Certified Robustness

Theoretical Insights in Model Inversion Robustness and Conditional Entropy Maximization for Collaborative Inference Systems

Authors: Song Xia, Yi Yu, Wenhan Yang, Meiwen Ding, Zhuo Chen, Ling-Yu Duan, Alex C. Kot, Xudong Jiang | Published: 2025-03-01 | Updated: 2025-04-03
Privacy Protection
Certified Robustness
Model Performance Evaluation
2025.03.01 2025.05.27
Literature Database

Let the Noise Speak: Harnessing Noise for a Unified Defense Against Adversarial and Backdoor Attacks

Authors: Md Hasan Shahriar, Ning Wang, Naren Ramakrishnan, Y. Thomas Hou, Wenjing Lou | Published: 2024-06-18 | Updated: 2025-04-14
Certified Robustness
Reconstruction Attack
Adversarial Attack Detection
2024.06.18 2025.05.27
Literature Database

LookAhead: Preventing DeFi Attacks via Unveiling Adversarial Contracts

Authors: Shoupeng Ren, Lipeng He, Tianyu Tu, Di Wu, Jian Liu, Kui Ren, Chun Chen | Published: 2024-01-14 | Updated: 2025-04-02
Smart Contract
Certified Robustness
Model Performance Evaluation
2024.01.14 2025.05.27
Literature Database

Prediction Poisoning: Towards Defenses Against DNN Model Stealing Attacks

Authors: Tribhuvanesh Orekondy, Bernt Schiele, Mario Fritz | Published: 2019-06-26 | Updated: 2020-03-03
Certified Robustness
Detection of Model Extraction Attacks
Attack Evaluation
2019.06.26 2025.05.28
Literature Database

On the Vulnerability of CNN Classifiers in EEG-Based BCIs

Authors: Xiao Zhang, Dongrui Wu | Published: 2019-03-31
Certified Robustness
Adversarial Learning
Adversarial Attack Detection
2019.03.31 2025.05.28
Literature Database

Bridging Adversarial Robustness and Gradient Interpretability

Authors: Beomsu Kim, Junghoon Seo, Taegyun Jeon | Published: 2019-03-27 | Updated: 2019-04-19
Certified Robustness
Adversarial Learning
Interpretability
2019.03.27 2025.05.28
Literature Database

A geometry-inspired decision-based attack

Authors: Yujia Liu, Seyed-Mohsen Moosavi-Dezfooli, Pascal Frossard | Published: 2019-03-26
Certified Robustness
Effective Perturbation Methods
Adversarial Attack Detection
2019.03.26 2025.05.28
Literature Database

Defending against Whitebox Adversarial Attacks via Randomized Discretization

Authors: Yuchen Zhang, Percy Liang | Published: 2019-03-25
Certified Robustness
Effective Perturbation Methods
Adversarial Attack Detection
2019.03.25 2025.05.28
Literature Database

Exploiting Excessive Invariance caused by Norm-Bounded Adversarial Robustness

Authors: Jörn-Henrik Jacobsen, Jens Behrmannn, Nicholas Carlini, Florian Tramèr, Nicolas Papernot | Published: 2019-03-25
Certified Robustness
Vulnerability of Adversarial Examples
Adversarial Attack Detection
2019.03.25 2025.05.28
Literature Database

The LogBarrier adversarial attack: making effective use of decision boundary information

Authors: Chris Finlay, Aram-Alexandre Pooladian, Adam M. Oberman | Published: 2019-03-25
Certified Robustness
Effective Perturbation Methods
Adversarial Learning
2019.03.25 2025.05.28
Literature Database
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