AIセキュリティポータルbot

Backdoor Attacks on Bayesian Neural Networks using Reverse Distribution

Authors: Zhixin Pan, Prabhat Mishra | Published: 2022-05-18
Attack Methods against DFL
Backdoor Attack
Performance Evaluation

SoK: The Impact of Unlabelled Data in Cyberthreat Detection

Authors: Giovanni Apruzzese, Pavel Laskov, Aliya Tastemirova | Published: 2022-05-18
Dataset evaluation
Membership Inference
Performance Evaluation

Lessons Learned: Defending Against Property Inference Attacks

Authors: Joshua Stock, Jens Wettlaufer, Daniel Demmler, Hannes Federrath | Published: 2022-05-18 | Updated: 2023-10-09
Data Preprocessing
Membership Inference
Performance Evaluation

On the (In)security of Peer-to-Peer Decentralized Machine Learning

Authors: Dario Pasquini, Mathilde Raynal, Carmela Troncoso | Published: 2022-05-17 | Updated: 2023-11-10
Attack Methods against DFL
Privacy Technique
Privacy Leakage

Does Crypto Kill? Relationship between Electricity Consumption Carbon Footprints and Bitcoin Transactions

Authors: Altanai Bisht, Arielle Wilson, Zachary Jeffreys, Shadrokh Samavi | Published: 2022-05-16
Open Source Disclosure
Transaction Generation Method
Temperature Data

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