AIセキュリティポータルbot

A Theoretical View of Linear Backpropagation and Its Convergence

Authors: Ziang Li, Yiwen Guo, Haodi Liu, Changshui Zhang | Published: 2021-12-21 | Updated: 2024-01-10
Model Design
Convergence Analysis
Defense Method
2021.12.21 2025.05.28
Literature Database

Vulnerability Analysis of the Android Kernel

Authors: Joseph R. Barr, Peter Shaw, Tyler Thatcher | Published: 2021-12-20
Membership Inference
Performance Evaluation
Vulnerability Prediction
2021.12.20 2025.05.28
Literature Database

Robust and Privacy-Preserving Collaborative Learning: A Comprehensive Survey

Authors: Shangwei Guo, Xu Zhang, Fei Yang, Tianwei Zhang, Yan Gan, Tao Xiang, Yang Liu | Published: 2021-12-19
Backdoor Attack
Privacy Risk Management
Poisoning
2021.12.19 2025.05.28
Literature Database

ML Supported Predictions for SAT Solvers Performance

Authors: A. -M. Leventi-Peetz, Jörg-Volker Peetz, Martina Rohde | Published: 2021-12-17
Model Design
Performance Evaluation Metrics
Machine Learning Method
2021.12.17 2025.05.28
Literature Database

Deep Bayesian Learning for Car Hacking Detection

Authors: Laha Ale, Scott A. King, Ning Zhang | Published: 2021-12-17
Machine Learning Method
Deep Learning Method
Vulnerabilities in Autonomous Driving Technology
2021.12.17 2025.05.28
Literature Database

Robust Upper Bounds for Adversarial Training

Authors: Dimitris Bertsimas, Xavier Boix, Kimberly Villalobos Carballo, Dick den Hertog | Published: 2021-12-17 | Updated: 2023-04-06
Robust Regression
Adversarial Training
Deep Learning Method
2021.12.17 2025.05.28
Literature Database

Addressing Adversarial Machine Learning Attacks in Smart Healthcare Perspectives

Authors: Arawinkumaar Selvakkumar, Shantanu Pal, Zahra Jadidi | Published: 2021-12-16
Adversarial Example
Adversarial Training
Machine Learning Application
2021.12.16 2025.05.28
Literature Database

Model Stealing Attacks Against Inductive Graph Neural Networks

Authors: Yun Shen, Xinlei He, Yufei Han, Yang Zhang | Published: 2021-12-15
Graph Representation Learning
Adversarial Training
Machine Learning Method
2021.12.15 2025.05.28
Literature Database

Few-shot Instruction Prompts for Pretrained Language Models to Detect Social Biases

Authors: Shrimai Prabhumoye, Rafal Kocielnik, Mohammad Shoeybi, Anima Anandkumar, Bryan Catanzaro | Published: 2021-12-15 | Updated: 2022-04-15
Bias Detection in AI Output
Few-Shot Learning
Large Language Model
2021.12.15 2025.05.28
Literature Database

HyObscure: Hybrid Obscuring for Privacy-Preserving Data Publishing

Authors: Xiao Han, Yuncong Yang, Junjie Wu | Published: 2021-12-15
Algorithm Design
Data Obfuscation
Privacy Risk Management
2021.12.15 2025.05.28
Literature Database
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