Trigger Detection

Scaling up the randomized gradient-free adversarial attack reveals overestimation of robustness using established attacks

Authors: Francesco Croce, Jonas Rauber, Matthias Hein | Published: 2019-03-27 | Updated: 2019-09-25
Trigger Detection
Adversarial Learning
Adversarial Attack Detection
2019.03.27 2025.05.28
Literature Database

STRIP: A Defence Against Trojan Attacks on Deep Neural Networks

Authors: Yansong Gao, Chang Xu, Derui Wang, Shiping Chen, Damith C. Ranasinghe, Surya Nepal | Published: 2019-02-18 | Updated: 2020-01-17
Trigger Detection
Trojan Detection
Backdoor Detection
2019.02.18 2025.05.28
Literature Database

Discretization based Solutions for Secure Machine Learning against Adversarial Attacks

Authors: Priyadarshini Panda, Indranil Chakraborty, Kaushik Roy | Published: 2019-02-08 | Updated: 2019-02-11
Trigger Detection
Certified Robustness
Robustness Improvement Method
2019.02.08 2025.05.28
Literature Database

Universal Rules for Fooling Deep Neural Networks based Text Classification

Authors: Di Li, Danilo Vasconcellos Vargas, Sakurai Kouichi | Published: 2019-01-22 | Updated: 2019-04-03
Trigger Detection
Adversarial Example
Deep Learning Method
2019.01.22 2025.05.28
Literature Database

ECGadv: Generating Adversarial Electrocardiogram to Misguide Arrhythmia Classification System

Authors: Huangxun Chen, Chenyu Huang, Qianyi Huang, Qian Zhang, Wei Wang | Published: 2019-01-12 | Updated: 2020-01-14
Trigger Detection
Model Evaluation
Adversarial Attack Methods
2019.01.12 2025.05.28
Literature Database

RF Jamming Classification using Relative Speed Estimation in Vehicular Wireless Networks

Authors: Dimitrios Kosmanos, Dimitrios Karagiannis, Antonios Argyriou, Spyros Lalis, Leandros Maglaras | Published: 2018-12-31
RF Attack Detection Method
Rician Fading Model
Trigger Detection
2018.12.31 2025.05.28
Literature Database

Reaching Data Confidentiality and Model Accountability on the CalTrain

Authors: Zhongshu Gu, Hani Jamjoom, Dong Su, Heqing Huang, Jialong Zhang, Tengfei Ma, Dimitrios Pendarakis, Ian Molloy | Published: 2018-12-07
Trigger Detection
Performance Evaluation
Federated Learning
2018.12.07 2025.05.28
Literature Database

MOBIUS: Model-Oblivious Binarized Neural Networks

Authors: Hiromasa Kitai, Jason Paul Cruz, Naoto Yanai, Naohisa Nishida, Tatsumi Oba, Yuji Unagami, Tadanori Teruya, Nuttapong Attrapadung, Takahiro Matsuda, Goichiro Hanaoka | Published: 2018-11-29
Trigger Detection
Privacy-Preserving Machine Learning
Differential Privacy
2018.11.29 2025.05.28
Literature Database

Faster CryptoNets: Leveraging Sparsity for Real-World Encrypted Inference

Authors: Edward Chou, Josh Beal, Daniel Levy, Serena Yeung, Albert Haque, Li Fei-Fei | Published: 2018-11-25
Trigger Detection
Model Performance Evaluation
Encryption Technology
2018.11.25 2025.05.28
Literature Database

FALCON: A Fourier Transform Based Approach for Fast and Secure Convolutional Neural Network Predictions

Authors: Shaohua Li, Kaiping Xue, Chenkai Ding, Xindi Gao, David S L Wei, Tao Wan, Feng Wu | Published: 2018-11-20
Trigger Detection
Membership Inference
Cryptographic Protocol
2018.11.20 2025.05.28
Literature Database
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