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Adversarial Examples in Modern Machine Learning: A Review

Authors: Rey Reza Wiyatno, Anqi Xu, Ousmane Dia, Archy de Berker | Published: 2019-11-13 | Updated: 2019-11-15
Poisoning
Adversarial Example
Adversarial Attack Methods
2019.11.13 2025.05.28
Literature Database

Eternal Sunshine of the Spotless Net: Selective Forgetting in Deep Networks

Authors: Aditya Golatkar, Alessandro Achille, Stefano Soatto | Published: 2019-11-12 | Updated: 2020-03-31
Trigger Detection
Machine learning
Information Security
2019.11.12 2025.05.28
Literature Database

On Robustness to Adversarial Examples and Polynomial Optimization

Authors: Pranjal Awasthi, Abhratanu Dutta, Aravindan Vijayaraghavan | Published: 2019-11-12
Model Performance Evaluation
Adversarial Attack Methods
Computational Problem
2019.11.12 2025.05.28
Literature Database

Robust Design of Deep Neural Networks against Adversarial Attacks based on Lyapunov Theory

Authors: Arash Rahnama, Andre T. Nguyen, Edward Raff | Published: 2019-11-12
Model Design
Numerical Stability Issues
Adversarial Example
2019.11.12 2025.05.28
Literature Database

RAD: On-line Anomaly Detection for Highly Unreliable Data

Authors: Zilong Zhao, Robert Birke, Rui Han, Bogdan Robu, Sara Bouchenak, Sonia Ben Mokhtar, Lydia Y. Chen | Published: 2019-11-11
Class Imbalance
Data Leakage
Model Performance Evaluation
2019.11.11 2025.05.28
Literature Database

DRAB-LOCUS: An Area-Efficient AES Architecture for Hardware Accelerator Co-Location on FPGAs

Authors: Jacob T. Grycel, Robert J. Walls | Published: 2019-11-11
Hardware Accelerator
Resource optimization
Encryption Technology
2019.11.11 2025.05.28
Literature Database

Privacy-Preserving Gradient Boosting Decision Trees

Authors: Qinbin Li, Zhaomin Wu, Zeyi Wen, Bingsheng He | Published: 2019-11-11 | Updated: 2022-10-10
Privacy-Preserving Algorithm
Privacy Assessment
Convergence Guarantee
2019.11.11 2025.05.28
Literature Database

Collaborative Homomorphic Computation on Data Encrypted under Multiple Keys

Authors: Asma Aloufi, Peizhao Hu | Published: 2019-11-11
Secure Communication Channel
Privacy-Preserving Algorithm
Encryption Method
2019.11.11 2025.05.28
Literature Database

Minimalistic Attacks: How Little it Takes to Fool a Deep Reinforcement Learning Policy

Authors: Xinghua Qu, Zhu Sun, Yew-Soon Ong, Abhishek Gupta, Pengfei Wei | Published: 2019-11-10 | Updated: 2020-10-29
Reinforcement Learning Algorithm
Reinforcement Learning Attack
Adversarial attack
2019.11.10 2025.05.28
Literature Database

Preservation of Anomalous Subgroups On Machine Learning Transformed Data

Authors: Samuel C. Maina, Reginald E. Bryant, William O. Goal, Robert-Florian Samoilescu, Kush R. Varshney, Komminist Weldemariam | Published: 2019-11-09
Privacy-Preserving Algorithm
Privacy Assessment
Fundamentals of Machine Learning
2019.11.09 2025.05.28
Literature Database
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