Dictionary Attack on zkPAKE
3.1 Attack Description
3.2 Attack Implementation
4 Conclusion
A Appendix
References
Fine-Grained Access Control in Industrial Internet of Things
1 Introduction
2 Background: ABE with Outsourced Decryption
2.1 Actors
2.2 Definitions
3 Evaluation
3.1 Test-Setup
3.2 Performance
3.3 Data Overhead
3.4 Comparison: RSA and ECC
3.5 Use-Case Description: Siemens MindSphere
4 Related Work
5 Conclusions
References
Towards an Automated Extraction of ABAC Constraints from Natural Language Policies
1 Introduction
2 Background
2.1 Overview of Constraints Specifications in ABAC
2.2 Natural Language Parsing Strategies
2.3 Sequential Labeling
3 The Proposed Methodology
3.1 Annotation Scheme
3.2 Constraints Identification
3.3 Constraints Normalization
4 Experimental Results and Performance Evaluation
4.1 Dataset
4.2 Evaluation Criteria
4.3 Experiment and Experimental Results
5 Related Work
6 Conclusion and Future Work
References
Removing Problems in Rule-Based Policies
1 Introduction
2 Related Work
3 Background
4 The Removing Process
4.1 Overview of Removing Process
4.2 Properties
5 Finding the Minimal Selection
5.1 Looking for Minimal Size
6 Application Examples
6.1 A Second Specification
6.2 The ContinueA Example
6.3 Discussion
7 Conclusion
References
Is This Really You? An Empirical Study on Risk-Based Authentication Applied in the Wild
1 Introduction
2 Related Work
3 Black Box Testing RBA
3.1 Creation of Identities
3.2 Training of Identities
3.3 Implementation of RBA Inspection System
3.4 Inspection of RBA Features
4 Studies
4.1 Study 1: Determining IP Feature Thresholds
4.2 Study 2: Examining RBA Usage
4.3 Study 3: Analyzing Additional Authentication Factors
5 Discussion
5.1 Derived RBA Models Applied in Practice
5.2 Limitations
5.3 Ethical Considerations
6 Conclusion
References
Organizational and Behavioral Security
Differentially Private Generative Adversarial Networks for Time Series, Continuous, and Discrete Open Data
1 Introduction
2 Preliminaries
2.1 Generative Adversarial Networks.
2.2 Differential Privacy
3 The Framework
3.1 Clipping Decay
3.2 Moment Accountant
4 Experiments
4.1 Synthetic Dataset
4.2 Time-Series Data
4.3 Discrete Data
5 Related Work
6 Conclusion
References
ESARA: A Framework for Enterprise Smartphone Apps Risk Assessment
1 Introduction
2 Related Work
3 ESARA Framework
3.1 Goal and Requirements
3.2 Architecture Design
3.3 Components
4 Evaluation
4.1 App Behavior Analysis Results
4.2 App Perception Analysis Results
4.3 Risk Coverage
4.4 Discussion and Limitations
5 Conclusion and Future Work
References
SocialAuth: Designing Touch Behavioral Smartphone User Authentication Based on Social Networking Applications
1 Introduction
2 Related Work
3 Touch Gesture-Based User Authentication
3.1 Authentication Architecture
3.2 Touch Gesture Types and Features
3.3 Data Collection
3.4 Session Identification
4 User Study
4.1 Study Methodology
4.2 Machine Learning Classifiers and Metrics
4.3 Result Analysis
5 Conclusion
References
The Influence of Organizational, Social and Personal Factors on Cybersecurity Awareness and Behavior of Home Computer Users
1 Introduction
2 Theoretical Background and Research Model
3 Methodology
4 Analysis and Results
4.1 Measurement Model Assessment
4.2 Structural Model Assessment
4.3 Mediation Analysis
5 Discussion and Implications
6 Conclusion
References
To Be, or Not to Be Notified
1 Introduction
2 Related Work
3 Methodology
3.1 Demographics and Usage Behaviour
3.2 Privacy Personas Based on Privacy Statements
3.3 Categories of Notification and Notification Scenarios
3.4 Online Survey
3.5 Recruitment
4 Results
4.1 Demographics and Usage Behaviour
4.2 Privacy Persona Segmentation
4.3 Notification Preferences
5 Discussion
5.1 Segmentation of Ex Post Transparency Preferences
5.2 Design Implications for TETs
5.3 Limitations
6 Conclusion
References
A Structured Comparison of the Corporate Information Security Maturity Level
1 Introduction
2 Background and Related Work
2.1 Multiple Criteria Decision Methods
2.2 The Analytical Hierarchy Process
3 Research Methodology
3.1 Requirements
3.2 Algorithm Selection
3.3 Data Collection
4 The Approach - the AHP-Implementation
4.1 Pairwise Comparison of the Control Categories and Controls
4.2 Pairwise Evaluation of the Controls' Maturity Levels
4.3 Calculation of the Comparison
5 Results of the Comparison
6 Discussion
6.1 Limitations
7 Conclusion and Future Work
References
Predicting Students' Security Behavior Using Information-Motivation-Behavioral Skills Model
Abstract
1 Introduction
2 Theoretical Background: The IMB Model
3 Method
3.1 Survey Design and Procedure
3.2 Participants
3.3 Measures
3.4 Data Analysis
4 Results
4.1 Validation of IMB Model
5 Discussion
5.1 Recommendations
5.2 Limitations and Future Research
6 Conclusion
References
Why Do People Pay for Privacy-Enhancing Technologies? The Case of Tor and JonDonym
Abstract
1 Introduction
2 Theoretical Background and Related Work
2.1 Tor and JonDonym
2.2 Related Work
3 Methodology
3.1 Research Model and Hypotheses for the Logistic Regression Model
3.2 Data Collection
4 Results
4.1 Tariff Analysis for JonDonym
4.2 Factors Influencing Willingness to Pay for Privacy
5 Discussion and Conclusion
Appendix - Questionnaire
References
Crypto and Encryption
Arcana: Enabling Private Posts on Public Microblog Platforms
1 Introduction
2 Problem and Preliminaries
2.1 Problem Statement
2.2 Preliminary: CP-ABE
2.3 Preliminary: Digital Watermarking
3 Arcana: Private Posts on an Open Microblog Platform
3.1 Arcana Overview
3.2 Social Circle Detection and Key Distribution
3.3 Posting a Private Tweet
3.4 Viewing Private Tweets
3.5 Experiment and Performance Analysis
4 Security Analysis and Discussions
5 Related Works
6 Conclusion and Future Work
References
Fast Keyed-Verification Anonymous Credentials on Standard Smart Cards
1 Introduction
1.1 Related Work
1.2 Our Contribution
2 Preliminaries
2.1 Notation
2.2 Weak Boneh-Boyen Signature
2.3 Algebraic MACs
3 Our Algebraic MAC
4 Keyed-Verification Anonymous Credential Scheme
4.1 Definition of Keyed-Verification Anonymous Credential Schemes
4.2 Our KVAC Scheme Based on MACwBB
4.3 Efficiency
5 Implementation Results
6 Conclusion
References
BlockTag: Design and Applications of a Tagging System for Blockchain Analysis
1 Introduction
2 Design and Architecture
3 Real-World Deployment
4 Applications
4.1 Linking Users to Services
4.2 Market Economics
4.3 Forensics
5 Discussion
6 Related Work
7 Conclusion
References
Forward Secure Identity-Based Signature Scheme with RSA
1 Introduction
2 Related Work
3 Preliminaries
3.1 FSIBS Scheme
3.2 Security Model
3.3 Factoring Assumption
3.4 Multiple Forking
4 The Proposed Scheme
5 Security Proof
6 Optimization of Performance Improvement
7 Experiment
8 Conclusion
References
Integrity
On the Effectiveness of Control-Flow Integrity Against Modern Attack Techniques
1 Introduction
2 Background
2.1 Control Flow Transfers
2.2 Control Flow Attacks
2.3 Control Flow Integrity
3 Threats
3.1 Code Reuse Attack
3.2 Code Injection
3.3 Disclosure Attack
3.4 Return-to-User
3.5 Return-to-Libc
3.6 Replay Attack
4 CFI Protection Techniques and Limitations
4.1 CFI Principles, Implementations, and Applications (CFI)
4.2 CCFI: Cryptographically Enforced CFI (CCFI)
4.3 CFI for COTS Binaries (binCFI)
4.4 Practical CFI and Randomization for Binary Executables (CCFIR)
4.5 Hardware (CFI) for an IT Ecosystem (HW-CFI)
4.6 Per-Input CFI (PICFI)
4.7 KCoFI: Complete CFI for Commodity Operating System Kernels (KCoFI)
4.8 Fine-Grained CFI for Kernel Software (Kernel CFI)
4.9 Enforcing Forward-Edge CFI in GCC & LLVM (IFCC)
4.10 Control-Flow Bending: On the Effectiveness of CFI (CFB)
4.11 SAFEDISPATCH: Securing C++ Virtual Calls from Memory Corruption Attacks (SAFEDISPATCH)
4.12 Control Flow Guard (C-Guard)
4.13 Reuse Attack Protector (RAP)
4.14 Opaque CFI (O-CFI)
5 Analysis
5.1 Software-Based CFI
5.2 Hardware-Based CFI
5.3 Optimal Protection
5.4 Performance Overhead
6 Conclusions and Future Work
References
Automatically Proving Purpose Limitation in Software Architectures
1 Introduction
2 Legal Prerequisites
3 Related Work
4 GermanVasc
5 CAPVerDE
5.1 Syntax
5.2 Semantics
6 Case Study
7 Verification
8 Discussion
9 Conclusion and Future Work
References
Commit Signatures for Centralized Version Control Systems
1 Introduction
2 Background
2.1 Centralized Version Control Systems
2.2 Merkle Hash Trees
3 Can Git Commit Signing Be Used?
4 Adversarial Model and Security Guarantees
4.1 Attacks
4.2 Security Guarantees
5 Commit Signatures for Centralized VCS-es
5.1 MHT-Based Proofs
6 Implementation and Experimental Evaluation
6.1 Implementation and Experimental Setup
6.2 Experimental Evaluation for Commit Operations
6.3 Experimental Evaluation for Update Operations
7 Related Work
8 Conclusion
References
Towards Contractual Agreements for Revocation of Online Data
1 Introduction
2 Solution Overview
3 Revocation Contract Scheme
4 Protocol Design Space
4.1 Data Identification
4.2 Data Feeds
4.3 Complex Revocation Conditions
4.4 Financial Reserve Model
5 Prototype Implementation
5.1 Smart Contract
5.2 Evaluation
6 Discussion
7 Related Work
8 Conclusion
References
Correction to: ESARA: A Framework for Enterprise Smartphone Apps Risk Assessment
Correction to: Chapter "ESARA: A Framework for Enterprise Smartphone Apps Risk Assessment" in: G. Dhillon et al. (Eds.): ICT Systems Security and Privacy Protection, IFIP AICT 562, https://doi.org/10.1007/978-3-030-22312-0_12
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