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Data Poisoning

Papers archive 2025-07-28

archive papers tagged: 492 · with a code link: 170 · where Syntology ran a sample: 62 (43 with a run with no instrument failure, 19 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (62 of 492 tagged: 43 with a run with no instrument failure, 19 where every run was a failure of Syntology's instrument)

Page 4 of 5: papers 301 to 400 of 492, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Privacy and Copyright Protection in Generative AI: A Lifecycle Perspective
  30 Nov 2023 0 repositories listed
• Security and Privacy Challenges in Deep Learning Models
  23 Nov 2023 0 repositories listed
• Beyond Boundaries: A Comprehensive Survey of Transferable Attacks on AI Systems
  20 Nov 2023 0 repositories listed
• BrainWash: A Poisoning Attack to Forget in Continual Learning
  20 Nov 2023 0 repositories listed
• PACOL: Poisoning Attacks Against Continual Learners
  18 Nov 2023 0 repositories listed
• RLHFPoison: Reward Poisoning Attack for Reinforcement Learning with Human Feedback in Large Language Models
  16 Nov 2023 0 repositories listed
• Reputation-Based Federated Learning Defense to Mitigate Threats in EEG Signal Classification
  22 Oct 2023 0 repositories listed
• Nightshade: Prompt-Specific Poisoning Attacks on Text-to-Image Generative Models
  20 Oct 2023 0 repositories listed
• PrivacyGAN: robust generative image privacy
  19 Oct 2023 0 repositories listed
• Histopathological Image Classification and Vulnerability Analysis using Federated Learning
  11 Oct 2023 0 repositories listed
• Chameleon: Increasing Label-Only Membership Leakage with Adaptive Poisoning
  5 Oct 2023 0 repositories listed
• Post-Training Overfitting Mitigation in DNN Classifiers
  28 Sep 2023 0 repositories listed
• Towards Poisoning Fair Representations
  28 Sep 2023 0 repositories listed
• CyberForce: A Federated Reinforcement Learning Framework for Malware Mitigation
  11 Aug 2023 0 repositories listed
• Systematic Testing of the Data-Poisoning Robustness of KNN
  17 Jul 2023 0 repositories listed
• Boosting Backdoor Attack with A Learnable Poisoning Sample Selection Strategy
  14 Jul 2023 0 repositories listed
• Analyzing the vulnerabilities in SplitFed Learning: Assessing the robustness against Data Poisoning Attacks
  4 Jul 2023 0 repositories listed
• What Distributions are Robust to Indiscriminate Poisoning Attacks for Linear Learners?
  3 Jul 2023 0 repositories listed
• On Practical Aspects of Aggregation Defenses against Data Poisoning Attacks
  28 Jun 2023 0 repositories listed
• Adversarial Backdoor Attack by Naturalistic Data Poisoning on Trajectory Prediction in Autonomous Driving
  27 Jun 2023 0 repositories listed
• OVLA: Neural Network Ownership Verification using Latent Watermarks
  15 Jun 2023 0 repositories listed
• Data Poisoning to Fake a Nash Equilibrium in Markov Games
  13 Jun 2023 0 repositories listed
• FheFL: Fully Homomorphic Encryption Friendly Privacy-Preserving Federated Learning with Byzantine Users
  8 Jun 2023 0 repositories listed
• Hyperparameter Learning under Data Poisoning: Analysis of the Influence of Regularization via Multiobjective Bilevel Optimization
  2 Jun 2023 0 repositories listed
• Adversarial Clean Label Backdoor Attacks and Defenses on Text Classification Systems
  31 May 2023 0 repositories listed
• Backdoor Attacks Against Incremental Learners: An Empirical Evaluation Study
  28 May 2023 0 repositories listed
• Instructions as Backdoors: Backdoor Vulnerabilities of Instruction Tuning for Large Language Models
  24 May 2023 0 repositories listed
• FedGT: Identification of Malicious Clients in Federated Learning with Secure Aggregation
  9 May 2023 0 repositories listed
• Evaluating Impact of User-Cluster Targeted Attacks in Matrix Factorisation Recommenders
  8 May 2023 0 repositories listed
• Pick your Poison: Undetectability versus Robustness in Data Poisoning Attacks
  7 May 2023 0 repositories listed
• Beyond the Model: Data Pre-processing Attack to Deep Learning Models in Android Apps
  6 May 2023 0 repositories listed
• Interactive System-wise Anomaly Detection
  21 Apr 2023 0 repositories listed
• INK: Inheritable Natural Backdoor Attack Against Model Distillation
  21 Apr 2023 0 repositories listed
• Denoising Autoencoder-based Defensive Distillation as an Adversarial Robustness Algorithm
  28 Mar 2023 0 repositories listed
• Recursive Euclidean Distance Based Robust Aggregation Technique For Federated Learning
  20 Mar 2023 0 repositories listed
• WW-FL: Secure and Private Large-Scale Federated Learning
  20 Feb 2023 0 repositories listed
• QTrojan: A Circuit Backdoor Against Quantum Neural Networks
  16 Feb 2023 0 repositories listed
• Data Poisoning Attacks on EEG Signal-based Risk Assessment Systems
  8 Feb 2023 0 repositories listed
• Explainable Label-flipping Attacks on Human Emotion Assessment System
  8 Feb 2023 0 repositories listed
• Temporal Robustness against Data Poisoning
  7 Feb 2023 0 repositories listed
• CATFL: Certificateless Authentication-based Trustworthy Federated Learning for 6G Semantic Communications
  1 Feb 2023 0 repositories listed
• Face Recognition in the age of CLIP & Billion image datasets
  18 Jan 2023 0 repositories listed
• Federated Transfer-Ordered-Personalized Learning for Driver Monitoring Application
  12 Jan 2023 0 repositories listed
• Computation and Data Efficient Backdoor Attacks
  1 Jan 2023 0 repositories listed
• Pre-trained Encoders in Self-Supervised Learning Improve Secure and Privacy-preserving Supervised Learning
  6 Dec 2022 0 repositories listed
• Rethinking Backdoor Data Poisoning Attacks in the Context of Semi-Supervised Learning
  5 Dec 2022 0 repositories listed
• Backdoor Vulnerabilities in Normally Trained Deep Learning Models
  29 Nov 2022 0 repositories listed
• Data Poisoning Attack Aiming the Vulnerability of Continual Learning
  29 Nov 2022 0 repositories listed
• Adversarial Attacks are a Surprisingly Strong Baseline for Poisoning Few-Shot Meta-Learners
  23 Nov 2022 0 repositories listed
• FLock: Defending Malicious Behaviors in Federated Learning with Blockchain
  5 Nov 2022 0 repositories listed
• Try to Avoid Attacks: A Federated Data Sanitization Defense for Healthcare IoMT Systems
  3 Nov 2022 0 repositories listed
• FocusedCleaner: Sanitizing Poisoned Graphs for Robust GNN-based Node Classification
  25 Oct 2022 0 repositories listed
• Analyzing the Robustness of Decentralized Horizontal and Vertical Federated Learning Architectures in a Non-IID Scenario
  20 Oct 2022 0 repositories listed
• Training set cleansing of backdoor poisoning by self-supervised representation learning
  19 Oct 2022 0 repositories listed
• Detecting Backdoors in Deep Text Classifiers
  11 Oct 2022 0 repositories listed
• On Optimal Learning Under Targeted Data Poisoning
  6 Oct 2022 0 repositories listed
• Understanding Influence Functions and Datamodels via Harmonic Analysis
  3 Oct 2022 0 repositories listed
• Defend Data Poisoning Attacks on Voice Authentication
  9 Sep 2022 0 repositories listed
• FedPrompt: Communication-Efficient and Privacy Preserving Prompt Tuning in Federated Learning
  25 Aug 2022 0 repositories listed
• Do-AIQ: A Design-of-Experiment Approach to Quality Evaluation of AI Mislabel Detection Algorithm
  21 Aug 2022 0 repositories listed
• Label Flipping Data Poisoning Attack Against Wearable Human Activity Recognition System
  17 Aug 2022 0 repositories listed
• Neural network fragile watermarking with no model performance degradation
  16 Aug 2022 0 repositories listed
• Using Anomaly Detection to Detect Poisoning Attacks in Federated Learning Applications
  18 Jul 2022 0 repositories listed
• Invisible Backdoor Attacks Using Data Poisoning in the Frequency Domain
  9 Jul 2022 0 repositories listed
• SafeNet: The Unreasonable Effectiveness of Ensembles in Private Collaborative Learning
  20 May 2022 0 repositories listed
• PoisonedEncoder: Poisoning the Unlabeled Pre-training Data in Contrastive Learning
  13 May 2022 0 repositories listed
• Federated Multi-Armed Bandits Under Byzantine Attacks
  9 May 2022 0 repositories listed
• VPN: Verification of Poisoning in Neural Networks
  8 May 2022 0 repositories listed
• Wild Patterns Reloaded: A Survey of Machine Learning Security against Training Data Poisoning
  4 May 2022 0 repositories listed
• GFCL: A GRU-based Federated Continual Learning Framework against Data Poisoning Attacks in IoV
  23 Apr 2022 0 repositories listed
• Federated Learning: Balancing the Thin Line Between Data Intelligence and Privacy
  22 Apr 2022 0 repositories listed
• Breaking Fair Binary Classification with Optimal Flipping Attacks
  12 Apr 2022 0 repositories listed
• Robustly-reliable learners under poisoning attacks
  8 Mar 2022 0 repositories listed
• Targeted Data Poisoning Attack on News Recommendation System by Content Perturbation
  4 Mar 2022 0 repositories listed
• Degree-Preserving Randomized Response for Graph Neural Networks under Local Differential Privacy
  21 Feb 2022 0 repositories listed
• Poisoning Attacks and Defenses on Artificial Intelligence: A Survey
  21 Feb 2022 0 repositories listed
• Collaborative Self Organizing Map with DeepNNs for Fake Task Prevention in Mobile Crowdsensing
  17 Feb 2022 0 repositories listed
• Redactor: A Data-centric and Individualized Defense Against Inference Attacks
  7 Feb 2022 0 repositories listed
• Towards Multi-Objective Statistically Fair Federated Learning
  24 Jan 2022 0 repositories listed
• How to Backdoor HyperNetwork in Personalized Federated Learning?
  18 Jan 2022 0 repositories listed
• Compression-Resistant Backdoor Attack against Deep Neural Networks
  3 Jan 2022 0 repositories listed
• Execute Order 66: Targeted Data Poisoning for Reinforcement Learning
  3 Jan 2022 0 repositories listed
• ML Attack Models: Adversarial Attacks and Data Poisoning Attacks
  6 Dec 2021 0 repositories listed
• Get a Model! Model Hijacking Attack Against Machine Learning Models
  8 Nov 2021 0 repositories listed
• Mitigating Data Poisoning in Text Classification with Differential Privacy
  1 Nov 2021 0 repositories listed
• Poison Forensics: Traceback of Data Poisoning Attacks in Neural Networks
  13 Oct 2021 0 repositories listed
• Defending Against Backdoor Attacks Using Ensembles of Weak Learners
  29 Sep 2021 0 repositories listed
• Defending Backdoor Data Poisoning Attacks by Using Noisy Label Defense Algorithm
  29 Sep 2021 0 repositories listed
• DP-InstaHide: Data Augmentations Provably Enhance Guarantees Against Dataset Manipulations
  29 Sep 2021 0 repositories listed
• Protecting Proprietary Data: Poisoning for Secure Dataset Release
  29 Sep 2021 0 repositories listed
• Backdoor Attack and Defense for Deep Regression
  6 Sep 2021 0 repositories listed
• Certifiers Make Neural Networks Vulnerable to Availability Attacks
  25 Aug 2021 0 repositories listed
• ABC-FL: Anomalous and Benign client Classification in Federated Learning
  10 Aug 2021 0 repositories listed
• Adversarial Attacks Against Deep Reinforcement Learning Framework in Internet of Vehicles
  2 Aug 2021 0 repositories listed
• Derivative-free Alternating Projection Algorithms for General Nonconvex-Concave Minimax Problems
  1 Aug 2021 0 repositories listed
• Fairness-aware Summarization for Justified Decision-Making
  13 Jul 2021 0 repositories listed
• Data Poisoning Won’t Save You From Facial Recognition
  18 Jun 2021 0 repositories listed
• On the Effectiveness of Poisoning against Unsupervised Domain Adaptation
  18 Jun 2021 0 repositories listed
• Poisoning Deep Reinforcement Learning Agents with In-Distribution Triggers
  14 Jun 2021 0 repositories listed
• Gradient-based Data Subversion Attack Against Binary Classifiers
  31 May 2021 0 repositories listed