AIセキュリティポータルbot

Protecting Federated Learning from Extreme Model Poisoning Attacks via Multidimensional Time Series Anomaly Detection

Authors: Edoardo Gabrielli, Dimitri Belli, Zoe Matrullo, Vittorio Miori, Gabriele Tolomei | Published: 2023-03-29 | Updated: 2024-12-02
Data Contamination Detection
Poisoning
Convergence Property
2023.03.29 2025.05.28
Literature Database

Targeted Adversarial Attacks on Wind Power Forecasts

Authors: René Heinrich, Christoph Scholz, Stephan Vogt, Malte Lehna | Published: 2023-03-29 | Updated: 2023-08-17
DNN IP Protection Method
Attack Pattern Extraction
Climate Data Collection
2023.03.29 2025.05.28
Literature Database

On the Query Complexity of Training Data Reconstruction in Private Learning

Authors: Prateeti Mukherjee, Satya Lokam | Published: 2023-03-29 | Updated: 2024-01-11
Privacy Protection Method
Privacy Analysis
Privacy Assessment
2023.03.29 2025.05.28
Literature Database

Oracle Counterpoint: Relationships between On-chain and Off-chain Market Data

Authors: Zhimeng Yang, Ariah Klages-Mundt, Lewis Gudgeon | Published: 2023-03-28 | Updated: 2023-07-27
Blockchain Economics
Transaction Profit and Performance
Transaction Flow
2023.03.28 2025.05.28
Literature Database

A Survey on Malware Detection with Graph Representation Learning

Authors: Tristan Bilot, Nour El Madhoun, Khaldoun Al Agha, Anis Zouaoui | Published: 2023-03-28 | Updated: 2023-08-17
Graph Embedding
Poisoning
Malware Classification
2023.03.28 2025.05.28
Literature Database

Clustered Federated Learning Architecture for Network Anomaly Detection in Large Scale Heterogeneous IoT Networks

Authors: Xabier Sáez-de-Cámara, Jose Luis Flores, Cristóbal Arellano, Aitor Urbieta, Urko Zurutuza | Published: 2023-03-28 | Updated: 2023-07-27
Client Clustering
Clustering methods
Performance Evaluation
2023.03.28 2025.05.28
Literature Database

Machine-learned Adversarial Attacks against Fault Prediction Systems in Smart Electrical Grids

Authors: Carmelo Ardito, Yashar Deldjoo, Tommaso Di Noia, Eugenio Di Sciascio, Fatemeh Nazary, Giovanni Servedio | Published: 2023-03-28 | Updated: 2024-01-30
Automation of Cybersecurity
Adversarial Example
Machine Learning Technology
2023.03.28 2025.05.28
Literature Database

MGTBench: Benchmarking Machine-Generated Text Detection

Authors: Xinlei He, Xinyue Shen, Zeyuan Chen, Michael Backes, Yang Zhang | Published: 2023-03-26 | Updated: 2024-01-16
MGT Detection Method
Prompt Injection
Performance Evaluation
2023.03.26 2025.05.28
Literature Database

How many dimensions are required to find an adversarial example?

Authors: Charles Godfrey, Henry Kvinge, Elise Bishoff, Myles Mckay, Davis Brown, Tim Doster, Eleanor Byler | Published: 2023-03-24 | Updated: 2023-04-11
Convergence Property
Adversarial Example
Machine Learning Technology
2023.03.24 2025.05.28
Literature Database

Paraphrasing evades detectors of AI-generated text, but retrieval is an effective defense

Authors: Kalpesh Krishna, Yixiao Song, Marzena Karpinska, John Wieting, Mohit Iyyer | Published: 2023-03-23 | Updated: 2023-10-18
DNN IP Protection Method
Prompt Injection
Machine Learning Technology
2023.03.23 2025.05.28
Literature Database
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