Reinforcement Learning

Machine Learning in/for Blockchain: Future and Challenges

Authors: Fang Chen, Hong Wan, Hua Cai, Guang Cheng | Published: 2019-09-12 | Updated: 2020-12-08
Blockchain Technology
Reinforcement Learning
Role of Machine Learning
2019.09.12 2025.05.28
Literature Database

A Review of Machine Learning Applications in Fuzzing

Authors: Gary J Saavedra, Kathryn N Rodhouse, Daniel M Dunlavy, Philip W Kegelmeyer | Published: 2019-06-13 | Updated: 2019-10-09
Security Testing
Program Verification
Reinforcement Learning
2019.06.13 2025.05.28
Literature Database

Spatial Positioning Token (SPToken) for Smart Mobility

Authors: Roman Overko, Rodrigo H. Ordonez-Hurtado, Sergiy Zhuk, Pietro Ferraro, Andrew Cullen, Robert Shorten | Published: 2019-05-16 | Updated: 2020-12-11
Privacy Issues
Traffic Simulation
Reinforcement Learning
2019.05.16 2025.05.28
Literature Database

TrojDRL: Trojan Attacks on Deep Reinforcement Learning Agents

Authors: Panagiota Kiourti, Kacper Wardega, Susmit Jha, Wenchao Li | Published: 2019-03-01
Poisoning
Reinforcement Learning
Adversarial Attack Methods
2019.03.01 2025.05.28
Literature Database

Knockoff Nets: Stealing Functionality of Black-Box Models

Authors: Tribhuvanesh Orekondy, Bernt Schiele, Mario Fritz | Published: 2018-12-06
Model Extraction Attack
Medical Image Analysis
Reinforcement Learning
2018.12.06 2025.05.28
Literature Database

Mitigation of Policy Manipulation Attacks on Deep Q-Networks with Parameter-Space Noise

Authors: Vahid Behzadan, Arslan Munir | Published: 2018-06-04
Certified Robustness
Reinforcement Learning
Adversarial Example
2018.06.04 2025.05.28
Literature Database

Sequential Attacks on Agents for Long-Term Adversarial Goals

Authors: Edgar Tretschk, Seong Joon Oh, Mario Fritz | Published: 2018-05-31 | Updated: 2018-07-05
Certified Robustness
Reinforcement Learning
Adversarial Transferability
2018.05.31 2025.05.28
Literature Database