Literature Database

Explainable Deep Convolutional Candlestick Learner

Authors: Jun-Hao Chen, Samuel Yen-Chi Chen, Yun-Cheng Tsai, Chih-Shiang Shur | Published: 2020-01-08 | Updated: 2020-05-29
Candlestick Pattern
Adversarial Perturbation Techniques
Machine Learning Application
2020.01.08 2025.05.28
Literature Database

To Transfer or Not to Transfer: Misclassification Attacks Against Transfer Learned Text Classifiers

Authors: Bijeeta Pal, Shruti Tople | Published: 2020-01-08
Prompt Injection
Membership Inference
Adversarial Learning
2020.01.08 2025.05.28
Literature Database

MACER: Attack-free and Scalable Robust Training via Maximizing Certified Radius

Authors: Runtian Zhai, Chen Dan, Di He, Huan Zhang, Boqing Gong, Pradeep Ravikumar, Cho-Jui Hsieh, Liwei Wang | Published: 2020-01-08 | Updated: 2022-03-14
Robustness Evaluation
Optimization Methods
Deep Learning
2020.01.08 2025.05.28
Literature Database

Softmax-based Classification is k-means Clustering: Formal Proof, Consequences for Adversarial Attacks, and Improvement through Centroid Based Tailoring

Authors: Sibylle Hess, Wouter Duivesteijn, Decebal Mocanu | Published: 2020-01-07
Clustering methods
Robustness Evaluation
Adversarial Learning
2020.01.07 2025.05.28
Literature Database

WAF-A-MoLE: Evading Web Application Firewalls through Adversarial Machine Learning

Authors: Luca Demetrio, Andrea Valenza, Gabriele Costa, Giovanni Lagorio | Published: 2020-01-07
Robustness Evaluation
Malicious Client
Adversarial Learning
2020.01.07 2025.05.28
Literature Database

Towards a secure behavior modeling for IoT networks using Blockchain

Authors: Jawad Ali, Ahmad Shahrafidz Khalid, Eiad Yafi, Shahrulniza Musa, Waqas Ahmed | Published: 2020-01-06
IoT Security
Trusted Capable Model Environments
Deep Learning
2020.01.06 2025.05.28
Literature Database

Generating Semantic Adversarial Examples via Feature Manipulation

Authors: Shuo Wang, Surya Nepal, Carsten Rudolph, Marthie Grobler, Shangyu Chen, Tianle Chen | Published: 2020-01-06 | Updated: 2022-05-20
Data Generation
Adversarial Example
Adversarial Learning
2020.01.06 2025.05.28
Literature Database

Toward Optimal Adversarial Policies in the Multiplicative Learning System with a Malicious Expert

Authors: S. Rasoul Etesami, Negar Kiyavash, Vincent Leon, H. Vincent Poor | Published: 2020-01-02 | Updated: 2020-09-18
Adversarial Learning
Optimization Methods
Statistical Methods
2020.01.02 2025.05.28
Literature Database

ATHENA: A Framework based on Diverse Weak Defenses for Building Adversarial Defense

Authors: Ying Meng, Jianhai Su, Jason O'Kane, Pooyan Jamshidi | Published: 2020-01-02 | Updated: 2020-10-16
Adversarial Learning
Watermark Evaluation
Effectiveness Analysis of Defense Methods
2020.01.02 2025.05.28
Literature Database

Deep Learning-Based Intrusion Detection System for Advanced Metering Infrastructure

Authors: Zakaria El Mrabet, Mehdi Ezzari, Hassan Elghazi, Badr Abou El Majd | Published: 2019-12-31
Optimization Methods
Deep Learning
Automated Intrusion Detection System
2019.12.31 2025.05.28
Literature Database
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