Security Papers About Machine Learning

ICML

(2018) Adversarial Attack on Graph Structured Data

Oakland

(2018) Manipulating Machine Learning: Poisoning Attacks and Countermeasures for Regression Learning

CCS

(2017) Practical Attacks Against Graph-based Clustering
(2017) Deep Models Under the GAN: Information Leakage from Collaborative Deep Learning
(2017) DeepLog: Anomaly Detection and Diagnosis from System Logs through Deep Learning

European S&P

(2018) SoK : Security and Privacy in Machine Learning

NDSS

(2018) VulDeePecker: A Deep Learning-Based System for Vulnerability Detection