AIセキュリティポータルbot

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

DRSM: De-Randomized Smoothing on Malware Classifier Providing Certified Robustness

Authors: Shoumik Saha, Wenxiao Wang, Yigitcan Kaya, Soheil Feizi, Tudor Dumitras | Published: 2023-03-20 | Updated: 2023-10-03
Cybersecurity
Membership Inference
Machine Learning Technology

It Is All About Data: A Survey on the Effects of Data on Adversarial Robustness

Authors: Peiyu Xiong, Michael Tegegn, Jaskeerat Singh Sarin, Shubhraneel Pal, Julia Rubin | Published: 2023-03-17 | Updated: 2023-10-17
Data Collection
Model Performance Evaluation
Fundamentals of Machine Learning

The Devil’s Advocate: Shattering the Illusion of Unexploitable Data using Diffusion Models

Authors: Hadi M. Dolatabadi, Sarah Erfani, Christopher Leckie | Published: 2023-03-15 | Updated: 2024-01-11
DNN IP Protection Method
Poisoning
Deep Learning Method

Score Attack: A Lower Bound Technique for Optimal Differentially Private Learning

Authors: T. Tony Cai, Yichen Wang, Linjun Zhang | Published: 2023-03-13
Privacy Enhancing Technology
Risk Assessment Method
Convergence Property

A Survey on Explainable Artificial Intelligence for Cybersecurity

Authors: Gaith Rjoub, Jamal Bentahar, Omar Abdel Wahab, Rabeb Mizouni, Alyssa Song, Robin Cohen, Hadi Otrok, Azzam Mourad | Published: 2023-03-07 | Updated: 2023-06-11
XAI (Explainable AI)
Cybersecurity
Explainability