Literature Database

Dodging Attack Using Carefully Crafted Natural Makeup

Authors: Nitzan Guetta, Asaf Shabtai, Inderjeet Singh, Satoru Momiyama, Yuval Elovici | Published: 2021-09-14
Makeup Attack
Adversarial attack
Face Recognition System

The mathematics of adversarial attacks in AI — Why deep learning is unstable despite the existence of stable neural networks

Authors: Alexander Bastounis, Anders C Hansen, Verner Vlačić | Published: 2021-09-13 | Updated: 2025-03-26
Algorithm
Generalization Performance
Adversarial Learning

Deep Generative Models to Extend Active Directory Graphs with Honeypot Users

Authors: Ondrej Lukas, Sebastian Garcia | Published: 2021-09-13
Graph Neural Network
Data Extraction and Analysis
Data Generation

Formalizing and Estimating Distribution Inference Risks

Authors: Anshuman Suri, David Evans | Published: 2021-09-13 | Updated: 2022-07-05
Data Leakage
Membership Inference
Adversarial Learning

Differential Privacy in Personalized Pricing with Nonparametric Demand Models

Authors: Xi Chen, Sentao Miao, Yining Wang | Published: 2021-09-10
Algorithm
Data Privacy Assessment
Privacy Risk Management

Social Media Monitoring for IoT Cyber-Threats

Authors: Sofia Alevizopoulou, Paris Koloveas, Christos Tryfonopoulos, Paraskevi Raftopoulou | Published: 2021-09-09
Algorithm
Cybersecurity
Vulnerability Management

Automated Security Assessment for the Internet of Things

Authors: Xuanyu Duan, Mengmeng Ge, Triet H. M. Le, Faheem Ullah, Shang Gao, Xuequan Lu, M. Ali Babar | Published: 2021-09-09
Risk Assessment Method
Machine Learning
Vulnerability detection

Detecting Attacks on IoT Devices using Featureless 1D-CNN

Authors: Arshiya Khan, Chase Cotton | Published: 2021-09-09
Malware Detection Method
Machine Learning
Communication Analysis

Knowledge mining of unstructured information: application to cyber-domain

Authors: Tuomas Takko, Kunal Bhattacharya, Martti Lehto, Pertti Jalasvirta, Aapo Cederberg, Kimmo Kaski | Published: 2021-09-08 | Updated: 2022-08-01
Risk Assessment Method
Information Extraction Method
Knowledge Graph

Dubhe: Towards Data Unbiasedness with Homomorphic Encryption in Federated Learning Client Selection

Authors: Shulai Zhang, Zirui Li, Quan Chen, Wenli Zheng, Jingwen Leng, Minyi Guo | Published: 2021-09-08
Client Selection Method
Poisoning
Federated Learning