Vulnerability Prediction

Neuron Shapley: Discovering the Responsible Neurons

Authors: Amirata Ghorbani, James Zou | Published: 2020-02-23 | Updated: 2020-11-13
Performance Evaluation
Feature Importance Analysis
Vulnerability Prediction
2020.02.23 2025.05.28
Literature Database

Adversarial Attacks on Machine Learning Systems for High-Frequency Trading

Authors: Micah Goldblum, Avi Schwarzschild, Ankit B. Patel, Tom Goldstein | Published: 2020-02-21 | Updated: 2021-10-29
Transaction Generation Method
Adversarial Example
Vulnerability Prediction
2020.02.21 2025.05.28
Literature Database

Enhanced Adversarial Strategically-Timed Attacks against Deep Reinforcement Learning

Authors: Chao-Han Huck Yang, Jun Qi, Pin-Yu Chen, Yi Ouyang, I-Te Danny Hung, Chin-Hui Lee, Xiaoli Ma | Published: 2020-02-20
Reward Mechanism Design
Vulnerability Prediction
Defense Method
2020.02.20 2025.05.28
Literature Database

Discovering Signals from Web Sources to Predict Cyber Attacks

Authors: Palash Goyal, KSM Tozammel Hossain, Ashok Deb, Nazgol Tavabi, Nathan Bartley, Andr'es Abeliuk, Emilio Ferrara, Kristina Lerman | Published: 2018-06-08
Cybersecurity
Information Gathering Methods
Vulnerability Prediction
2018.06.08 2025.05.28
Literature Database