Attack Type

Blockchain based Attack Detection on Machine Learning Algorithms for IoT based E-Health Applications

Authors: Thippa Reddy Gadekallu, Manoj M K, Sivarama Krishnan S, Neeraj Kumar, Saqib Hakak, Sweta Bhattacharya | Published: 2020-11-03 | Updated: 2021-10-02
Blockchain Technology
Attack Type
Adversarial attack
2020.11.03 2025.05.13
Literature Database

On No-Sensing Adversarial Multi-player Multi-armed Bandits with Collision Communications

Authors: Chengshuai Shi, Cong Shen | Published: 2020-11-02 | Updated: 2021-04-24
Error Correction Code
Attack Type
Communication Efficiency
2020.11.02 2025.05.13
Literature Database

InstaHide: Instance-hiding Schemes for Private Distributed Learning

Authors: Yangsibo Huang, Zhao Song, Kai Li, Sanjeev Arora | Published: 2020-10-06 | Updated: 2021-02-24
Attack Type
Encryption Method
Encryption Technology
2020.10.06 2025.05.13
Literature Database

Downscaling Attack and Defense: Turning What You See Back Into What You Get

Authors: Andrew J. Lohn | Published: 2020-10-06 | Updated: 2020-10-07
Attack Type
Adversarial attack
Image Processing
2020.10.06 2025.05.13
Literature Database

Leakage of Dataset Properties in Multi-Party Machine Learning

Authors: Wanrong Zhang, Shruti Tople, Olga Ohrimenko | Published: 2020-06-12 | Updated: 2021-06-17
Privacy Loss Analysis
Membership Inference
Attack Type
2020.06.12 2025.05.13
Literature Database

Robustness to Adversarial Attacks in Learning-Enabled Controllers

Authors: Zikang Xiong, Joe Eappen, He Zhu, Suresh Jagannathan | Published: 2020-06-11
Safety Characteristics
Attack Type
Adversarial Attack Detection
2020.06.11 2025.05.13
Literature Database

Smoothed Geometry for Robust Attribution

Authors: Zifan Wang, Haofan Wang, Shakul Ramkumar, Matt Fredrikson, Piotr Mardziel, Anupam Datta | Published: 2020-06-11 | Updated: 2020-10-22
Attack Type
Feature Importance Analysis
Interpretation Method
2020.06.11 2025.05.13
Literature Database

Stealing Deep Reinforcement Learning Models for Fun and Profit

Authors: Kangjie Chen, Shangwei Guo, Tianwei Zhang, Xiaofei Xie, Yang Liu | Published: 2020-06-09 | Updated: 2020-12-22
Algorithm
Improvement of Learning
Attack Type
2020.06.09 2025.05.13
Literature Database

Tricking Adversarial Attacks To Fail

Authors: Blerta Lindqvist | Published: 2020-06-08
Attack Type
Adversarial Attack Detection
Defense Effectiveness Analysis
2020.06.08 2025.05.13
Literature Database

On Universalized Adversarial and Invariant Perturbations

Authors: Sandesh Kamath, Amit Deshpande, K V Subrahmanyam | Published: 2020-06-08
Attack Type
Adversarial Attack Detection
Fundamentals of Machine Learning
2020.06.08 2025.05.13
Literature Database
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