Poisoning

Launching Adversarial Attacks against Network Intrusion Detection Systems for IoT

Authors: Pavlos Papadopoulos, Oliver Thornewill von Essen, Nikolaos Pitropakis, Christos Chrysoulas, Alexios Mylonas, William J. Buchanan | Published: 2021-04-26
Poisoning
Multi-Class Classification
Adversarial Example Detection
2021.04.26 2025.05.28
Literature Database

Influence Based Defense Against Data Poisoning Attacks in Online Learning

Authors: Sanjay Seetharaman, Shubham Malaviya, Rosni KV, Manish Shukla, Sachin Lodha | Published: 2021-04-24
Data Protection Method
Poisoning
Defense Mechanism
2021.04.24 2025.05.28
Literature Database

SPECTRE: Defending Against Backdoor Attacks Using Robust Statistics

Authors: Jonathan Hayase, Weihao Kong, Raghav Somani, Sewoong Oh | Published: 2021-04-22
Backdoor Attack
Poisoning
Poisoning Attack
2021.04.22 2025.05.28
Literature Database

Mapping the Internet: Modelling Entity Interactions in Complex Heterogeneous Networks

Authors: Simon Mandlik, Tomas Pevny | Published: 2021-04-19 | Updated: 2022-06-08
Poisoning
Model Design
Machine Learning Technology
2021.04.19 2025.05.28
Literature Database

Defending Against Adversarial Denial-of-Service Data Poisoning Attacks

Authors: Nicolas M. Müller, Simon Roschmann, Konstantin Böttinger | Published: 2021-04-14 | Updated: 2021-11-30
Backdoor Attack
Poisoning
Poisoning Attack
2021.04.14 2025.05.28
Literature Database

Towards Causal Federated Learning For Enhanced Robustness and Privacy

Authors: Sreya Francis, Irene Tenison, Irina Rish | Published: 2021-04-14
Privacy Protection
Poisoning
Threat Model
2021.04.14 2025.05.28
Literature Database

Sparse Coding Frontend for Robust Neural Networks

Authors: Can Bakiskan, Metehan Cekic, Ahmet Dundar Sezer, Upamanyu Madhow | Published: 2021-04-12
Poisoning
Adversarial Example Detection
Defense Mechanism
2021.04.12 2025.05.28
Literature Database

Jekyll: Attacking Medical Image Diagnostics using Deep Generative Models

Authors: Neal Mangaokar, Jiameng Pu, Parantapa Bhattacharya, Chandan K. Reddy, Bimal Viswanath | Published: 2021-04-05
Poisoning
Watermarking Settings for Medical Data
Threat Model
2021.04.05 2025.05.28
Literature Database

Attribution of Gradient Based Adversarial Attacks for Reverse Engineering of Deceptions

Authors: Michael Goebel, Jason Bunk, Srinjoy Chattopadhyay, Lakshmanan Nataraj, Shivkumar Chandrasekaran, B. S. Manjunath | Published: 2021-03-19
Data Extraction and Analysis
Poisoning
Adversarial Attack Methods
2021.03.19 2025.05.28
Literature Database

Quantum federated learning through blind quantum computing

Authors: Weikang Li, Sirui Lu, Dong-Ling Deng | Published: 2021-03-15 | Updated: 2021-09-02
Privacy Risk Management
Poisoning
Quantum Classifier
2021.03.15 2025.05.28
Literature Database
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