Literature Database

Luring of transferable adversarial perturbations in the black-box paradigm

Authors: Rémi Bernhard, Pierre-Alain Moellic, Jean-Max Dutertre | Published: 2020-04-10 | Updated: 2021-03-03
Robustness Improvement Method
Attack Evaluation
Adversarial Example
2020.04.10 2025.05.28
Literature Database

Blind Adversarial Pruning: Balance Accuracy, Efficiency and Robustness

Authors: Haidong Xie, Lixin Qian, Xueshuang Xiang, Naijin Liu | Published: 2020-04-10
Pruning Method
Robustness
Experimental Validation
2020.04.10 2025.05.28
Literature Database

Blind Adversarial Training: Balance Accuracy and Robustness

Authors: Haidong Xie, Xueshuang Xiang, Naijin Liu, Bin Dong | Published: 2020-04-10
Robustness
Adversarial Learning
Adaptive Adversarial Training
2020.04.10 2025.05.28
Literature Database

Decentralized Differentially Private Segmentation with PATE

Authors: Dominik Fay, Jens Sjölund, Tobias J. Oechtering | Published: 2020-04-10
Information-Theoretic Evaluation
Deep Learning
Image Feature Extraction
2020.04.10 2025.05.28
Literature Database

TOG: Targeted Adversarial Objectness Gradient Attacks on Real-time Object Detection Systems

Authors: Ka-Ho Chow, Ling Liu, Mehmet Emre Gursoy, Stacey Truex, Wenqi Wei, Yanzhao Wu | Published: 2020-04-09
Attack Evaluation
Vulnerability Assessment Method
Defense Method
2020.04.09 2025.05.28
Literature Database

Deep Learning and Open Set Malware Classification: A Survey

Authors: Jingyun Jia | Published: 2020-04-08
Open Set Recognition
Poisoning
Malware Classification
2020.04.08 2025.05.28
Literature Database

High Accuracy Phishing Detection Based on Convolutional Neural Networks

Authors: Suleiman Y. Yerima, Mohammed K. Alzaylaee | Published: 2020-04-08
URL-based Detection
Training Method
Machine Learning Technology
2020.04.08 2025.05.28
Literature Database

Feature Partitioning for Robust Tree Ensembles and their Certification in Adversarial Scenarios

Authors: Stefano Calzavara, Claudio Lucchese, Federico Marcuzzi, Salvatore Orlando | Published: 2020-04-07
Robustness Evaluation
Attack Evaluation
Maximum Coverage Problem
2020.04.07 2025.05.28
Literature Database

Adversarial Genetic Programming for Cyber Security: A Rising Application Domain Where GP Matters

Authors: Una-May O'Reilly, Jamal Toutouh, Marcos Pertierra, Daniel Prado Sanchez, Dennis Garcia, Anthony Erb Luogo, Jonathan Kelly, Erik Hemberg | Published: 2020-04-07
Competitive Cooperative Systems
Computational Efficiency
Defense Method
2020.04.07 2025.05.28
Literature Database

Challenges in Forecasting Malicious Events from Incomplete Data

Authors: Nazgol Tavabi, Andrés Abeliuk, Negar Mokhberian, Jeremy Abramson, Kristina Lerman | Published: 2020-04-06
Security Analysis
Dataset evaluation
Vulnerability Assessment Method
2020.04.06 2025.05.28
Literature Database
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