Vulnerability Analysis

Finding Effective Security Strategies through Reinforcement Learning and Self-Play

Authors: Kim Hammar, Rolf Stadler | Published: 2020-09-17 | Updated: 2020-10-04
Game Theory
Deep Reinforcement Learning
Vulnerability Analysis
2020.09.17 2025.05.28
Literature Database

On the relationship between class selectivity, dimensionality, and robustness

Authors: Matthew L. Leavitt, Ari S. Morcos | Published: 2020-07-08 | Updated: 2020-10-13
Poisoning
Adversarial Learning
Vulnerability Analysis
2020.07.08 2025.05.28
Literature Database

Hidden Cost of Randomized Smoothing

Authors: Jeet Mohapatra, Ching-Yun Ko, Tsui-Wei, Weng, Sijia Liu, Pin-Yu Chen, Luca Daniel | Published: 2020-03-02 | Updated: 2021-03-12
Robustness Evaluation
Optimization Methods
Vulnerability Analysis
2020.03.02 2025.05.28
Literature Database

Automatic Perturbation Analysis for Scalable Certified Robustness and Beyond

Authors: Kaidi Xu, Zhouxing Shi, Huan Zhang, Yihan Wang, Kai-Wei Chang, Minlie Huang, Bhavya Kailkhura, Xue Lin, Cho-Jui Hsieh | Published: 2020-02-28 | Updated: 2020-10-26
Robustness Evaluation
Vulnerability Analysis
Defense Method
2020.02.28 2025.05.28
Literature Database

Survey of Attacks and Defenses on Edge-Deployed Neural Networks

Authors: Mihailo Isakov, Vijay Gadepally, Karen M. Gettings, Michel A. Kinsy | Published: 2019-11-27
Privacy-Preserving Data Mining
Attack Type
Vulnerability Analysis
2019.11.27 2025.05.28
Literature Database

Models and Framework for Adversarial Attacks on Complex Adaptive Systems

Authors: Vahid Behzadan, Arslan Munir | Published: 2017-09-13
Reinforcement Learning Algorithm
Attack Detection
Vulnerability Analysis
2017.09.13 2025.05.28
Literature Database

Security Analytics of Network Flow Data of IoT and Mobile Devices (Work-in-progress)

Authors: Ashish Kundu, Chinmay Kundu, Karan K. Budhraja | Published: 2017-04-10
Security Analysis Method
Device Sensitivity Analysis
Vulnerability Analysis
2017.04.10 2025.05.28
Literature Database