Literature Database

Shield: Fast, Practical Defense and Vaccination for Deep Learning using JPEG Compression

Authors: Nilaksh Das, Madhuri Shanbhogue, Shang-Tse Chen, Fred Hohman, Siwei Li, Li Chen, Michael E. Kounavis, Duen Horng Chau | Published: 2018-02-19
Certified Robustness
Adversarial attack
Machine Learning Method
2018.02.19 2025.05.28
Literature Database

Are Generative Classifiers More Robust to Adversarial Attacks?

Authors: Yingzhen Li, John Bradshaw, Yash Sharma | Published: 2018-02-19 | Updated: 2019-05-27
Robustness Evaluation
Adversarial Learning
Adversarial attack
2018.02.19 2025.05.28
Literature Database

Actions Speak Louder Than Goals: Valuing Player Actions in Soccer

Authors: Tom Decroos, Lotte Bransen, Jan Van Haaren, Jesse Davis | Published: 2018-02-18 | Updated: 2019-07-10
Privacy Management
User Behavior Analysis
Machine Learning Method
2018.02.18 2025.05.28
Literature Database

WebEye – Automated Collection of Malicious HTTP Traffic

Authors: Johann Vierthaler, Roman Kruszelnicki, Julian Schütte | Published: 2018-02-16
Data Collection
User Activity Analysis
Malicious Website Detection
2018.02.16 2025.05.28
Literature Database

Adversarial Risk and the Dangers of Evaluating Against Weak Attacks

Authors: Jonathan Uesato, Brendan O'Donoghue, Aaron van den Oord, Pushmeet Kohli | Published: 2018-02-15 | Updated: 2018-06-12
Adversarial Learning
Adversarial Learning
Adversarial attack
2018.02.15 2025.05.28
Literature Database

Stealing Hyperparameters in Machine Learning

Authors: Binghui Wang, Neil Zhenqiang Gong | Published: 2018-02-14 | Updated: 2019-09-07
Privacy-Preserving Machine Learning
Model Extraction Attack
Optimization Strategy
2018.02.14 2025.05.28
Literature Database

Generative Models for Spear Phishing Posts on Social Media

Authors: John Seymour, Philip Tully | Published: 2018-02-14
Data Collection
User Activity Analysis
Machine Learning Method
2018.02.14 2025.05.28
Literature Database

Security Analysis and Enhancement of Model Compressed Deep Learning Systems under Adversarial Attacks

Authors: Qi Liu, Tao Liu, Zihao Liu, Yanzhi Wang, Yier Jin, Wujie Wen | Published: 2018-02-14 | Updated: 2018-03-19
Certified Robustness
Adversarial Example
Adversarial attack
2018.02.14 2025.05.28
Literature Database

Understanding Membership Inferences on Well-Generalized Learning Models

Authors: Yunhui Long, Vincent Bindschaedler, Lei Wang, Diyue Bu, Xiaofeng Wang, Haixu Tang, Carl A. Gunter, Kai Chen | Published: 2018-02-13
Privacy Protection Mechanism
Membership Inference
Model Inversion
2018.02.13 2025.05.28
Literature Database

Distributed One-class Learning

Authors: Ali Shahin Shamsabadi, Hamed Haddadi, Andrea Cavallaro | Published: 2018-02-10
Privacy Protection Mechanism
Adversarial Learning
Machine Learning Method
2018.02.10 2025.05.28
Literature Database
Next page