Data Management System

A Decision-Theoretic Formalisation of Steganography With Applications to LLM Monitoring

Authors: Usman Anwar, Julianna Piskorz, David D. Baek, David Africa, Jim Weatherall, Max Tegmark, Christian Schroeder de Witt, Mihaela van der Schaar, David Krueger | Published: 2026-02-26
Watermarking
Data Management System
Model evaluation methods
2026.02.26 2026.02.28
Literature Database

AgentSentry: Mitigating Indirect Prompt Injection in LLM Agents via Temporal Causal Diagnostics and Context Purification

Authors: Tian Zhang, Yiwei Xu, Juan Wang, Keyan Guo, Xiaoyang Xu, Bowen Xiao, Quanlong Guan, Jinlin Fan, Jiawei Liu, Zhiquan Liu, Hongxin Hu | Published: 2026-02-26
Indirect Prompt Injection
Counterfactual Explanation
Data Management System
2026.02.26 2026.02.28
Literature Database

Oblivionis: A Lightweight Learning and Unlearning Framework for Federated Large Language Models

Authors: Fuyao Zhang, Xinyu Yan, Tiantong Wu, Wenjie Li, Tianxiang Chen, Yang Cao, Ran Yan, Longtao Huang, Wei Yang Bryan Lim, Qiang Yang | Published: 2025-08-12
Data Management System
Framework
Prompt Injection
2025.08.12 2025.08.14
Literature Database

CADRE: Customizable Assurance of Data Readiness in Privacy-Preserving Federated Learning

Authors: Kaveen Hiniduma, Zilinghan Li, Aditya Sinha, Ravi Madduri, Suren Byna | Published: 2025-05-28 | Updated: 2025-08-11
Data Management System
Framework
Imbalanced Dataset
2025.05.28 2025.08.13
Literature Database

SocialGenPod: Privacy-Friendly Generative AI Social Web Applications with Decentralised Personal Data Stores

Authors: Vidminas Vizgirda, Rui Zhao, Naman Goel | Published: 2024-03-15
Watermarking
Data Management System
Privacy Protection
2024.03.15 2025.05.27
Literature Database

From Principle to Practice: Vertical Data Minimization for Machine Learning

Authors: Robin Staab, Nikola Jovanović, Mislav Balunović, Martin Vechev | Published: 2023-11-17 | Updated: 2023-11-22
Data Management System
Privacy Protection
Evaluation Method
2023.11.17 2025.05.28
Literature Database

Improved Flow Recovery from Packet Data

Authors: Anthony Kenyon, David Elizondo, Lipika Deka | Published: 2023-10-15
Data Management System
Flow Inconsistency
Protocol Performance Evaluation
2023.10.15 2025.05.28
Literature Database

Data-Driven Intelligence can Revolutionize Today’s Cybersecurity World: A Position Paper

Authors: Iqbal H. Sarker, Helge Janicke, Leandros Maglaras, Seyit Camtepe | Published: 2023-08-09
AI Compliance
Automation of Cybersecurity
Data Management System
2023.08.09 2025.05.28
Literature Database

Confidential Computing across Edge-to-Cloud for Machine Learning: A Survey Study

Authors: SM Zobaed, Mohsen Amini Salehi | Published: 2023-07-31
TEE Implementation
Software Security
Data Management System
2023.07.31 2025.05.28
Literature Database

To remove or not remove Mobile Apps? A data-driven predictive model approach

Authors: Fadi Mohsen, Dimka Karastoyanova, George Azzopardi | Published: 2022-06-08
Data Management System
User Behavior Analysis
Feature Engineering
2022.06.08 2025.05.28
Literature Database
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