Literature Database

Adversarial Examples for Cost-Sensitive Classifiers

Authors: Gavin S. Hartnett, Andrew J. Lohn, Alexander P. Sedlack | Published: 2019-10-04
Poisoning
Attack Evaluation
Adversarial Attack Methods
2019.10.04 2025.05.28
Literature Database

PINFER: Privacy-Preserving Inference for Machine Learning

Authors: Marc Joye, Fabien A. P. Petitcolas | Published: 2019-10-04
Privacy Protection Mechanism
History of Cryptography
Machine Learning Algorithm
2019.10.04 2025.05.28
Literature Database

False Data Injection Attacks in Internet of Things and Deep Learning enabled Predictive Analytics

Authors: Gautam Raj Mode, Prasad Calyam, Khaza Anuarul Hoque | Published: 2019-10-03 | Updated: 2019-12-13
Cyber Threat
Attack Evaluation
Machine Learning Algorithm
2019.10.03 2025.05.28
Literature Database

BUZz: BUffer Zones for defending adversarial examples in image classification

Authors: Kaleel Mahmood, Phuong Ha Nguyen, Lam M. Nguyen, Thanh Nguyen, Marten van Dijk | Published: 2019-10-03 | Updated: 2020-06-16
Poisoning
Attack Evaluation
Adversarial Attack Methods
2019.10.03 2025.05.28
Literature Database

A Data Science Approach for Honeypot Detection in Ethereum

Authors: Ramiro Camino, Christof Ferreira Torres, Mathis Baden, Radu State | Published: 2019-10-03 | Updated: 2019-12-19
Smart Contract
Attack Evaluation
Machine Learning Algorithm
2019.10.03 2025.05.28
Literature Database

Perturbations are not Enough: Generating Adversarial Examples with Spatial Distortions

Authors: He Zhao, Trung Le, Paul Montague, Olivier De Vel, Tamas Abraham, Dinh Phung | Published: 2019-10-03
Adversarial Example
Adversarial Attack Methods
Generative Adversarial Network
2019.10.03 2025.05.28
Literature Database

Piracy Resistant Watermarks for Deep Neural Networks

Authors: Huiying Li, Emily Wenger, Shawn Shan, Ben Y. Zhao, Haitao Zheng | Published: 2019-10-02 | Updated: 2020-12-02
Prompt Injection
Membership Inference
Attack Evaluation
2019.10.02 2025.05.28
Literature Database

Attacking Vision-based Perception in End-to-End Autonomous Driving Models

Authors: Adith Boloor, Karthik Garimella, Xin He, Christopher Gill, Yevgeniy Vorobeychik, Xuan Zhang | Published: 2019-10-02
Attack Evaluation
Adversarial Attack Methods
Vehicle Hijacking Attack
2019.10.02 2025.05.28
Literature Database

Machine-Learning Techniques for Detecting Attacks in SDN

Authors: Mahmoud Said Elsayed, Nhien-An Le-Khac, Soumyabrata Dev, Anca Delia Jurcut | Published: 2019-10-02
Cyber Threat
Attack Evaluation
Machine Learning Algorithm
2019.10.02 2025.05.28
Literature Database

Analyzing and Improving Neural Networks by Generating Semantic Counterexamples through Differentiable Rendering

Authors: Lakshya Jain, Varun Chandrasekaran, Uyeong Jang, Wilson Wu, Andrew Lee, Andy Yan, Steven Chen, Somesh Jha, Sanjit A. Seshia | Published: 2019-10-02 | Updated: 2020-07-17
Semantic Information Extraction
Attack Evaluation
Adversarial Attack Methods
2019.10.02 2025.05.28
Literature Database
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