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Cyber-Physical Systems Virtual Organization
Fostering collaboration among CPS professionals in academia, government, and industry
CPS-VO
Perturbation methods
biblio
FALIoTSE: Towards Federated Adversarial Learning for IoT Search Engine Resiliency
Submitted by grigby1 on Fri, 11/18/2022 - 4:43pm
neural network resiliency
White-Box attack
IoT search engine (IoTSE)
deep generative model
federated learning
Sensor Systems
Recurrent neural networks
Time series analysis
Adversarial Machine Learning
search engines
Perturbation methods
Resiliency
resilience
pubcrawl
Training
biblio
Protecting Reward Function of Reinforcement Learning via Minimal and Non-catastrophic Adversarial Trajectory
Submitted by grigby1 on Tue, 09/20/2022 - 12:27pm
Reinforcement learning
reward function
non-catastrophic
expert trajectory
Costs
Human Factors
adversarial attack
expert systems
Clustering algorithms
Predictive models
Prediction algorithms
Measurement
Perturbation methods
privacy
Scalability
Human behavior
pubcrawl
biblio
Privacy Protection Method for Experts' Evaluation Ability Calculation of Peer Review
Submitted by grigby1 on Tue, 09/20/2022 - 12:27pm
pubcrawl
Human behavior
Scalability
privacy
data privacy
Information systems
computer security
Perturbation methods
privacy protection
usability
expert systems
Human Factors
Data Perturbation
evaluation ability
peer review
biblio
Vulnerability of Controller Area Network to Schedule-Based Attacks
Submitted by aekwall on Fri, 08/26/2022 - 10:57am
Perturbation methods
real-time systems
pubcrawl
Resiliency
Internet of Things
Safety
controller area network
Schedules
controller area network security
cyber-physical systems
control systems
Synchronization
Bus off-Attack
Land vehicles
Schedule Based Attack
biblio
Adversarial Attacks on Deep Learning Based Power Allocation in a Massive MIMO Network
Submitted by aekwall on Fri, 07/01/2022 - 8:46am
deep learning
Perturbation methods
tools
Wireless communication
pubcrawl
Scalability
Resiliency
Artificial Neural Networks
resource management
wireless security
Neural networks
adversarial attacks
precoding
massive MIMO
power allocation
Chained Attacks
biblio
Evaluating Model Robustness to Adversarial Samples in Network Intrusion Detection
Submitted by grigby1 on Tue, 06/14/2022 - 12:12pm
Training
feature extraction
machine learning
pubcrawl
resilience
Resiliency
Conferences
Scalability
Big Data
network security
Perturbation methods
Measurement
big data security metrics
network intrusion detection
adversarial artificial intelligence
model robustness evaluation
biblio
Modified RNP Privacy Protection Data Mining Method as Big Data Security
Submitted by grigby1 on Tue, 06/14/2022 - 12:11pm
Measurement
RNP
PPDM
privacy metrics
data utility
big data security metrics
Multimedia systems
Interference
Data mining
Support vector machines
Perturbation methods
Big Data
data privacy
Scalability
Resiliency
resilience
pubcrawl
biblio
Adversarial Deepfakes: Evaluating Vulnerability of Deepfake Detectors to Adversarial Examples
Submitted by grigby1 on Mon, 04/25/2022 - 3:29pm
Neural networks
pubcrawl
Human Factors
resilience
Resiliency
Scalability
Industries
Perturbation methods
Metrics
Detectors
Media
Pipelines
DeepFake
Video compression
biblio
Nomen Est Omen - The Role of Signatures in Ascribing Email Author Identity with Transformer Neural Networks
Submitted by grigby1 on Tue, 04/19/2022 - 12:16pm
privacy
transformer-based networks
Training
signature based defense
Sensitivity
Scalability
Resiliency
resilience
pubcrawl
adversarial perturbation
Perturbation methods
Neural networks
Natural languages
natural language processing
Forensics
Digital Forensics
authorship attribution
attention-based models
biblio
Sybil Attacks and Defense on Differential Privacy based Federated Learning
Submitted by grigby1 on Wed, 03/23/2022 - 10:34am
deep learning
Training
security
pubcrawl
resilience
Resiliency
privacy
composability
Perturbation methods
Metrics
differential privacy
Collaborative Work
federated learning
sybil attacks
Sybil attack
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