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

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

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

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

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

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

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

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

A survey on hardware-based malware detection approaches

Authors: Cristiano Pegoraro Chenet, Alessandro Savino, Stefano Di Carlo | Published: 2023-03-22 | Updated: 2024-04-18
Challenges of HPC
Cybersecurity
Machine Learning Technology

Information-Based Sensor Placement for Data-Driven Estimation of Unsteady Flows

Authors: John Graff, Albert Medina, Francis Lagor | Published: 2023-03-22
Sensor Array Design
Machine Learning Method
State Estimation Method