AIセキュリティポータルbot

Certifiable Black-Box Attacks with Randomized Adversarial Examples: Breaking Defenses with Provable Confidence

Authors: Hanbin Hong, Xinyu Zhang, Binghui Wang, Zhongjie Ba, Yuan Hong | Published: 2023-04-10 | Updated: 2024-09-06
Prompt Injection
Experimental Validation
Attack Evaluation

Gradient Sparsification for Efficient Wireless Federated Learning with Differential Privacy

Authors: Kang Wei, Jun Li, Chuan Ma, Ming Ding, Feng Shu, Haitao Zhao, Wen Chen, Hongbo Zhu | Published: 2023-04-09 | Updated: 2023-12-21
Client Clustering
Privacy Technique
Optimization Problem

KeyDetect –Detection of anomalies and user based on Keystroke Dynamics

Authors: Soumyatattwa Kar, Abhishek Bamotra, Bhavya Duvvuri, Radhika Mohanan | Published: 2023-04-08
Security Analysis
Performance Evaluation
Machine Learning Technology

Feature Mining for Encrypted Malicious Traffic Detection with Deep Learning and Other Machine Learning Algorithms

Authors: Zihao Wang, Vrizlynn L. L. Thing | Published: 2023-04-07
Protocol Performance Evaluation
Malware Detection Method
Feature Extraction Method

SCART: Simulation of Cyber Attacks for Real-Time

Authors: Kfir Girstein, Eliron Rahimi, Avi Mendelson | Published: 2023-04-07
Data Generation
Threat modeling
Operational Scenario

AI Model Disgorgement: Methods and Choices

Authors: Alessandro Achille, Michael Kearns, Carson Klingenberg, Stefano Soatto | Published: 2023-04-07
DNN IP Protection Method
Watermarking
Data Generation

Does Prompt-Tuning Language Model Ensure Privacy?

Authors: Shangyu Xie, Wei Dai, Esha Ghosh, Sambuddha Roy, Dan Schwartz, Kim Laine | Published: 2023-04-07 | Updated: 2023-04-15
Privacy Analysis
Privacy Technique
Attack Evaluation

Reliable learning in challenging environments

Authors: Maria-Florina Balcan, Steve Hanneke, Rattana Pukdee, Dravyansh Sharma | Published: 2023-04-06 | Updated: 2023-10-29
Robustness
Optimization Problem
Funding

Inductive Graph Unlearning

Authors: Cheng-Long Wang, Mengdi Huai, Di Wang | Published: 2023-04-06 | Updated: 2023-04-07
Graph Neural Network
Clustering methods
Experimental Validation

IoT Federated Blockchain Learning at the Edge

Authors: James Calo, Benny Lo | Published: 2023-04-06
Cloud Computing
Threats of Medical AI
Machine Learning Technology