AIセキュリティポータルbot

VulCurator: A Vulnerability-Fixing Commit Detector

Authors: Truong Giang Nguyen, Thanh Le-Cong, Hong Jin Kang, Xuan-Bach D. Le, David Lo | Published: 2022-09-07
Model Design and Accuracy
Model Design
Vulnerability detection

SAGE: Software-based Attestation for GPU Execution

Authors: Andrei Ivanov, Benjamin Rothenberger, Arnaud Dethise, Marco Canini, Torsten Hoefler, Adrian Perrig | Published: 2022-09-07
Secure Communication Channel
Memory Management Method
Adversarial Attack Detection

Classification Protocols with Minimal Disclosure

Authors: Jinshuo Dong, Jason Hartline, Aravindan Vijayaraghavan | Published: 2022-09-06
Convergence Guarantee
Multi-Party Computation
Machine Learning Method

Avast-CTU Public CAPE Dataset

Authors: Branislav Bosansky, Dominik Kouba, Ondrej Manhal, Thorsten Sick, Viliam Lisy, Jakub Kroustek, Petr Somol | Published: 2022-09-06
Digital Forensics
Model Design and Accuracy
Model Design

RX-ADS: Interpretable Anomaly Detection using Adversarial ML for Electric Vehicle CAN data

Authors: Chathurika S. Wickramasinghe, Daniel L. Marino, Harindra S. Mavikumbure, Victor Cobilean, Timothy D. Pennington, Benny J. Varghese, Craig Rieger, Milos Manic | Published: 2022-09-05
Model Design
Intrusion Detection System
Adversarial Attack Detection

“Is your explanation stable?”: A Robustness Evaluation Framework for Feature Attribution

Authors: Yuyou Gan, Yuhao Mao, Xuhong Zhang, Shouling Ji, Yuwen Pu, Meng Han, Jianwei Yin, Ting Wang | Published: 2022-09-05
XAI (Explainable AI)
Robust explainability
Robust Classification

Beyond Random Split for Assessing Statistical Model Performance

Authors: Carlos Catania, Jorge Guerra, Juan Manuel Romero, Gabriel Caffaratti, Martin Marchetta | Published: 2022-09-04
Sampling Method
Dataset Generation
Model Design

Joint Linear and Nonlinear Computation across Functions for Efficient Privacy-Preserving Neural Network Inference

Authors: Qiao Zhang, Tao Xiang, Chunsheng Xin, Biwen Chen, Hongyi Wu | Published: 2022-09-04
DNN IP Protection Method
Privacy Analysis
Model Design

PhishClone: Measuring the Efficacy of Cloning Evasion Attacks

Authors: Arthur Wong, Alsharif Abuadbba, Mahathir Almashor, Salil Kanhere | Published: 2022-09-04
Website Cloning Technology
Detection Rate of Phishing Attacks
Prompt Injection

Data Provenance via Differential Auditing

Authors: Xin Mu, Ming Pang, Feida Zhu | Published: 2022-09-04
Data Origins and Evolution
Privacy Enhancing Technology
Model Performance Evaluation