AIセキュリティポータルbot

Phishing Detection Leveraging Machine Learning and Deep Learning: A Review

Authors: Dinil Mon Divakaran, Adam Oest | Published: 2022-05-16
Web Page Content Analysis
Cyber Attack
Phishing Detection

Attack vs Benign Network Intrusion Traffic Classification

Authors: M. Andrecut | Published: 2022-05-15
Performance Evaluation
Attack Detection
evaluation metrics

Representation learning with function call graph transformations for malware open set recognition

Authors: Jingyun Jia, Philip K. Chan | Published: 2022-05-13 | Updated: 2022-07-12
Poisoning
Malware Classification
Self-Supervised Learning

On the Importance of Architecture and Feature Selection in Differentially Private Machine Learning

Authors: Wenxuan Bao, Luke A. Bauer, Vincent Bindschaedler | Published: 2022-05-13
Performance Evaluation
Privacy Assessment
Model Selection

A Vision Inspired Neural Network for Unsupervised Anomaly Detection in Unordered Data

Authors: Nassir Mohammad | Published: 2022-05-13
Robustness
Attack Detection
Self-Supervised Learning

Collaborative Drug Discovery: Inference-level Data Protection Perspective

Authors: Balazs Pejo, Mina Remeli, Adam Arany, Mathieu Galtier, Gergely Acs | Published: 2022-05-13 | Updated: 2022-06-09
Secure Aggregation
Privacy Assessment
Risk Analysis Method

DualCF: Efficient Model Extraction Attack from Counterfactual Explanations

Authors: Yongjie Wang, Hangwei Qian, Chunyan Miao | Published: 2022-05-13
Attack Methods against DFL
Query Generation Method
Attack Method

l-Leaks: Membership Inference Attacks with Logits

Authors: Shuhao Li, Yajie Wang, Yuanzhang Li, Yu-an Tan | Published: 2022-05-13
Performance Evaluation
Membership Inference
Attack Method

A Comprehensive Benchmark Suite for Intel SGX

Authors: Sandeep Kumar, Abhisek Panda, Smruti R. Sarangi | Published: 2022-05-13
TEE Implementation
Data Generation
Performance Evaluation

How to Combine Membership-Inference Attacks on Multiple Updated Models

Authors: Matthew Jagielski, Stanley Wu, Alina Oprea, Jonathan Ullman, Roxana Geambasu | Published: 2022-05-12
Performance Evaluation
Membership Inference
Attack Method