文献データベース

Unleashing the Tiger: Inference Attacks on Split Learning

Authors: Dario Pasquini, Giuseppe Ateniese, Massimo Bernaschi | Published: 2020-12-04 | Updated: 2021-11-04
メンバーシップ推論
攻撃手法
機械学習のプライバシー保護

TrollHunter [Evader]: Automated Detection [Evasion] of Twitter Trolls During the COVID-19 Pandemic

Authors: Peter Jachim, Filipo Sharevski, Paige Treebridge | Published: 2020-12-04 | Updated: 2020-12-07
コンテンツモデレーション
セキュリティ分析
敵対的学習

Channel Effects on Surrogate Models of Adversarial Attacks against Wireless Signal Classifiers

Authors: Brian Kim, Yalin E. Sagduyu, Tugba Erpek, Kemal Davaslioglu, Sennur Ulukus | Published: 2020-12-03 | Updated: 2021-03-09
攻撃手法
敵対的サンプル
敵対的学習

SSGD: A safe and efficient method of gradient descent

Authors: Jinhuan Duan, Xianxian Li, Shiqi Gao, Jinyan Wang, Zili Zhong | Published: 2020-12-03 | Updated: 2021-04-26
パラメータ調整
最適化手法
機械学習のプライバシー保護

FAT: Federated Adversarial Training

Authors: Giulio Zizzo, Ambrish Rawat, Mathieu Sinn, Beat Buesser | Published: 2020-12-03
バックドア攻撃
ポイズニング
敵対的訓練

Intrusion Detection Systems for IoT: opportunities and challenges offered by Edge Computing and Machine Learning

Authors: Pietro Spadaccino, Francesca Cuomo | Published: 2020-12-02 | Updated: 2022-04-14
機械学習
異常検出手法
通信効率

A Chatbot for Information Security

Authors: Sofian Hamad, Taoufik Yeferny | Published: 2020-12-01
AIチャットボットの悪用
アドバイス提供
情報セキュリティ

Cyber-Attack Consequence Prediction

Authors: Prerit Datta, Natalie Lodinger, Akbar Siami Namin, Keith S. Jones | Published: 2020-12-01 | Updated: 2020-12-02
データ収集
特徴抽出手法
脆弱性検出

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
データラベリングの課題
医療AIの脅威
敵対的攻撃手法

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攻撃
MLベースのIDS
特徴抽出手法