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https://openreview.net/forum?id=Lvy5MjyTh3 Inverting Gradient Attacks Makes Powerful Data Poisoning | OpenReview Gradient attacks and data poisoning tamper with the training of machine learning algorithms to maliciously alter them and have been proven to be equivalent in... powerful data gradient attacks makes poisoning https://aclanthology.org/2025.findings-naacl.91/ Data Poisoning for In-context Learning - ACL Anthology Pengfei He, Han Xu, Yue Xing, Hui Liu, Makoto Yamada, Jiliang Tang. Findings of the Association for Computational Linguistics: NAACL 2025. 2025. data poisoning context learning acl anthology https://www.f5.com/glossary/ai-data-poisoning What is AI data poisoning? | F5 Understand AI data poisoning, including its impact on training data integrity, prevention strategies, and real-world implications. what is ai data poisoning https://arxiv.org/html/2404.12778v1 Defending against Data Poisoning Attacks in Federated Learning via User Elimination data poisoning federated learning defending attacks https://arxiv.org/abs/1706.03691 [1706.03691] Certified Defenses for Data Poisoning Attacks Abstract page for arXiv paper 1706.03691: Certified Defenses for Data Poisoning Attacks for data certified defenses poisoning attacks https://arxiv.org/abs/2306.08041 [2306.08041] Data Poisoning to Fake a Nash Equilibrium in Markov Games Abstract page for arXiv paper 2306.08041: Data Poisoning to Fake a Nash Equilibrium in Markov Games data poisoning https://www.f5.com/glossary/trained-data-poisoning Trained Data Poisoning | F5 data poisoning trained https://www.wiz.io/ko-kr/academy/ai-security/data-poisoning Data Poisoning: Trends and Recommended Defense Strategies | Wiz Jun 24, 2025 - Data poisoning threatens the cloud, especially when 70% of cloud environments use AI services. Learn about the top threats and how to protect your organization. data poisoning defense strategies trends recommended wiz https://www.govtech.com/spotlight/what-is-data-poisoning-and-how-can-it-hurt-the-public-sector What Is Data Poisoning, and How Can It Hurt the Public Sector? Jan 14, 2026 - Cybersecurity experts say AI and automation are changing how much impact manipulated data can have on government technology systems. what is data poisoning and how https://www.wiz.io/it-it/academy/ai-security/data-poisoning Data Poisoning: Trends and Recommended Defense Strategies | Wiz Jun 24, 2025 - Data poisoning threatens the cloud, especially when 70% of cloud environments use AI services. Learn about the top threats and how to protect your organization. data poisoning defense strategies trends recommended wiz https://www.ornl.gov/publication/compound-data-poisoning-technique-significant-adversarial-effects-transformer-based A Compound Data Poisoning Technique with Significant Adversarial Effects on Transformer-based... Transformer-based models have demonstrated much success in various natural language processing (NLP) tasks. However, they are often vulnerable to adversarial... data poisoning https://openreview.net/forum?id=aKuEwftRiK&referrer=%5Bthe%20profile%20of%20Goran%20Radanovic%5D(%2Fprofile%3Fid%3D~Goran_Radanovic1) Policy Teaching via Data Poisoning in Learning from Human Preferences | OpenReview We study data poisoning attacks in learning from human preferences. More specifically, we consider the problem of teaching/enforcing a target policy... data poisoning learning from policy teaching via https://www.miragenews.com/ai-faces-data-poisoning-as-civil-disobedience-1655474/ AI Faces Data Poisoning as Civil Disobedience | Mirage News Declan Sun/Unsplash The explosion of generative artificial intelligence (AI) tools has provoked both hopes and anxieties about the potential benefits data poisoning civil disobedience ai faces mirage https://openreview.net/forum?id=VpyyUM64AQ Run-off Election: Improved Provable Defense against Data Poisoning Attacks | OpenReview In data poisoning attacks, an adversary tries to change a model's prediction by adding, modifying, or removing samples in the training data. Recently,... data poisoning run election improved provable https://www.sentinelone.com/cybersecurity-101/cybersecurity/data-poisoning/ What is Data Poisoning? Types & Best Practices Oct 2, 2025 - Learn about data poisoning, its types, detection, and prevention strategies. Explore best practices and real-world examples for protection. what is data poisoning types best practices https://openreview.net/forum?id=z2qxTJCYsZ&referrer=%5Bthe%20profile%20of%20Amartya%20Sanyal%5D(%2Fprofile%3Fid%3D~Amartya_Sanyal1) Protecting against simultaneous data poisoning attacks | OpenReview data poisoning protecting simultaneous attacks openreview https://www.wiz.io/de-de/academy/ai-security/data-poisoning Data Poisoning: Trends and Recommended Defense Strategies | Wiz Jun 24, 2025 - Data poisoning threatens the cloud, especially when 70% of cloud environments use AI services. Learn about the top threats and how to protect your organization. data poisoning defense strategies trends recommended wiz https://fedscoop.com/army-looks-block-data-poisoning-facial-recognition/ Army looks to block data 'poisoning' in facial recognition, AI | FedScoop Feb 11, 2020 - The Army is working to develop facial and object recognition applications. But enemies want to poison the well. block data facial recognition army looks https://www.cdc.gov/lead-prevention/php/data/state-surveillance-data.html Childhood Blood Lead Surveillance: State Data | Childhood Lead Poisoning Prevention | CDC Review the links on this page for childhood blood lead surveillance systems at the state-level. surveillance state data poisoning childhood blood lead https://openreview.net/forum?id=q4lgDDV_aY Data Poisoning is Hitting a Wall | OpenReview Data poisoning has been proposed as a compelling defense against facial recognition models trained on Web-scraped pictures. Users can perturb images they post... data poisoning hitting wall openreview https://www.crowdstrike.com/en-au/cybersecurity-101/cyberattacks/data-poisoning/ What Is Data Poisoning? | CrowdStrike Data poisoning is a type of cyberattack in which an adversary intentionally compromises a training dataset used to manipulate the operation of an AI model. what is data poisoning crowdstrike https://deepai.org/publication/differentially-private-decision-trees-with-probabilistic-robustness-to-data-poisoning Differentially-Private Decision Trees with Probabilistic Robustness to Data Poisoning | DeepAI May 24, 2023 - 05/24/23 - Decision trees are interpretable models that are well-suited to non-linear learning problems. Much work has been done on extending... decision trees data poisoning private https://arxiv.org/abs/2009.02276 [2009.02276] Witches' Brew: Industrial Scale Data Poisoning via Gradient Matching Abstract page for arXiv paper 2009.02276: Witches' Brew: Industrial Scale Data Poisoning via Gradient Matching witches brew industrial scale data poisoning https://openreview.net/forum?id=uI5n8RhPVq Shadowcast: Stealthy Data Poisoning Attacks Against Vision-Language Models | OpenReview Vision-Language Models (VLMs) excel in generating textual responses from visual inputs, yet their versatility raises significant security concerns. This study... vision language models data poisoning shadowcast stealthy attacks https://openreview.net/forum?id=ORKhJBFepG Winter Soldier: Backdooring Language Models at Pre-Training with Indirect Data Poisoning |... The pre-training of large language models (LLMs) relies on massive text datasets sourced from diverse and difficult-to-curate origins. Although membership... winter soldier language models https://openreview.net/forum?id=6ldD8Y4gBQ Data Taggants: Dataset Ownership Verification Via Harmless Targeted Data Poisoning | OpenReview Dataset ownership verification, the process of determining if a dataset is used in a model's training data, is necessary for detecting unauthorized data usage... data ownership verification via harmless