Literature Database

Cyber-Attack Consequence Prediction

Authors: Prerit Datta, Natalie Lodinger, Akbar Siami Namin, Keith S. Jones | Published: 2020-12-01 | Updated: 2020-12-02
Data Collection
Feature Extraction Method
Vulnerability detection

One-Pixel Attack Deceives Computer-Assisted Diagnosis of Cancer

Authors: Joni Korpihalkola, Tuomo Sipola, Samir Puuska, Tero Kokkonen | Published: 2020-12-01 | Updated: 2021-11-02
Challenges of Data Labeling
Threats of Medical AI
Adversarial Attack Methods

Towards a Universal Features Set for IoT Botnet Attacks Detection

Authors: Faisal Hussain, Syed Ghazanfar Abbas, Ubaid U. Fayyaz, Ghalib A. Shah, Abdullah Toqeer, Ahmad Ali | Published: 2020-12-01
DDoS Attack
ML-Based IDS
Feature Extraction Method

Twitter Spam Detection: A Systematic Review

Authors: Sepideh Bazzaz Abkenar, Mostafa Haghi Kashani, Mohammad Akbari, Ebrahim Mahdipour | Published: 2020-11-30 | Updated: 2020-12-01
Spam Detection Method
User Behavior Analysis
Research Methodology

TransMIA: Membership Inference Attacks Using Transfer Shadow Training

Authors: Seira Hidano, Takao Murakami, Yusuke Kawamoto | Published: 2020-11-30 | Updated: 2021-04-23
Data Privacy Assessment
Membership Inference

Gradient Sparsification Can Improve Performance of Differentially-Private Convex Machine Learning

Authors: Farhad Farokhi | Published: 2020-11-30 | Updated: 2020-12-01
Data Privacy Assessment
Performance Evaluation
Model Performance Evaluation

Voting based ensemble improves robustness of defensive models

Authors: Devvrit, Minhao Cheng, Cho-Jui Hsieh, Inderjit Dhillon | Published: 2020-11-28
Model Performance Evaluation
Attack Type
Adversarial attack

InstaHide’s Sample Complexity When Mixing Two Private Images

Authors: Baihe Huang, Zhao Song, Runzhou Tao, Junze Yin, Ruizhe Zhang, Danyang Zhuo | Published: 2020-11-24 | Updated: 2024-02-06
Watermarking
Data Privacy Assessment
Structural Learning

Omni: Automated Ensemble with Unexpected Models against Adversarial Evasion Attack

Authors: Rui Shu, Tianpei Xia, Laurie Williams, Tim Menzies | Published: 2020-11-23 | Updated: 2021-10-12
Model Performance Evaluation
Adversarial Example
Adversarial attack

Beta-CoRM: A Bayesian Approach for $n$-gram Profiles Analysis

Authors: José A. Perusquía, Jim E. Griffin, Cristiano Villa | Published: 2020-11-23 | Updated: 2024-09-02
Model Performance Evaluation
Feature Engineering
Generative Model Characteristics