AIセキュリティポータルbot

Cyber Attack Detection thanks to Machine Learning Algorithms

Authors: Antoine Delplace, Sheryl Hermoso, Kristofer Anandita | Published: 2020-01-17
Machine Learning Method
Feature Engineering
Statistical Methods
2020.01.17 2025.05.28
Literature Database

Code-Bridged Classifier (CBC): A Low or Negative Overhead Defense for Making a CNN Classifier Robust Against Adversarial Attacks

Authors: Farnaz Behnia, Ali Mirzaeian, Mohammad Sabokrou, Sai Manoj, Tinoosh Mohsenin, Khaled N. Khasawneh, Liang Zhao, Houman Homayoun, Avesta Sasan | Published: 2020-01-16
Adversarial Example
Adversarial Learning
Computational Complexity
2020.01.16 2025.05.28
Literature Database

A simple way to make neural networks robust against diverse image corruptions

Authors: Evgenia Rusak, Lukas Schott, Roland S. Zimmermann, Julian Bitterwolf, Oliver Bringmann, Matthias Bethge, Wieland Brendel | Published: 2020-01-16 | Updated: 2020-07-22
Robustness Analysis
Convergence analysis
Adversarial Learning
2020.01.16 2025.05.28
Literature Database

Attack based DoS attack detection using multiple classifier

Authors: Mohamed Abushwereb, Muhannad Mustafa, Mouhammd Al-kasassbeh, Malik Qasaimeh | Published: 2020-01-16
DDoS Attack Detection
Network Threat Detection
Adversarial Attack Methods
2020.01.16 2025.05.28
Literature Database

Universal Adversarial Attack on Attention and the Resulting Dataset DAmageNet

Authors: Sizhe Chen, Zhengbao He, Chengjin Sun, Jie Yang, Xiaolin Huang | Published: 2020-01-16 | Updated: 2020-10-21
Adversarial Learning
Adversarial Attack Detection
Research Methodology
2020.01.16 2025.05.28
Literature Database

Humpty Dumpty: Controlling Word Meanings via Corpus Poisoning

Authors: Roei Schuster, Tal Schuster, Yoav Meri, Vitaly Shmatikov | Published: 2020-01-14
Membership Inference
Adversarial Attack Methods
Statistical Analysis
2020.01.14 2025.05.28
Literature Database

DeepQuarantine for Suspicious Mail

Authors: Nikita Benkovich, Roman Dedenok, Dmitry Golubev | Published: 2020-01-13
Cloud Computing
Spam Classification Model
Model Communication
2020.01.13 2025.05.28
Literature Database

Advbox: a toolbox to generate adversarial examples that fool neural networks

Authors: Dou Goodman, Hao Xin, Wang Yang, Wu Yuesheng, Xiong Junfeng, Zhang Huan | Published: 2020-01-13 | Updated: 2020-08-26
Poisoning
Adversarial Example
Adversarial Attack Methods
2020.01.13 2025.05.28
Literature Database

On the Resilience of Biometric Authentication Systems against Random Inputs

Authors: Benjamin Zi Hao Zhao, Hassan Jameel Asghar, Mohamed Ali Kaafar | Published: 2020-01-13 | Updated: 2020-01-24
Poisoning
Adversarial attack
Machine Learning
2020.01.13 2025.05.28
Literature Database

Membership Inference Attacks Against Object Detection Models

Authors: Yeachan Park, Myungjoo Kang | Published: 2020-01-12 | Updated: 2020-01-28
Membership Inference
Adversarial attack
Machine Learning
2020.01.12 2025.05.28
Literature Database
Next page