Literature Database

Adversarially Robust Distillation

Authors: Micah Goldblum, Liam Fowl, Soheil Feizi, Tom Goldstein | Published: 2019-05-23 | Updated: 2019-12-02
Model Performance Evaluation
Attack Detection
Adversarial Example
2019.05.23 2025.05.28
Literature Database

A Direct Approach to Robust Deep Learning Using Adversarial Networks

Authors: Huaxia Wang, Chun-Nam Yu | Published: 2019-05-23
Poisoning
Adversarial Example
Generative Adversarial Network
2019.05.23 2025.05.28
Literature Database

Deep Reinforcement Learning for Detecting Malicious Websites

Authors: Moitrayee Chatterjee, Akbar Siami Namin | Published: 2019-05-22
Phishing
Poisoning
Reinforcement Learning Algorithm
2019.05.22 2025.05.28
Literature Database

A framework for the extraction of Deep Neural Networks by leveraging public data

Authors: Soham Pal, Yash Gupta, Aditya Shukla, Aditya Kanade, Shirish Shevade, Vinod Ganapathy | Published: 2019-05-22
Data Collection
Membership Inference
Model Performance Evaluation
2019.05.22 2025.05.28
Literature Database

Learning to Confuse: Generating Training Time Adversarial Data with Auto-Encoder

Authors: Ji Feng, Qi-Zhi Cai, Zhi-Hua Zhou | Published: 2019-05-22
Poisoning
Effective Perturbation Methods
Machine Learning Algorithm
2019.05.22 2025.05.28
Literature Database

DoPa: A Comprehensive CNN Detection Methodology against Physical Adversarial Attacks

Authors: Zirui Xu, Fuxun Yu, Xiang Chen | Published: 2019-05-21 | Updated: 2019-08-28
Vulnerability of CNN
Attack Detection
Physical Adversarial Attack
2019.05.21 2025.05.28
Literature Database

Few-Shot Adversarial Learning of Realistic Neural Talking Head Models

Authors: Egor Zakharov, Aliaksandra Shysheya, Egor Burkov, Victor Lempitsky | Published: 2019-05-20 | Updated: 2019-09-25
Few-Shot Learning
Deepfake
Deep Learning Model
2019.05.20 2025.05.28
Literature Database

Phish-IRIS: A New Approach for Vision Based Brand Prediction of Phishing Web Pages via Compact Visual Descriptors

Authors: Firat Coskun Dalgic, Ahmet Selman Bozkir, Murat Aydos | Published: 2019-05-19
Model Evaluation
Feature Extraction Method
Visual Techniques
2019.05.19 2025.05.28
Literature Database

Taking Care of The Discretization Problem: A Comprehensive Study of the Discretization Problem and A Black-Box Adversarial Attack in Discrete Integer Domain

Authors: Lei Bu, Yuchao Duan, Fu Song, Zhe Zhao | Published: 2019-05-19 | Updated: 2020-04-26
Model Evaluation
Performance Evaluation Metrics
Taxonomy of Attacks
2019.05.19 2025.05.28
Literature Database

The Curious Case of Machine Learning In Malware Detection

Authors: Sherif Saad, William Briguglio, Haytham Elmiligi | Published: 2019-05-18
Malware Detection Method
Information Security
Adaptive Retraining Mechanism
2019.05.18 2025.05.28
Literature Database
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