AIセキュリティポータルbot

Disguised-Nets: Image Disguising for Privacy-preserving Outsourced Deep Learning

Authors: Sagar Sharma, Keke Chen | Published: 2019-02-05 | Updated: 2019-04-19
Backdoor Detection
Detection of Model Extraction Attacks
Visual Privacy
2019.02.05 2025.05.28
Literature Database

F-BLEAU: Fast Black-box Leakage Estimation

Authors: Giovanni Cherubin, Konstantinos Chatzikokolakis, Catuscia Palamidessi | Published: 2019-02-04 | Updated: 2020-10-27
Generalization Performance
Convergence Guarantee
Information Leakage Analysis
2019.02.04 2025.05.28
Literature Database

Is Spiking Secure? A Comparative Study on the Security Vulnerabilities of Spiking and Deep Neural Networks

Authors: Alberto Marchisio, Giorgio Nanfa, Faiq Khalid, Muhammad Abdullah Hanif, Maurizio Martina, Muhammad Shafique | Published: 2019-02-04 | Updated: 2020-05-18
Adversarial Example
Adversarial Learning
Adversarial attack
2019.02.04 2025.05.28
Literature Database

Robustness of Generalized Learning Vector Quantization Models against Adversarial Attacks

Authors: Sascha Saralajew, Lars Holdijk, Maike Rees, Thomas Villmann | Published: 2019-02-01 | Updated: 2019-03-09
Robustness Improvement
Adversarial attack
Deep Learning Technology
2019.02.01 2025.05.28
Literature Database

The Efficacy of SHIELD under Different Threat Models

Authors: Cory Cornelius, Nilaksh Das, Shang-Tse Chen, Li Chen, Michael E. Kounavis, Duen Horng Chau | Published: 2019-02-01 | Updated: 2019-08-02
Certified Robustness
Adversarial attack
Threat modeling
2019.02.01 2025.05.28
Literature Database

Robustness Certificates Against Adversarial Examples for ReLU Networks

Authors: Sahil Singla, Soheil Feizi | Published: 2019-02-01 | Updated: 2019-02-05
Robustness Improvement
Adversarial Example
Adversarial attack
2019.02.01 2025.05.28
Literature Database

Natural and Adversarial Error Detection using Invariance to Image Transformations

Authors: Yuval Bahat, Michal Irani, Gregory Shakhnarovich | Published: 2019-02-01
Data Curation
Certified Robustness
Robustness Improvement
2019.02.01 2025.05.28
Literature Database

Optimal Attack against Autoregressive Models by Manipulating the Environment

Authors: Yiding Chen, Xiaojin Zhu | Published: 2019-02-01 | Updated: 2019-12-01
MPC Algorithm
Adversarial attack
Optimization Problem
2019.02.01 2025.05.28
Literature Database

A New Family of Neural Networks Provably Resistant to Adversarial Attacks

Authors: Rakshit Agrawal, Luca de Alfaro, David Helmbold | Published: 2019-02-01
Adversarial Example
Adversarial Learning
Adversarial attack
2019.02.01 2025.05.28
Literature Database

Training Artificial Neural Networks by Generalized Likelihood Ratio Method: Exploring Brain-like Learning to Improve Robustness

Authors: Li Xiao, Yijie Peng, Jeff Hong, Zewu Ke, Shuhuai Yang | Published: 2019-01-31 | Updated: 2019-07-11
Robustness Improvement
Loss Term
Optimization Problem
2019.01.31 2025.05.28
Literature Database
Next page