AIセキュリティポータルbot

Bayesian SegNet: Model Uncertainty in Deep Convolutional Encoder-Decoder Architectures for Scene Understanding

Authors: Alex Kendall, Vijay Badrinarayanan, Roberto Cipolla | Published: 2015-11-09 | Updated: 2016-10-10
Bayesian Optimization
Quantification of Uncertainty
Deep Learning Method

Sensor-based Proximity Detection in the Face of Active Adversaries

Authors: Babins Shrestha, Nitesh Saxena, Hien Thi Thu Truong, N. Asokan | Published: 2015-11-03 | Updated: 2021-04-05
Adversarial attack
Physical Adversarial Attack
Speech Signal Processing

Reviewer Integration and Performance Measurement for Malware Detection

Authors: Brad Miller, Alex Kantchelian, Michael Carl Tschantz, Sadia Afroz, Rekha Bachwani, Riyaz Faizullabhoy, Ling Huang, Vaishaal Shankar, Tony Wu, George Yiu, Anthony D. Joseph, J. D. Tygar | Published: 2015-10-26 | Updated: 2016-05-27
Data Collection
Model Performance Evaluation
悪意のあるバイナリ選定

Exact Inference Techniques for the Analysis of Bayesian Attack Graphs

Authors: Luis Muñoz-González, Daniele Sgandurra, Martín Barrère, Emil Lupu | Published: 2015-10-08 | Updated: 2016-11-04
Clustering methods
Bayesian Adversarial Learning
Vulnerability detection

Supporting Regularized Logistic Regression Privately and Efficiently

Authors: Wenfa Li, Hongzhe Liu, Peng Yang, Wei Xie | Published: 2015-10-01
Privacy Risk Management
Privacy-Preserving Machine Learning
Model Performance Evaluation

Fast Sequence Component Analysis for Attack Detection in Synchrophasor Networks

Authors: Jordan Landford, Rich Meier, Richard Barella, Xinghui Zhao, Eduardo Cotilla-Sanchez, Robert B. Bass, Scott Wallace | Published: 2015-09-17
Ensemble Learning
Data Collection
Model Performance Evaluation

Fame for sale: efficient detection of fake Twitter followers

Authors: Stefano Cresci, Roberto Di Pietro, Marinella Petrocchi, Angelo Spognardi, Maurizio Tesconi | Published: 2015-09-14 | Updated: 2015-11-10
Data Collection
Model Performance Evaluation
Feature Selection Method

Anomaly Detection for malware identification using Hardware Performance Counters

Authors: Alberto Garcia-Serrano | Published: 2015-08-29
Challenges of HPC
Clustering methods
Data Collection

On the Privacy Properties of Variants on the Sparse Vector Technique

Authors: Yan Chen, Ashwin Machanavajjhala | Published: 2015-08-28
Privacy Risk Management
Privacy Protection Mechanism
Differential Privacy

Encrypted statistical machine learning: new privacy preserving methods

Authors: Louis J. M. Aslett, Pedro M. Esperança, Chris C. Holmes | Published: 2015-08-27
Ensemble Learning
Data Augmentation in Encrypted Domains
暗号化環境でのデータ処理