SOTAVerified

Data Poisoning

Data Poisoning is an adversarial attack that tries to manipulate the training dataset in order to control the prediction behavior of a trained model such that the model will label malicious examples into a desired classes (e.g., labeling spam e-mails as safe).

Source: Explaining Vulnerabilities to Adversarial Machine Learning through Visual Analytics

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 401–425 of 492 papers

TitleStatusHype
A Framework of Randomized Selection Based Certified Defenses Against Data Poisoning Attacks—0
Data Poisoning Attacks on Regression Learning and Corresponding DefensesCode1
Witches' Brew: Industrial Scale Data Poisoning via Gradient MatchingCode1
Defending Regression Learners Against Poisoning AttacksCode0
Defending Distributed Classifiers Against Data Poisoning AttacksCode0
Intrinsic Certified Robustness of Bagging against Data Poisoning AttacksCode1
Practical Poisoning Attacks on Neural Networks—0
The Price of Tailoring the Index to Your Data: Poisoning Attacks on Learned Index Structures—0
Dynamic Defense Against Byzantine Poisoning Attacks in Federated LearningCode1
Backdoor Learning: A SurveyCode2
Data Poisoning Attacks Against Federated Learning SystemsCode1
Odyssey: Creation, Analysis and Detection of Trojan ModelsCode0
Mitigating backdoor attacks in LSTM-based Text Classification Systems by Backdoor Keyword Identification—0
You Autocomplete Me: Poisoning Vulnerabilities in Neural Code Completion—0
Subpopulation Data Poisoning AttacksCode0
Just How Toxic is Data Poisoning? A Unified Benchmark for Backdoor and Data Poisoning AttacksCode1
On Adversarial Bias and the Robustness of Fair Machine LearningCode0
Robust Variational Autoencoder for Tabular Data with Beta Divergence—0
Auditing Differentially Private Machine Learning: How Private is Private SGD?Code1
Online Data Poisoning Attacks—0
A Distributed Trust Framework for Privacy-Preserving Machine LearningCode1
Attacking Black-box Recommendations via Copying Cross-domain User ProfilesCode0
Provable Training of a ReLU Gate with an Iterative Non-Gradient Algorithm—0
Depth-2 Neural Networks Under a Data-Poisoning AttackCode0
Systematic Evaluation of Backdoor Data Poisoning Attacks on Image Classifiers—0
Show:102550
← PrevPage 17 of 20Next →

No leaderboard results yet.