Sociology

biblio

Fidelity: Towards Measuring the Trustworthiness of Neural Network Classification

Submitted by aekwall on Mon, 12/07/2020 - 12:32pm

pattern classification
security-critical tasks
neural network system
neural network classification
adversarial settings
adversarial attack detection
adversarial examples
Perturbation methods
trustworthiness
machine learning model
machine learning
security of data
Neural networks
neural nets
Statistics
Sociology
Computational modeling
composability
pubcrawl
learning (artificial intelligence)
Trusted Computing
Task Analysis

biblio

A Two-Stage Genetic Programming Hyper-Heuristic for Uncertain Capacitated Arc Routing Problem

Submitted by grigby1 on Tue, 12/01/2020 - 2:01pm

poor routing policies
vehicle routing
UCARP
Two-Stage GPHH
two-stage genetic programming hyper-heuristic
TS-GPHH
Task Analysis
Statistics
Sociology
single-objective GPHH
search problems
routing policy
Routing
Robustness
pubcrawl
complex uncertain capacitated arc routing problem
optimization
MultiObjective GP
multi-objective.
MOGP
interpretable routing policies
human trust
Human behavior
graph theory
GPHH
GP-evolved routing policies
genetic algorithms
effective routing policies
Complexity theory

biblio

Towards Effective Genetic Trust Evaluation in Open Network

Submitted by aekwall on Mon, 11/23/2020 - 11:36am

misbehaving entities
crossover and mutation strategy
family attributes
genetic algorithm searching
genetic searching termination condition
genetic trust
genetic trust evaluation method
genetic trust search algorithm
human social trust propagation
intuitive trust
biological evolution process
optimal trust chromosome
population evolutionary searching
self-optimization
self-organization principle
self-organizing system
trust evaluation process
trust value
human trust
Genetics
Trusted Computing
network security
pubcrawl
Sociology
Statistics
genetic algorithm
genetic algorithms
IP address
IP networks
Trust management
Biological cells
search problems
open network environment
trust evaluation
Human behavior
malicious entities
behavior feedback

biblio

Toward Limiting Social Botnet Effectiveness while Detection Is Performed: A Probabilistic Approach

Submitted by grigby1 on Fri, 09/11/2020 - 12:08pm

social networking (online)
social media botnets
social botnet effectiveness
social botnet
deterministic propagation actions
Physics
social media platforms
botnet
game theory
Statistics
Sociology
social media
social media networks
pubcrawl
Social network services
probability
probabilistic model
Probabilistic logic
Compositionality
Metrics
botnets
invasive software
computer science
security
Resiliency

biblio

Semi-black-box Attacks Against Speech Recognition Systems Using Adversarial Samples

Submitted by grigby1 on Fri, 09/04/2020 - 4:10pm

automatic speech recognition systems
Black Box Security
targeted ASR systems
semiblack-box attack
semi-black-box attacks
security vulnerabilities
Kaldi
high attack success rate
gradient-independent genetic algorithm
gradient descent algorithm
adversary-expected transcript texts
adversarial samples
adversarial attacks
white-box attacks
Speech recognition
gradient methods
security of data
Deep Neural Network
Perturbation methods
deep neural networks
Statistics
Sociology
genetic algorithms
neural nets
resilience
Resiliency
Metrics
composability
pubcrawl
Hidden Markov models
Computational modeling

biblio

Targeted Adversarial Examples for Black Box Audio Systems

Submitted by grigby1 on Fri, 09/04/2020 - 4:10pm

adversarial perturbations
Black Box Security
white-box attacks
speech-to-text
Speech recognition
gradient methods
gradient estimation
fooling ASR systems
estimation
deep recurrent networks
black-box
black box audio systems
automatic speech recognition systems
audio transcription
audio systems
adversarial generation
security of data
Approximation algorithms
recurrent neural nets
adversarial attack
deep neural networks
Statistics
Sociology
genetic algorithms
Decoding
resilience
Resiliency
Metrics
composability
pubcrawl
Task Analysis

biblio

Differential Inference Testing: A Practical Approach to Evaluate Sanitizations of Datasets

Submitted by grigby1 on Thu, 07/09/2020 - 1:57pm

Predictive models
testing
Sociology
sensitive information
sensitive attribute
Scalability
sanitized data
sanitization techniques
sanitization
Resiliency
resilience
pubcrawl
privacy models
privacy
Compositionality
personal information
machine learning
l-Diversity
k-anonymity
Inferences
inference mechanisms
Human Factors
Human behavior
differential privacy
differential inference testing
Data Sanitization
data privacy
data deletion

biblio

A genetic algorithm for obtaining memory constrained near-perfect hashing

Submitted by grigby1 on Fri, 06/12/2020 - 12:10pm

near-perfect hashing
uniform data distribution
Statistics
Sociology
search problems
Resiliency
resilience
pubcrawl
operating systems
open-addressing double-hashing approach
nonlinear transformation
Next generation networking
binary search
memory-constrained applications
Memory management
hash table
hash algorithms
genetic algorithms
genetic algorithm
file organisation
fast items retrieval
Compositionality
Cohttps://ieeexplore.ieee.org/document/8402794mplexity theory

biblio

Simultaneous diagnosis of multiple parametric faults based on differential evolution algorithm

Submitted by aekwall on Mon, 05/18/2020 - 10:48am

fault diagnosis
multiple fault diagnosis
simultaneous diagnosis
multiple parametric faults
multiple abrupt faults diagnosis
multifault parameters estimation
Lipschitz nonlinear system
differential evolution algorithm
differential evolution
fault detection
nonlinear systems
Resiliency
evolutionary computation
Nonlinear system
estimation
Human Factors
cyber physical systems
Statistics
Sociology
optimization
Metrics
pubcrawl

biblio

Adversarially Adapting Deceptive Views and Reconnaissance Scans on a Software Defined Network

Submitted by grigby1 on Fri, 05/15/2020 - 11:35am

optimized configuration
threat model presumes
subnets
Statistics
Software Defined Networks
software defined networking
Software Defined Network
Software
Sociology
Scalability
Resiliency
resilience
reconnaissance scans
Reconnaissance
pubcrawl
Artificial Intelligence
NMAP ping scans
Network reconnaissance
Network Deception
IP networks
IP addresses
honeypots
high performing static defenses
genetic algorithms
Generators
evading detection
deceptive network view
computer network security
coevolutionary genetic algorithm
coevolution

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Cyber-Physical Systems Virtual Organization

Read-only archive of site from September 29, 2023.

Sociology

Fidelity: Towards Measuring the Trustworthiness of Neural Network Classification

A Two-Stage Genetic Programming Hyper-Heuristic for Uncertain Capacitated Arc Routing Problem

Towards Effective Genetic Trust Evaluation in Open Network

Toward Limiting Social Botnet Effectiveness while Detection Is Performed: A Probabilistic Approach

Semi-black-box Attacks Against Speech Recognition Systems Using Adversarial Samples

Targeted Adversarial Examples for Black Box Audio Systems

Differential Inference Testing: A Practical Approach to Evaluate Sanitizations of Datasets

A genetic algorithm for obtaining memory constrained near-perfect hashing

Simultaneous diagnosis of multiple parametric faults based on differential evolution algorithm

Adversarially Adapting Deceptive Views and Reconnaissance Scans on a Software Defined Network