Imagen de Portada

Differential Privacy Under Class Imbalance: Methods and Empirical Insights

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Rosenblatt, Lucas, Lut, Yuliia, Turok, Eitan, Avella-Medina, Marco, Cummings, Rachel
Formato:	Preprint
Publicado:	2024
Materias:	Machine Learning Cryptography and Security 68P27 I.2.0; F.0; G.3; J.0
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Differentially Private Linear Regression with Linked Data
por: Lin, Shurong, et al.
Publicado: (2023)

LegalGuardian: A Privacy-Preserving Framework for Secure Integration of Large Language Models in Legal Practice
por: Demir, M. Mikail, et al.
Publicado: (2025)

Large Language Models Report Subjective Experience Under Self-Referential Processing
por: Berg, Cameron, et al.
Publicado: (2025)

Developing Acoustic Models for Automatic Speech Recognition in Swedish
por: Salvi, Giampiero
Publicado: (2024)

The Curious Case of In-Training Compression of State Space Models
por: Chahine, Makram, et al.
Publicado: (2025)

Privacy-preserving neutral atom-based quantum classifier towards real healthcare applications
por: Canonici, Ettore, et al.
Publicado: (2025)

Exploiting Web Search Tools of AI Agents for Data Exfiltration
por: Rall, Dennis, et al.
Publicado: (2025)

Attack Selection Reduces Safety in Concentrated AI Control Settings against Trusted Monitoring
por: Schaeffer, Joachim, et al.
Publicado: (2026)

Consciousness in AI: Logic, Proof, and Experimental Evidence of Recursive Identity Formation
por: Camlin, Jeffrey
Publicado: (2025)

An Automatic Text Classification Method Based on Hierarchical Taxonomies, Neural Networks and Document Embedding: The NETHIC Tool
por: Lomasto, Luigi, et al.
Publicado: (2026)

GuardSec: A Multi-Modal Web Platform for Real-Time Digital Fraud Detection, Entity Verification, and Connection Security Analysis in the African Context
por: Bansimba, Gilda Rech, et al.
Publicado: (2026)

GIM: Evaluating models via tasks that integrate multiple cognitive domains
por: Patel, Rohit, et al.
Publicado: (2026)

Chatbots put to the test in math and logic problems: A preliminary comparison and assessment of ChatGPT-3.5, ChatGPT-4, and Google Bard
por: Plevris, Vagelis, et al.
Publicado: (2023)

Correcting Gradient-Based Circuit Localization via Interaction-Aware Backpropagation
por: Edin, Joakim, et al.
Publicado: (2025)

Prompt Tuned Embedding Classification for Multi-Label Industry Sector Allocation
por: Buchner, Valentin Leonhard, et al.
Publicado: (2023)

How Worrying Are Privacy Attacks Against Machine Learning?
por: Domingo-Ferrer, Josep
Publicado: (2025)

QUBO-based SVM for credit card fraud detection on a real QPU
por: Canonici, Ettore, et al.
Publicado: (2024)

ReFoRCE: A Text-to-SQL Agent with Self-Refinement, Consensus Enforcement, and Column Exploration
por: Deng, Minghang, et al.
Publicado: (2025)

Eternal Sunshine of the Mechanical Mind: The Irreconcilability of Machine Learning and the Right to be Forgotten
por: Manab, Meem Arafat
Publicado: (2024)

TSFool: Crafting Highly-Imperceptible Adversarial Time Series through Multi-Objective Attack
por: Wang, Yanyun, et al.
Publicado: (2022)

Pattern Recognition Tasks with Personalized Federated Learning
por: Rahman, Md. Arifur, et al.
Publicado: (2026)

Siren -- Advancing Cybersecurity through Deception and Adaptive Analysis
por: Ananthanarayanan, Samhruth, et al.
Publicado: (2024)

Anonymization-Enhanced Privacy Protection for Mobile GUI Agents: Available but Invisible
por: Zhao, Lepeng, et al.
Publicado: (2026)

Vibe-Creation: The Epistemology of Human-AI Emergent Cognition
por: Levin, Ilya
Publicado: (2026)

Sparse vs Contiguous Adversarial Pixel Perturbations in Multimodal Models: An Empirical Analysis
por: Botocan, Cristian-Alexandru, et al.
Publicado: (2024)

FarsEval-PKBETS: A new diverse benchmark for evaluating Persian large language models
por: Shamsfard, Mehrnoush, et al.
Publicado: (2025)

Enhancing Mental Health Support through Human-AI Collaboration: Toward Secure and Empathetic AI-enabled chatbots
por: AlMakinah, Rawan, et al.
Publicado: (2024)

A ZeNN architecture to avoid the Gaussian trap
por: Carvalho, Luís, et al.
Publicado: (2025)

Causal Dimensionality of Transformer Representations: Measurement, Scaling, and Layer Structure
por: Sarkar, Nilesh, et al.
Publicado: (2026)

Data and AI governance: Promoting equity, ethics, and fairness in large language models
por: Abhishek, Alok, et al.
Publicado: (2025)

SHARP: Social Harm Analysis via Risk Profiles for Measuring Inequities in Large Language Models
por: Abhishek, Alok, et al.
Publicado: (2026)

BEATS: Bias Evaluation and Assessment Test Suite for Large Language Models
por: Abhishek, Alok, et al.
Publicado: (2025)

Reasoning Promotes Robustness in Theory of Mind Tasks
por: de Haan, Ian B., et al.
Publicado: (2026)

SafeAnchor: Preventing Cumulative Safety Erosion in Continual Domain Adaptation of Large Language Models
por: Guo, Dongxin, et al.
Publicado: (2026)

Reference-Guided Verdict: LLMs-as-Judges in Automatic Evaluation of Free-Form QA
por: Badshah, Sher, et al.
Publicado: (2024)

Kill-Chain Canaries: Stage-Level Tracking of Prompt Injection Across Attack Surfaces and Model Safety Tiers
por: Wang, Haochuan Kevin, et al.
Publicado: (2026)

Eye-gaze Guided Multi-modal Alignment for Medical Representation Learning
por: Ma, Chong, et al.
Publicado: (2024)

Cost-Effective Attention Mechanisms for Low Resource Settings: Necessity & Sufficiency of Linear Transformations
por: Hosseini, Peyman, et al.
Publicado: (2024)

Facebook Report on Privacy of fNIRS data
por: Hossen, Md Imran, et al.
Publicado: (2024)

Diverse LLMs or Diverse Question Interpretations? That is the Ensembling Question
por: Rosales, Rafael, et al.
Publicado: (2025)