AIセキュリティポータルbot

Backdoor Embedding in Convolutional Neural Network Models via Invisible Perturbation

Authors: Cong Liao, Haoti Zhong, Anna Squicciarini, Sencun Zhu, David Miller | Published: 2018-08-30
Backdoor Attack
Backdoor Attack Mitigation
Robustness Analysis
2018.08.30 2025.05.28
Literature Database

VirtualIdentity: Privacy-Preserving User Profiling

Authors: Sisi Wang, Wing-Sea Poon, Golnoosh Farnadi, Caleb Horst, Kebra Thompson, Michael Nickels, Rafael Dowsley, Anderson C. A. Nascimento, Martine De Cock | Published: 2018-08-30
Privacy-Preserving Machine Learning
Feature Engineering
Secret Distributed Computation
2018.08.30 2025.05.28
Literature Database

Lipschitz regularized Deep Neural Networks generalize and are adversarially robust

Authors: Chris Finlay, Jeff Calder, Bilal Abbasi, Adam Oberman | Published: 2018-08-28 | Updated: 2019-09-12
Certified Robustness
Robustness Analysis
Adversarial Learning
2018.08.28 2025.05.28
Literature Database

Stochastic Combinatorial Ensembles for Defending Against Adversarial Examples

Authors: George A. Adam, Petr Smirnov, David Duvenaud, Benjamin Haibe-Kains, Anna Goldenberg | Published: 2018-08-20 | Updated: 2018-09-08
Robustness Analysis
Adversarial attack
Probability distribution
2018.08.20 2025.05.28
Literature Database

Reinforcement Learning for Autonomous Defence in Software-Defined Networking

Authors: Yi Han, Benjamin I. P. Rubinstein, Tamas Abraham, Tansu Alpcan, Olivier De Vel, Sarah Erfani, David Hubczenko, Christopher Leckie, Paul Montague | Published: 2018-08-17
Adversarial Learning
Adversarial attack
Automated Response to Attacks in Autonomous Systems
2018.08.17 2025.05.28
Literature Database

Mitigation of Adversarial Attacks through Embedded Feature Selection

Authors: Ziyi Bao, Luis Muñoz-González, Emil C. Lupu | Published: 2018-08-16
Certified Robustness
Robustness Analysis
Adversarial attack
2018.08.16 2025.05.28
Literature Database

Distributionally Adversarial Attack

Authors: Tianhang Zheng, Changyou Chen, Kui Ren | Published: 2018-08-16 | Updated: 2018-12-06
Deepfake
Adversarial Learning
Adversarial attack
2018.08.16 2025.05.28
Literature Database

Anomaly Detection in Cyber Network Data Using a Cyber Language Approach

Authors: Bartley D. Richardson, Benjamin J. Radford, Shawn E. Davis, Keegan Hines, David Pekarek | Published: 2018-08-15
Cybersecurity
Dataset evaluation
Traffic Characteristic Analysis
2018.08.15 2025.05.28
Literature Database

Mitigating Sybils in Federated Learning Poisoning

Authors: Clement Fung, Chris J. M. Yoon, Ivan Beschastnikh | Published: 2018-08-14 | Updated: 2020-07-15
Poisoning
Robustness Analysis
Adversarial attack
2018.08.14 2025.05.28
Literature Database

Cache Telepathy: Leveraging Shared Resource Attacks to Learn DNN Architectures

Authors: Mengjia Yan, Christopher Fletcher, Josep Torrellas | Published: 2018-08-14
Hyperparameter Tuning
Model Extraction Attack
Detection of Model Extraction Attacks
2018.08.14 2025.05.28
Literature Database
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