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Bibliographic Details
Main Authors:	Yang, Huipeng, Yang, Li, Ma, Lichuan, Zhou, Lu, Jia, Junbo, Sang, Anyuan, Wang, Xinyue
Format:	Preprint
Published:	2025
Subjects:	Cryptography and Security
Online Access:	https://arxiv.org/abs/2508.11913
Tags:	Add Tag No Tags, Be the first to tag this record!

Pop Quiz Attack: Black-box Membership Inference Attacks Against Large Language Models
by: Chen, Zeyuan, et al.
Published: (2026)

SecInfer: Preventing Prompt Injection via Inference-time Scaling
by: Liu, Yupei, et al.
Published: (2025)

PEEL: A Poisoning-Exposing Encoding Theoretical Framework for Local Differential Privacy
by: Shuai, Lisha, et al.
Published: (2025)

Lost in the Pages: WebAssembly Code Recovery through SEV-SNP's Exposed Address Space
by: Berthilsson, Markus, et al.
Published: (2025)

Multi-Faceted Attack: Exposing Cross-Model Vulnerabilities in Defense-Equipped Vision-Language Models
by: Yang, Yijun, et al.
Published: (2025)

VPVet: Vetting Privacy Policies of Virtual Reality Apps
by: Zhan, Yuxia, et al.
Published: (2024)

BACFuzz: Exposing the Silence on Broken Access Control Vulnerabilities in Web Applications
by: Dharmaadi, I Putu Arya, et al.
Published: (2025)

InferDPT: Privacy-Preserving Inference for Closed-box Large Language Model
by: Tong, Meng, et al.
Published: (2023)

Exposing Hidden Interfaces: LLM-Guided Type Inference for Reverse Engineering macOS Private Frameworks
by: Kharlamova, Arina, et al.
Published: (2026)

Five Queries Are Enough: Query-Efficient and Surrogate-Free Membership Inference Attacks on RAG via Entailment
by: Nguyen, Nguyen Linh Bao, et al.
Published: (2026)

Multi-Stage Prompt Inference Attacks on Enterprise LLM Systems
by: Balashov, Andrii, et al.
Published: (2025)

Effective Multi-Stage Training Model For Edge Computing Devices In Intrusion Detection
by: Trong, Thua Huynh, et al.
Published: (2024)

Exposing Vulnerabilities in RL: A Novel Stealthy Backdoor Attack through Reward Poisoning
by: Zhang, Bokang, et al.
Published: (2025)

The Impact of Exposed Passwords on Honeyword Efficacy
by: Huang, Zonghao, et al.
Published: (2023)

Evaluating Precise Geolocation Inference Capabilities of Vision Language Models
by: Jay, Neel, et al.
Published: (2025)

Security and Privacy Measurement on Chinese Consumer IoT Traffic based on Device Lifecycle
by: Jin, Chenghua, et al.
Published: (2025)

When Bots Take the Bait: Exposing and Mitigating the Emerging Social Engineering Attack in Web Automation Agent
by: Wu, Xinyi, et al.
Published: (2026)

Comparison of Encryption Algorithms for Wearable Devices in IoT Systems
by: Yang, Haobo
Published: (2024)

Exposing Go's Hidden Bugs: A Novel Concolic Framework
by: Gorna, Karolina, et al.
Published: (2025)

Amulet: Fast TEE-Shielded Inference for On-Device Model Protection
by: Mao, Zikai, et al.
Published: (2025)

Deep Recurrent Hidden Markov Learning Framework for Multi-Stage Advanced Persistent Threat Prediction
by: Tijjani, Saleem Ishaq, et al.
Published: (2026)

A Scan-Based Analysis of Internet-Exposed IoT Devices Using Shodan Data
by: Williams, Richelle, et al.
Published: (2026)

A First Look At Efficient And Secure On-Device LLM Inference Against KV Leakage
by: Yang, Huan, et al.
Published: (2024)

Exposing and Defending Membership Leakage in Vulnerability Prediction Models
by: Liao, Yihan, et al.
Published: (2025)

Can Graph Neural Networks Expose Training Data Properties? An Efficient Risk Assessment Approach
by: Yuan, Hanyang, et al.
Published: (2024)

No Free Lunch Theorem for Privacy-Preserving LLM Inference
by: Zhang, Xiaojin, et al.
Published: (2024)

FlowSteer: Prompt-Only Workflow Steering Exposes Planning-Time Vulnerabilities in Multi-Agent LLM Systems
by: Li, Fanxiao, et al.
Published: (2026)

MCP Pitfall Lab: Exposing Developer Pitfalls in MCP Tool Server Security under Multi-Vector Attacks
by: Hao, Run, et al.
Published: (2026)

Exposed: Shedding Blacklight on Online Privacy
by: Shen, Lucas, et al.
Published: (2025)

Keys on Doormats: Exposed API Credentials on the Web
by: Demir, Nurullah, et al.
Published: (2026)

Protecting On-Device AI Inference: A Systematic Review of Attacks and Defence Mechanisms
by: Tsiatsikas, Zisis, et al.
Published: (2026)

TensorShield: Safeguarding On-Device Inference by Shielding Critical DNN Tensors with TEE
by: Sun, Tong, et al.
Published: (2025)

SPOILER: TEE-Shielded DNN Partitioning of On-Device Secure Inference with Poison Learning
by: Kang, Donghwa, et al.
Published: (2026)

Turn-Based Structural Triggers: Prompt-Free Backdoors in Multi-Turn LLMs
by: Lu, Yiyang, et al.
Published: (2026)

Multi-user Pufferfish Privacy
by: Ding, Ni, et al.
Published: (2025)

Prompt Inference Attack on Distributed Large Language Model Inference Frameworks
by: Luo, Xinjian, et al.
Published: (2025)

Ancora: Accurate Intrusion Recovery for Web Applications
by: Peng, Yihao, et al.
Published: (2025)

A Large-Scale Analysis of Phishing Websites Hosted on Free Web Hosting Domains
by: Roy, Sayak Saha, et al.
Published: (2022)

RADAR: Exposing Unlogged NoSQL Operations
by: Nissan, Mahfuzul I., et al.
Published: (2026)

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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