AIセキュリティポータルbot

Trojan Horse Training for Breaking Defenses against Backdoor Attacks in Deep Learning

Authors: Arezoo Rajabi, Bhaskar Ramasubramanian, Radha Poovendran | Published: 2022-03-25
Trojan Horse Signature
Knowledge Distillation
Defense Method
2022.03.25 2025.05.28
Literature Database

Email Summarization to Assist Users in Phishing Identification

Authors: Amir Kashapov, Tingmin Wu, Alsharif Abuadbba, Carsten Rudolph | Published: 2022-03-24
Business Email Compromise
Email Security
Defense Method
2022.03.24 2025.05.28
Literature Database

MERLIN — Malware Evasion with Reinforcement LearnINg

Authors: Tony Quertier, Benjamin Marais, Stéphane Morucci, Bertrand Fournel | Published: 2022-03-24 | Updated: 2022-03-30
Privacy Protection
Reinforcement Learning Algorithm
Defense Method
2022.03.24 2025.05.28
Literature Database

Powerful Physical Adversarial Examples Against Practical Face Recognition Systems

Authors: Inderjeet Singh, Toshinori Araki, Kazuya Kakizaki | Published: 2022-03-23
Smoothness Penalty
Physical attack
Face Recognition
2022.03.23 2025.05.28
Literature Database

Ethereum Fraud Detection with Heterogeneous Graph Neural Networks

Authors: Hiroki Kanezashi, Toyotaro Suzumura, Xin Liu, Takahiro Hirofuchi | Published: 2022-03-23 | Updated: 2022-07-04
Model Selection
Link Prediction Method
Structural Learning
2022.03.23 2025.05.28
Literature Database

Online Encrypted Skype Identification Based on an Updating Mechanism

Authors: Shi Dong | Published: 2022-03-23
Dataset evaluation
Training Data Generation
Feature Extraction Method
2022.03.23 2025.05.28
Literature Database

Semi-Targeted Model Poisoning Attack on Federated Learning via Backward Error Analysis

Authors: Yuwei Sun, Hideya Ochiai, Jun Sakuma | Published: 2022-03-22 | Updated: 2022-05-10
Attack Methods against DFL
Poisoning
Semi-Targeted Attack
2022.03.22 2025.05.28
Literature Database

Dazzle: Using Optimized Generative Adversarial Networks to Address Security Data Class Imbalance Issue

Authors: Rui Shu, Tianpei Xia, Laurie Williams, Tim Menzies | Published: 2022-03-22 | Updated: 2022-05-02
Dataset evaluation
Training Data Generation
Hyperparameter Optimization
2022.03.22 2025.05.28
Literature Database

FGAN: Federated Generative Adversarial Networks for Anomaly Detection in Network Traffic

Authors: Sankha Das | Published: 2022-03-21
Model Communication
Intrusion Detection System
Generative Adversarial Network
2022.03.21 2025.05.28
Literature Database

Ovid: A Machine Learning Approach for Automated Vandalism Detection in OpenStreetMap

Authors: Nicolas Tempelmeier, Elena Demidova | Published: 2022-03-21
Training Data Generation
Analysis of Detection Methods
Machine Learning
2022.03.21 2025.05.28
Literature Database
Next page