攻撃タイプ

Statistical Detection of Adversarial examples in Blockchain-based Federated Forest In-vehicle Network Intrusion Detection Systems

Authors: Ibrahim Aliyu, Selinde van Engelenburg, Muhammed Bashir Muazu, Jinsul Kim, Chang Gyoon Lim | Published: 2022-07-11
ポイズニング
攻撃タイプ
敵対的学習

Process Mining Algorithm for Online Intrusion Detection System

Authors: Yinzheng Zhong, John Y. Goulermas, Alexei Lisitsa | Published: 2022-05-24
データ収集
ネットワーク脅威検出
攻撃タイプ

Focused Adversarial Attacks

Authors: Thomas Cilloni, Charles Walter, Charles Fleming | Published: 2022-05-19
DFLに対する攻撃手法
攻撃タイプ
敵対的サンプル

A Word is Worth A Thousand Dollars: Adversarial Attack on Tweets Fools Stock Predictions

Authors: Yong Xie, Dakuo Wang, Pin-Yu Chen, Jinjun Xiong, Sijia Liu, Sanmi Koyejo | Published: 2022-05-01 | Updated: 2022-07-12
DFLに対する攻撃手法
サイバー脅威
攻撃タイプ

Adversarial attacks on an optical neural network

Authors: Shuming Jiao, Ziwei Song, Shuiying Xiang | Published: 2022-04-29
サイバー脅威
攻撃タイプ
画像特徴抽出

Backdooring Explainable Machine Learning

Authors: Maximilian Noppel, Lukas Peter, Christian Wressnegger | Published: 2022-04-20
バックドア攻撃
攻撃タイプ
説明可能性

Exploration of Machine Learning Classification Models Used for Behavioral Biometrics Authentication

Authors: Sara Kokal, Laura Pryor, Rushit Dave | Published: 2022-04-19
ユーザ行動分析
攻撃タイプ
機械学習手法

Machine Learning Security against Data Poisoning: Are We There Yet?

Authors: Antonio Emanuele Cinà, Kathrin Grosse, Ambra Demontis, Battista Biggio, Fabio Roli, Marcello Pelillo | Published: 2022-04-12 | Updated: 2024-03-08
ポイズニング
攻撃タイプ
防御手法

Unsupervised Detection of Adversarial Examples with Model Explanations

Authors: Gihyuk Ko, Gyumin Lim | Published: 2021-07-22
メンバーシップ推論
攻撃タイプ
敵対的サンプル

SHARKS: Smart Hacking Approaches for RisK Scanning in Internet-of-Things and Cyber-Physical Systems based on Machine Learning

Authors: Tanujay Saha, Najwa Aaraj, Neel Ajjarapu, Niraj K. Jha | Published: 2021-01-07 | Updated: 2022-10-19
攻撃タイプ
機械学習手法
脆弱性管理