Browse State-of-the-Art › Data Poisoning › Papers, page 3
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 3 of 5: papers 201 to 300 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.
-
Optimizing ML Training with Metagradient Descent17 Mar 2025 0 repositories listed
-
Policy Teaching via Data Poisoning in Learning from Human Preferences13 Mar 2025 0 repositories listed
-
Targeted Data Poisoning for Black-Box Audio Datasets Ownership Verification13 Mar 2025 0 repositories listed
-
Silent Branding Attack: Trigger-free Data Poisoning Attack on Text-to-Image Diffusion Models12 Mar 2025 0 repositories listed
-
PoisonedParrot: Subtle Data Poisoning Attacks to Elicit Copyright-Infringing Content from Large Language Models10 Mar 2025 0 repositories listed
-
Poisoning Attacks to Local Differential Privacy Protocols for Trajectory Data6 Mar 2025 0 repositories listed
-
Data Poisoning Attacks to Locally Differentially Private Range Query Protocols5 Mar 2025 0 repositories listed
-
Approaching the Harm of Gradient Attacks While Only Flipping Labels28 Feb 2025 0 repositories listed
-
Atlas: A Framework for ML Lifecycle Provenance & Transparency26 Feb 2025 0 repositories listed
-
No, of course I can! Refusal Mechanisms Can Be Exploited Using Harmless Fine-Tuning Data26 Feb 2025 0 repositories listed
-
FedNIA: Noise-Induced Activation Analysis for Mitigating Data Poisoning in FL23 Feb 2025 0 repositories listed
-
Swallowing the Poison Pills: Insights from Vulnerability Disparity Among LLMs23 Feb 2025 0 repositories listed
-
A Robust Attack: Displacement Backdoor Attack14 Feb 2025 0 repositories listed
-
Detection of Physiological Data Tampering Attacks with Quantum Machine Learning9 Feb 2025 0 repositories listed
-
Filter, Obstruct and Dilute: Defending Against Backdoor Attacks on Semi-Supervised Learning9 Feb 2025 0 repositories listed
-
TrojanTime: Backdoor Attacks on Time Series Classification2 Feb 2025 0 repositories listed
-
Provably effective detection of effective data poisoning attacks21 Jan 2025 0 repositories listed
-
A Novel Pearson Correlation-Based Merging Algorithm for Robust Distributed Machine Learning with Heterogeneous Data19 Jan 2025 0 repositories listed
-
Fortifying Federated Learning Towards Trustworthiness via Auditable Data Valuation and Verifiable Client Contribution1 Jan 2025 0 repositories listed
-
Attacks on the neural network and defense methods29 Dec 2024 0 repositories listed
-
Cut the Deadwood Out: Post-Training Model Purification with Selective Module Substitution29 Dec 2024 0 repositories listed
-
Trading Devil RL: Backdoor attack via Stock market, Bayesian Optimization and Reinforcement Learning23 Dec 2024 0 repositories listed
-
From Vulnerabilities to Remediation: A Systematic Literature Review of LLMs in Code Security19 Dec 2024 0 repositories listed
-
One Pixel is All I Need14 Dec 2024 0 repositories listed
-
BiCert: A Bilinear Mixed Integer Programming Formulation for Precise Certified Bounds Against Data Poisoning Attacks13 Dec 2024 0 repositories listed
-
Deep Learning Model Security: Threats and Defenses12 Dec 2024 0 repositories listed
-
Learning to Forget using Hypernetworks1 Dec 2024 0 repositories listed
-
Efficient and Private: Memorisation under differentially private parameter-efficient fine-tuning in language models24 Nov 2024 0 repositories listed
-
Adversarial Data Poisoning Attacks on Quantum Machine Learning in the NISQ Era21 Nov 2024 0 repositories listed
-
Reliable Poisoned Sample Detection against Backdoor Attacks Enhanced by Sharpness Aware Minimization18 Nov 2024 0 repositories listed
-
SAFELOC: Overcoming Data Poisoning Attacks in Heterogeneous Federated Machine Learning for Indoor Localization13 Nov 2024 0 repositories listed
-
Reclaiming "Open AI" -- AI Model Serving Can Be Open Access, Yet Monetizable and Loyal1 Nov 2024 0 repositories listed
-
Learning and Unlearning of Fabricated Knowledge in Language Models29 Oct 2024 0 repositories listed
-
Inverting Gradient Attacks Makes Powerful Data Poisoning28 Oct 2024 0 repositories listed
-
Attacks against Abstractive Text Summarization Models through Lead Bias and Influence Functions26 Oct 2024 0 repositories listed
-
Regularized Robustly Reliable Learners and Instance Targeted Attacks14 Oct 2024 0 repositories listed
-
Provably Reliable Conformal Prediction Sets in the Presence of Data Poisoning13 Oct 2024 0 repositories listed
-
Fragile Giants: Understanding the Susceptibility of Models to Subpopulation Attacks11 Oct 2024 0 repositories listed
-
Data Taggants: Dataset Ownership Verification via Harmless Targeted Data Poisoning9 Oct 2024 0 repositories listed
-
On the Adversarial Risk of Test Time Adaptation: An Investigation into Realistic Test-Time Data Poisoning7 Oct 2024 0 repositories listed
-
Empirical Perturbation Analysis of Linear System Solvers from a Data Poisoning Perspective1 Oct 2024 0 repositories listed
-
Survey of Security and Data Attacks on Machine Unlearning In Financial and E-Commerce29 Sep 2024 0 repositories listed
-
Data Poisoning-based Backdoor Attack Framework against Supervised Learning Rules of Spiking Neural Networks24 Sep 2024 0 repositories listed
-
SHFL: Secure Hierarchical Federated Learning Framework for Edge Networks23 Sep 2024 0 repositories listed
-
UTrace: Poisoning Forensics for Private Collaborative Learning23 Sep 2024 0 repositories listed
-
Clean Label Attacks against SLU Systems13 Sep 2024 0 repositories listed
-
Context is the Key: Backdoor Attacks for In-Context Learning with Vision Transformers6 Sep 2024 0 repositories listed
-
Blockchain-based Federated Recommendation with Incentive Mechanism3 Sep 2024 0 repositories listed
-
Protecting against simultaneous data poisoning attacks23 Aug 2024 0 repositories listed
-
Unlearnable Examples Detection via Iterative Filtering15 Aug 2024 0 repositories listed
-
Sonic: Fast and Transferable Data Poisoning on Clustering Algorithms14 Aug 2024 0 repositories listed
-
Mitigating Malicious Attacks in Federated Learning via Confidence-aware Defense5 Aug 2024 0 repositories listed
-
Model Hijacking Attack in Federated Learning4 Aug 2024 0 repositories listed
-
Blockchain for Large Language Model Security and Safety: A Holistic Survey26 Jul 2024 0 repositories listed
-
Trading Devil Final: Backdoor attack via Stock market and Bayesian Optimization21 Jul 2024 0 repositories listed
-
Data Poisoning: An Overlooked Threat to Power Grid Resilience19 Jul 2024 0 repositories listed
-
Turning Generative Models Degenerate: The Power of Data Poisoning Attacks17 Jul 2024 0 repositories listed
-
Partner in Crime: Boosting Targeted Poisoning Attacks against Federated Learning13 Jul 2024 0 repositories listed
-
Advancements in Recommender Systems: A Comprehensive Analysis Based on Data, Algorithms, and Evaluation10 Jul 2024 0 repositories listed
-
Neuromimetic metaplasticity for adaptive continual learning9 Jul 2024 0 repositories listed
-
If You Don't Understand It, Don't Use It: Eliminating Trojans with Filters Between Layers8 Jul 2024 0 repositories listed
-
Releasing Malevolence from Benevolence: The Menace of Benign Data on Machine Unlearning6 Jul 2024 0 repositories listed
-
On the Robustness of Graph Reduction Against GNN Backdoor2 Jul 2024 0 repositories listed
-
BadSampler: Harnessing the Power of Catastrophic Forgetting to Poison Byzantine-robust Federated Learning18 Jun 2024 0 repositories listed
-
Imperceptible Rhythm Backdoor Attacks: Exploring Rhythm Transformation for Embedding Undetectable Vulnerabilities on Speech Recognition16 Jun 2024 0 repositories listed
-
A Study of Backdoors in Instruction Fine-tuned Language Models12 Jun 2024 0 repositories listed
-
Exploring Vulnerabilities and Protections in Large Language Models: A Survey1 Jun 2024 0 repositories listed
-
Class Machine Unlearning for Complex Data via Concepts Inference and Data Poisoning24 May 2024 0 repositories listed
-
Generative AI in Cybersecurity: A Comprehensive Review of LLM Applications and Vulnerabilities21 May 2024 0 repositories listed
-
Fed-Credit: Robust Federated Learning with Credibility Management20 May 2024 0 repositories listed
-
SEEP: Training Dynamics Grounds Latent Representation Search for Mitigating Backdoor Poisoning Attacks19 May 2024 0 repositories listed
-
Concealing Backdoor Model Updates in Federated Learning by Trigger-Optimized Data Poisoning10 May 2024 0 repositories listed
-
Hard Work Does Not Always Pay Off: Poisoning Attacks on Neural Architecture Search9 May 2024 0 repositories listed
-
On the Relevance of Byzantine Robust Optimization Against Data Poisoning1 May 2024 0 repositories listed
-
Dual Model Replacement:invisible Multi-target Backdoor Attack based on Federal Learning22 Apr 2024 0 repositories listed
-
Data Poisoning Attacks on Off-Policy Policy Evaluation Methods6 Apr 2024 0 repositories listed
-
Precision Guided Approach to Mitigate Data Poisoning Attacks in Federated Learning5 Apr 2024 0 repositories listed
-
A Backdoor Approach with Inverted Labels Using Dirty Label-Flipping Attacks29 Mar 2024 0 repositories listed
-
Have You Poisoned My Data? Defending Neural Networks against Data Poisoning20 Mar 2024 0 repositories listed
-
Don't Forget What I did?: Assessing Client Contributions in Federated Learning11 Mar 2024 0 repositories listed
-
Poisoning Programs by Un-Repairing Code: Security Concerns of AI-generated Code11 Mar 2024 0 repositories listed
-
Breaking Down the Defenses: A Comparative Survey of Attacks on Large Language Models3 Mar 2024 0 repositories listed
-
Indiscriminate Data Poisoning Attacks on Pre-trained Feature Extractors20 Feb 2024 0 repositories listed
-
Purifying Large Language Models by Ensembling a Small Language Model19 Feb 2024 0 repositories listed
-
SusFL: Energy-Aware Federated Learning-based Monitoring for Sustainable Smart Farms15 Feb 2024 0 repositories listed
-
Review-Incorporated Model-Agnostic Profile Injection Attacks on Recommender Systems14 Feb 2024 0 repositories listed
-
Security and Privacy Challenges of Large Language Models: A Survey30 Jan 2024 0 repositories listed
-
Federated Learning with Dual Attention for Robust Modulation Classification under Attacks19 Jan 2024 0 repositories listed
-
A GAN-based data poisoning framework against anomaly detection in vertical federated learning17 Jan 2024 0 repositories listed
-
The Stronger the Diffusion Model, the Easier the Backdoor: Data Poisoning to Induce Copyright Breaches Without Adjusting Finetuning Pipeline7 Jan 2024 0 repositories listed
-
Data-Dependent Stability Analysis of Adversarial Training6 Jan 2024 0 repositories listed
-
Revamping Federated Learning Security from a Defender's Perspective: A Unified Defense with Homomorphic Encrypted Data Space1 Jan 2024 0 repositories listed
-
SSL-OTA: Unveiling Backdoor Threats in Self-Supervised Learning for Object Detection30 Dec 2023 0 repositories listed
-
Adversarial Data Poisoning for Fake News Detection: How to Make a Model Misclassify a Target News without Modifying It23 Dec 2023 0 repositories listed
-
Balancing Privacy, Robustness, and Efficiency in Machine Learning22 Dec 2023 0 repositories listed
-
TrojFSP: Trojan Insertion in Few-shot Prompt Tuning16 Dec 2023 0 repositories listed
-
Data and Model Poisoning Backdoor Attacks on Wireless Federated Learning, and the Defense Mechanisms: A Comprehensive Survey14 Dec 2023 0 repositories listed
-
Forcing Generative Models to Degenerate Ones: The Power of Data Poisoning Attacks7 Dec 2023 0 repositories listed
-
FedBayes: A Zero-Trust Federated Learning Aggregation to Defend Against Adversarial Attacks4 Dec 2023 0 repositories listed
-
Mendata: A Framework to Purify Manipulated Training Data3 Dec 2023 0 repositories listed