AIセキュリティポータルbot

The Performance of Machine and Deep Learning Classifiers in Detecting Zero-Day Vulnerabilities

Authors: Faranak Abri, Sima Siami-Namini, Mahdi Adl Khanghah, Fahimeh Mirza Soltani, Akbar Siami Namin | Published: 2019-11-21
Hyperparameter Optimization
Model Performance Evaluation
Feature Engineering
2019.11.21 2025.05.28
Literature Database

Robustness Certificates for Sparse Adversarial Attacks by Randomized Ablation

Authors: Alexander Levine, Soheil Feizi | Published: 2019-11-21
Model Performance Evaluation
Numerical Stability Issues
Adversarial Attack Methods
2019.11.21 2025.05.28
Literature Database

Fine-grained Synthesis of Unrestricted Adversarial Examples

Authors: Omid Poursaeed, Tianxing Jiang, Yordanos Goshu, Harry Yang, Serge Belongie, Ser-Nam Lim | Published: 2019-11-20 | Updated: 2020-10-22
Model Performance Evaluation
Model Design
Adversarial Attack Methods
2019.11.20 2025.05.28
Literature Database

Deep Minimax Probability Machine

Authors: Lirong He, Ziyi Guo, Kaizhu Huang, Zenglin Xu | Published: 2019-11-20
Model Performance Evaluation
Adversarial Example
Adversarial Attack Methods
2019.11.20 2025.05.28
Literature Database

Cognitive Internet of Vehicles: Motivation, Layered Architecture and Security Issues

Authors: Khondokar Fida Hasan, Tarandeep Kaur, Md. Mhedi Hasan, Yanming Feng | Published: 2019-11-20
Cloud Computing
Privacy Protection
Machine Learning Technology
2019.11.20 2025.05.28
Literature Database

Adversarial Robustness of Flow-Based Generative Models

Authors: Phillip Pope, Yogesh Balaji, Soheil Feizi | Published: 2019-11-20
Trade-off Analysis
Model Design
Adversarial Attack Methods
2019.11.20 2025.05.28
Literature Database

Generate (non-software) Bugs to Fool Classifiers

Authors: Hiromu Yakura, Youhei Akimoto, Jun Sakuma | Published: 2019-11-20
Model Performance Evaluation
Adversarial Example
Adversarial Attack Methods
2019.11.20 2025.05.28
Literature Database

Sieving Fake News From Genuine: A Synopsis

Authors: Shahid Alam, Abdulaziz Ravshanbekov | Published: 2019-11-19
Spam Detection
Role of Machine Learning
Feature Engineering
2019.11.19 2025.05.28
Literature Database

Towards non-toxic landscapes: Automatic toxic comment detection using DNN

Authors: Ashwin Geet D'Sa, Irina Illina, Dominique Fohr | Published: 2019-11-19 | Updated: 2020-09-16
Class Imbalance
Model Performance Evaluation
Adversarial Attack Methods
2019.11.19 2025.05.28
Literature Database

Deep Detector Health Management under Adversarial Campaigns

Authors: Javier Echauz, Keith Kenemer, Sarfaraz Hussein, Jay Dhaliwal, Saurabh Shintre, Slawomir Grzonkowski, Andrew Gardner | Published: 2019-11-19
Class Imbalance
Adversarial Example
Adversarial Attack Methods
2019.11.19 2025.05.28
Literature Database
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