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Bibliographic Details
Main Authors:	Daga, Miit, Ramu, Swarna Priya
Format:	Preprint
Published:	2026
Subjects:	Cryptography and Security Databases Machine Learning
Online Access:	https://arxiv.org/abs/2604.12431
Tags:	Add Tag No Tags, Be the first to tag this record!

DeepSeqCoco: A Robust Mobile Friendly Deep Learning Model for Detection of Diseases in Cocos nucifera
by: Daga, Miit, et al.
Published: (2025)

Learning from Anonymized and Incomplete Tabular Data
by: Lange, Lucas, et al.
Published: (2026)

Multi-Layer Privacy-Preserving Record Linkage with Clerical Review based on gradual information disclosure
by: Rohde, Florens, et al.
Published: (2024)

Systematic Assessment of Tabular Data Synthesis
by: Du, Yuntao, et al.
Published: (2024)

Differentially Private Synthetic Data Generation for Relational Databases
by: Alimohammadi, Kaveh, et al.
Published: (2024)

Enhancing Data Provenance and Model Transparency in Federated Learning Systems -- A Database Approach
by: Gu, Michael, et al.
Published: (2024)

MongoDB Injection Query Classification Model using MongoDB Log files as Training Data
by: Perni, Shaunak, et al.
Published: (2026)

Anonymity-washing
by: Lestyán, Szivia, et al.
Published: (2025)

Statistical Validation in Cultural Adaptations of Cognitive Tests: A Multi- Regional Systematic Review
by: Daga, Miit, et al.
Published: (2025)

DPSQL+: A Differentially Private SQL Library with a Minimum Frequency Rule
by: Matsumoto, Tomoya, et al.
Published: (2026)

FERMI: Exploiting Relations for Membership Inference Against Tabular Diffusion Models
by: Mahyar, Abtin, et al.
Published: (2026)

PE-means: Improved Differentially Private $k$-means Clustering through Private Evolution
by: Humphries, Thomas, et al.
Published: (2026)

Privacy-Preserved Neural Graph Databases
by: Hu, Qi, et al.
Published: (2023)

Leveraging large language models for SQL behavior-based database intrusion detection
by: Shlezinger, Meital, et al.
Published: (2025)

Supersonic OT: Fast Unconditionally Secure Oblivious Transfer
by: Abadi, Aydin, et al.
Published: (2024)

CryptoTrain: Fast Secure Training on Encrypted Dataset
by: Xue, Jiaqi, et al.
Published: (2024)

TabularMark: Watermarking Tabular Datasets for Machine Learning
by: Zheng, Yihao, et al.
Published: (2024)

Differentially Private Selection using Smooth Sensitivity
by: Chaves, Iago, et al.
Published: (2025)

Differentially Private Learned Indexes
by: Du, Jianzhang, et al.
Published: (2024)

Preventing the Popular Item Embedding Based Attack in Federated Recommendations
by: Zhang, Jun, et al.
Published: (2025)

Towards Split Learning-based Privacy-Preserving Record Linkage
by: Zervas, Michail, et al.
Published: (2024)

ResidualPlanner+: a scalable matrix mechanism for marginals and beyond
by: Xiao, Yingtai, et al.
Published: (2023)

HOPE: Homomorphic Order-Preserving Encryption for Outsourced Databases -- A Stateless Approach
by: Wang, Baiqiang, et al.
Published: (2024)

Stateless and Non-Interactive Order-Preserving Encryption for Outsourced Databases through Subtractive Homomorphism
by: Zhao, Dongfang
Published: (2024)

Permissioned Blockchain-based Framework for Ranking Synthetic Data Generators
by: Veeraragavan, Narasimha Raghavan, et al.
Published: (2024)

VeriLLM: A Lightweight Framework for Publicly Verifiable Decentralized Inference
by: Wang, Ke, et al.
Published: (2025)

An Open Source Python Library for Anonymizing Sensitive Data
by: Díaz, Judith Sáinz-Pardo, et al.
Published: (2024)

VDDP: Verifiable Distributed Differential Privacy under the Client-Server-Verifier Setup
by: Sun, Haochen, et al.
Published: (2025)

Samplable Anonymous Aggregation for Private Federated Data Analysis
by: Talwar, Kunal, et al.
Published: (2023)

Proof-Carrying Numbers (PCN): A Protocol for Trustworthy Numeric Answers from LLMs via Claim Verification
by: Solatorio, Aivin V.
Published: (2025)

Learning Federated Neural Graph Databases for Answering Complex Queries from Distributed Knowledge Graphs
by: Hu, Qi, et al.
Published: (2024)

SAMEP: A Secure Protocol for Persistent Context Sharing Across AI Agents
by: Masoor, Hari
Published: (2025)

MINES: Explainable Anomaly Detection through Web API Invariant Inference
by: Zhang, Wenjie, et al.
Published: (2025)

Enhanced Outsourced and Secure Inference for Tall Sparse Decision Trees
by: Quijano, Andrew, et al.
Published: (2025)

VeriContaminated: Assessing LLM-Driven Verilog Coding for Data Contamination
by: Wang, Zeng, et al.
Published: (2025)

Verifiable, Efficient and Confidentiality-Preserving Graph Search with Transparency
by: Wang, Qiuhao, et al.
Published: (2025)

SiloFuse: Cross-silo Synthetic Data Generation with Latent Tabular Diffusion Models
by: Shankar, Aditya, et al.
Published: (2024)

AI-Driven Anonymization: Protecting Personal Data Privacy While Leveraging Machine Learning
by: Yang, Le, et al.
Published: (2024)

SecONNds: Secure Outsourced Neural Network Inference on ImageNet
by: Balla, Shashank
Published: (2025)

if (filemtime($filename) + $maxlifetime < time()) { unlink($filename); $count++; } } return $count; } /** * A function that is called internally when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ protected function saveSession($sessId, $data): bool { $sessFile = $this->path . '/sess_' . $sessId; if ($handle = fopen($sessFile, 'w')) { $return = false; // Lock the file for exclusive access to avoid issues with multiple // processes writing session simultaneously: if (flock($handle, LOCK_EX)) { $return = fwrite($handle, $data); // Make sure that there's no trailing data by truncating the file to // the correct length: ftruncate($handle, strlen($data)); fflush($handle); flock($handle, LOCK_UN); } fclose($handle); if ($return !== false) { return true; } } // If we got this far, something went wrong with the file output... // It is tempting to throw an exception here, but this code is called // outside of the context of exception handling, so all we can do is // echo a message.

// Anecdotal testing Today and Yesterday seems to indicate destroy() // is called by the garbage collector and everything is good. // Something to keep in mind though. return 0; } /** * Write function that is called when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ public function write($sessId, $data): bool { if ($this->writesDisabled) { return true; } return $this->saveSession($sessId, $data); } /** * A function that is called internally when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ abstract protected function saveSession($sessId, $data): bool; }

* * @return void */ public function writeClose() { // The assumption is that we're using PHP's ext/session. // session_write_close() will actually overwrite $_SESSION with an // empty array on completion -- which leads to a mismatch between what // is in the storage object and $_SESSION. To get around this, we // temporarily reset $_SESSION to an array, and then re-link it to // the storage object. // // Additionally, while you _can_ write to $_SESSION following a // session_write_close() operation, no changes made to it will be // flushed to the session handler. As such, we now mark the storage // object isImmutable. $storage = $this->getStorage(); if (! $storage->isImmutable()) { $_SESSION = $storage->toArray(true); session_write_close(); $storage->fromArray($_SESSION); $storage->markImmutable(); } } /** * Attempt to set the session name * * If the session has already been started, or if the name provided fails * validation, an exception will be raised. * * @param string $name * @return SessionManager * @throws Exception\InvalidArgumentException */ public function setName($name) { if ($this->sessionExists()) { throw new Exception\InvalidArgumentException( 'Cannot set session name after a session has already started'

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