Data Extraction and Analysis

Identifying Likely-Reputable Blockchain Projects on Ethereum

Authors: Cyrus Malik, Josef Bajada, Joshua Ellul | Published: 2025-03-14
Data Extraction and Analysis
Risk Analysis Method
Feature Engineering

From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Authors: Darren Edge, Ha Trinh, Newman Cheng, Joshua Bradley, Alex Chao, Apurva Mody, Steven Truitt, Dasha Metropolitansky, Robert Osazuwa Ness, Jonathan Larson | Published: 2024-04-24 | Updated: 2025-02-19
RAG
Explainability of Graph Machine Learning
Data Extraction and Analysis

Evaluating the Effectiveness of LLMs in Introductory Computer Science Education: A Semester-Long Field Study

Authors: Wenhan Lyu, Yimeng Wang, Tingting, Chung, Yifan Sun, Yixuan Zhang | Published: 2024-04-20 | Updated: 2024-05-03
Data Extraction and Analysis
Human-Centered Computing
Education and Follow-up

Machine Learning in Digital Forensics: A Systematic Literature Review

Authors: Tahereh Nayerifard, Haleh Amintoosi, Abbas Ghaemi Bafghi, Ali Dehghantanha | Published: 2023-06-08
Watermarking
Data Extraction and Analysis
Image Forensics

Do Software Security Practices Yield Fewer Vulnerabilities?

Authors: Nusrat Zahan, Shohanuzzaman Shohan, Dan Harris, Laurie Williams | Published: 2022-10-20 | Updated: 2023-06-15
Security label
Data Extraction and Analysis
Dynamic Vulnerability Management

LSTM-Autoencoder based Anomaly Detection for Indoor Air Quality Time Series Data

Authors: Yuanyuan Wei, Julian Jang-Jaccard, Wen Xu, Fariza Sabrina, Seyit Camtepe, Mikael Boulic | Published: 2022-04-14
Algorithm Design
Data Extraction and Analysis
Machine Learning Application

A Natural Language Processing Approach for Instruction Set Architecture Identification

Authors: Dinuka Sahabandu, Sukarno Mertoguno, Radha Poovendran | Published: 2022-04-13
Data Extraction and Analysis
Program Understanding
Machine Learning Application

BABD: A Bitcoin Address Behavior Dataset for Pattern Analysis

Authors: Yuexin Xiang, Yuchen Lei, Ding Bao, Wei Ren, Tiantian Li, Qingqing Yang, Wenmao Liu, Tianqing Zhu, Kim-Kwang Raymond Choo | Published: 2022-04-10 | Updated: 2022-05-05
Algorithm Design
Data Extraction and Analysis
evaluation metrics

When the Curious Abandon Honesty: Federated Learning Is Not Private

Authors: Franziska Boenisch, Adam Dziedzic, Roei Schuster, Ali Shahin Shamsabadi, Ilia Shumailov, Nicolas Papernot | Published: 2021-12-06 | Updated: 2023-04-12
Data Extraction and Analysis
Training Data Extraction Method
Poisoning

FP-Radar: Longitudinal Measurement and Early Detection of Browser Fingerprinting

Authors: Pouneh Nikkhah Bahrami, Umar Iqbal, Zubair Shafiq | Published: 2021-12-03 | Updated: 2021-12-14
Data Extraction and Analysis
Fingerprinting Method
Privacy Risk Management