Data-Driven Vulnerability Assessment

Medical Image De-Identification Benchmark Challenge

Authors: Linmin Pei, Granger Sutton, Michael Rutherford, Ulrike Wagner, Tracy Nolan, Kirk Smith, Phillip Farmer, Peter Gu, Ambar Rana, Kailing Chen, Thomas Ferleman, Brian Park, Ye Wu, Jordan Kojouharov, Gargi Singh, Jon Lemon, Tyler Willis, Milos Vukadinovic, Grant Duffy, Bryan He, David Ouyang, Marco Pereanez, Daniel Samber, Derek A. Smith, Christopher Cannistraci, Zahi Fayad, David S. Mendelson, Michele Bufano, Elmar Kotter, Hamideh Haghiri, Rajesh Baidya, Stefan Dvoretskii, Klaus H. Maier-Hein, Marco Nolden, Christopher Ablett, Silvia Siggillino, Sandeep Kaushik, Hongzhu Jiang, Sihan Xie, Zhiyu Wan, Alex Michie, Simon J Doran, Angeline Aurelia Waly, Felix A. Nathaniel Liang, Humam Arshad Mustagfirin, Michelle Grace Felicia, Kuo Po Chih, Rahul Krish, Ghulam Rasool, Nidhal Bouaynaya, Nikolas Koutsoubis, Kyle Naddeo, Kartik Pandit, Tony O'Sullivan, Raj Krish, Qinyan Pan, Scott Gustafson, Benjamin Kopchick, Laura Opsahl-Ong, Andrea Olvera-Morales, Jonathan Pinney, Kathryn Johnson, Theresa Do, Juergen Klenk, Maria Diaz, Arti Singh, Rong Chai, David A. Clunie, Fred Prior, Keyvan Farahani | Published: 2025-07-31
Data-Driven Vulnerability Assessment
測定手法の選択
Watermark Robustness
2025.07.31 2025.08.02
Literature Database

SALAD: Systematic Assessment of Machine Unlearning on LLM-Aided Hardware Design

Authors: Zeng Wang, Minghao Shao, Rupesh Karn, Likhitha Mankali, Jitendra Bhandari, Ramesh Karri, Ozgur Sinanoglu, Muhammad Shafique, Johann Knechtel | Published: 2025-06-02 | Updated: 2025-08-05
Data-Driven Vulnerability Assessment
Prompt leaking
Watermark
2025.06.02 2025.08.07
Literature Database

A Survey on Data-driven Software Vulnerability Assessment and Prioritization

Authors: Triet H. M. Le, Huaming Chen, M. Ali Babar | Published: 2021-07-18 | Updated: 2022-04-04
Data-Driven Vulnerability Assessment
Multi-Class Classification
Vulnerability Assessment Method
2021.07.18 2025.05.28
Literature Database

Poisoning the Search Space in Neural Architecture Search

Authors: Robert Wu, Nayan Saxena, Rohan Jain | Published: 2021-06-28
Data-Driven Vulnerability Assessment
Efficiency Evaluation
Machine Learning Algorithm
2021.06.28 2025.05.28
Literature Database

Saving Stochastic Bandits from Poisoning Attacks via Limited Data Verification

Authors: Anshuka Rangi, Long Tran-Thanh, Haifeng Xu, Massimo Franceschetti | Published: 2021-02-15 | Updated: 2022-05-03
Watermarking
Data-Driven Vulnerability Assessment
Trust Evaluation Module
2021.02.15 2025.05.28
Literature Database

Devign: Effective Vulnerability Identification by Learning Comprehensive Program Semantics via Graph Neural Networks

Authors: Yaqin Zhou, Shangqing Liu, Jingkai Siow, Xiaoning Du, Yang Liu | Published: 2019-09-08
Graph Construction
Data-Driven Vulnerability Assessment
Machine Learning
2019.09.08 2025.05.28
Literature Database

A Practical Approach to the Automatic Classification of Security-Relevant Commits

Authors: Antonino Sabetta, Michele Bezzi | Published: 2018-07-06
Automation of Cybersecurity
Data-Driven Vulnerability Assessment
Program Understanding
2018.07.06 2025.05.28
Literature Database

Automatic Classification of Object Code Using Machine Learning

Authors: John Clemens | Published: 2018-05-06
Data-Driven Vulnerability Assessment
Program Analysis
Information Security
2018.05.06 2025.05.28
Literature Database